出版物 | Publications#

本页由 publications.json 自动生成，集中展示使用 SpikingJelly 的论文列表。

This page is auto-generated from publications.json and lists publications that use SpikingJelly.

Total publications: 589

Publication list

  1. Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks

    • Publisher: ICCV 2021

    • Code: GitHub

  2. Pruning of Deep Spiking Neural Networks through Gradient Rewiring

    • Publisher: IJCAI 2021

    • Code: GitHub

  3. Optimal ANN-SNN Conversion for Fast and Accurate Inference in Deep Spiking Neural Networks

    • Publisher: IJCAI 2021

    • Code: GitHub

  4. Deep Residual Learning in Spiking Neural Networks

    • Publisher: NeurIPS 2021

    • Code: GitHub

  5. Spiking Neural Networks Trained via Proxy

    • Publisher: IEEE Access

    • Code: GitHub

  6. StereoSpike: Depth Learning with a Spiking Neural Network

    • Publisher: IEEE Access

    • Code: GitHub

  7. An Odor Recognition Algorithm of Electronic Noses Based on Convolutional Spiking Neural Network for Spoiled Food Identification

    • Publisher: Journal of The Electrochemical Society

  8. Cascade Spiking Neuron Network For Event-based Image Classification In Noisy Environment

  9. Keys to Accurate Feature Extraction Using Residual Spiking Neural Networks

    • Publisher: Neuromorphic Computing and Engineering

    • Code: GitHub

  10. Human-Level Control through Directly-Trained Deep Spiking Q-Networks

    • Publisher: IEEE Transactions on Cybernetics

    • Code: GitHub

  11. Deep Reinforcement Learning with Spiking Q-learning

  12. Event-based Video Reconstruction via Potential-assisted Spiking Neural Network

    • Publisher: CVPR 2022

    • Code: GitHub

  13. Optimal ANN-SNN Conversion for High-accuracy and Ultra-low-latency Spiking Neural Networks

    • Publisher: ICLR 2022

    • Code: GitHub

  14. Optimized Potential Initialization for Low-latency Spiking Neural Networks

    • Publisher: AAAI 2022

  15. AutoSNN: Towards Energy-Efficient Spiking Neural Networks

    • Publisher: ICML 2022

  16. Neural Architecture Search for Spiking Neural Networks

    • Publisher: ECCV 2022

    • Code: GitHub

  17. FEAS: A Faster Event-driven Accelerator Supporting Inhibitory Spiking Neural Network

    • Publisher: International Symposium on Parallel Architectures, Algorithms and Programming (PAAP) 2021

  18. Neuromorphic Data Augmentation for Training Spiking Neural Networks

    • Publisher: ECCV 2022

    • Code: GitHub

  19. SIT: A Bionic and Non-Linear Neuron for Spiking Neural Network

  20. Building and training a deep spiking neural network for ECG classification

    • Publisher: Biomedical Signal Processing and Control

  21. DynSNN: A Dynamic Approach to Reduce Redundancy in Spiking Neural Networks

    • Publisher: ICASSP 2022

  22. Object Detection with Spiking Neural Networks on Automotive Event Data

    • Publisher: IJCNN 2022

  23. State Transition of Dendritic Spines Improves Learning of Sparse Spiking Neural Networks

    • Publisher: ICML 2022

    • Code: GitHub

  24. Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation

    • Publisher: CVPR 2022

    • Code: GitHub

  25. Relaxation LIF: A gradient-based spiking neuron for direct training deep spiking neural networks

    • Publisher: Neurocomputing

  26. SNN2ANN: A Fast and Memory-Efficient Training Framework for Spiking Neural Networks

  27. Spiking Neural Networks for Frame-based and Event-based Single Object Localization

  28. TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks

    • Publisher: IEEE Transactions on Neural Networks and Learning Systems

    • Code: GitHub

  29. Exploring Lottery Ticket Hypothesis in Spiking Neural Networks

    • Publisher: ECCV 2022

    • Code: GitHub

  30. Spiking Graph Convolutional Networks

    • Publisher: IJCAI 2022

    • Code: GitHub

  31. Spiking VGG7: Deep Convolutional Spiking Neural Network with Direct Training for Object Recognition

    • Publisher: Electronics

  32. Spiking Neural Network Based on Layer-Wise Compensation for Event-Stream Image Classification

    • Publisher: International Technical Conference on Advances in Computing, Control and Industrial Engineering (CCIE 2021)

  33. A calibratable sensory neuron based on epitaxial VO2 for spike-based neuromorphic multisensory system

    • Publisher: Nature Communications

    • Code: GitHub

  34. A model of TaOx threshold switching memristor for neuromorphic computing

    • Publisher: Journal of Applied Physics

  35. Label Distribution Learning via Implicit Distribution Representation

  36. Spiking SiamFC++: Deep Spiking Neural Network for Object Tracking

  37. Spikformer: When Spiking Neural Network Meets Transformer

    • Publisher: ICLR 2023

    • Code: GitHub

  38. STSC-SNN: Spatio-Temporal Synaptic Connection with Temporal Convolution and Attention for Spiking Neural Networks

  39. Online Training Through Time for Spiking Neural Networks

    • Publisher: NeurIPS 2022

    • Code: GitHub

  40. Training Spiking Neural Networks with Event-driven Backpropagation

    • Publisher: NeurIPS 2022

    • Code: GitHub

  41. GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks

    • Publisher: NeurIPS 2022

    • Code: GitHub

  42. Temporal Effective Batch Normalization in Spiking Neural Networks

  43. Attention Spiking Neural Networks

    • Publisher: IEEE Transactions on Pattern Analysis and Machine Intelligence

    • Code: GitHub

  44. Training Full Spike Neural Networks via Auxiliary Accumulation Pathway

  45. Bridging the Gap between ANNs and SNNs by Calibrating Offset Spikes

    • Publisher: ICLR 2023

    • Code: GitHub

  46. A Unified Framework of Soft Threshold Pruning

    • Publisher: ICLR 2023

  47. Reducing ANN-SNN Conversion Error through Residual Membrane Potential

    • Publisher: AAAI 2023

    • Code: GitHub

  48. MSS-DepthNet: Depth Prediction with Multi-Step Spiking Neural Network

  49. An Analytical Estimation of Spiking Neural Networks Energy Efficiency

    • Publisher: ICONIP 2022

  50. Spikeformer: A Novel Architecture for Training High-Performance Low-Latency Spiking Neural Network

  51. A Low Latency Adaptive Coding Spiking Framework for Deep Reinforcement Learning

  52. Skin Cancer Classification Using Deep Spiking Neural Network

    • Publisher: Journal of Digital Imaging

  53. Entrenamiento supervisado de redes neuronales de impulsos

    • Publisher: XLIII Jornadas de Automática

  54. Spiking Neuron Network Based on VTEAM Memristor and MOSFET-LIF Neuron

    • Publisher: International Federation for Information Processing 2022

  55. Spiking Emotions: Dynamic Vision Emotion Recognition Using Spiking Neural Networks

    • Publisher: International Conference on Algorithms, High Performance Computing and Artificial Intelligence 2022

  56. Bio-inspired Active Learning method in spiking neural network

    • Publisher: Knowledge-Based Systems

  57. Deep Spiking Residual Shrinkage Network for Bearing Fault Diagnosis

    • Publisher: IEEE Transactions on Cybernetics

  58. Control and regulation of skyrmionic topological charge in a novel synthetic antiferromagnetic nanostructure

    • Publisher: Nanoscale

  59. Accurate ECG Classification Based on Spiking Neural Network and Attentional Mechanism for Real-Time Implementation on Personal Portable Devices

    • Publisher: Electronics

  60. Dynamic Threshold Integrate and Fire Neuron Model for Low Latency Spiking Neural Networks

    • Publisher: Neurocomputing

  61. Neuromorphic-P2M: Processing-in-Pixel-in-Memory Paradigm for Neuromorphic Image Sensors

    • Publisher: Frontiers in Neuroinformatics

  62. Bioinspired membrane learnable spiking neural network for autonomous vehicle sensors fault diagnosis under open environments

    • Publisher: Reliability Engineering & System Safety

  63. Surrogate-Assisted Cooperative Co-evolutionary Reservoir Architecture Search for Liquid State Machines

    • Publisher: IEEE Transactions on Emerging Topics in Computational Intelligence

  64. Supervised Learning Algorithm Based on Spike Train Inner Product for Deep Spiking Neural Networks

    • Publisher: Brain Sciences

  65. Mitigating Catastrophic Forgetting in Spiking Neural Networks through Threshold Modulation

    • Publisher: Transactions on Machine Learning Research

    • Code: GitHub

  66. Optical Flow estimation with Event-based Cameras and Spiking Neural Networks

    • Publisher: Frontiers in Neuroscience

    • Code: GitHub

  67. Poster: Backdoor Attacks on Spiking NNs and Neuromorphic Datasets

    • Publisher: CCS 2022

    • Code: GitHub

  68. Sneaky Spikes: Uncovering Stealthy Backdoor Attacks in Spiking Neural Networks with Neuromorphic Data

    • Publisher: NDSS 2024

    • Code: GitHub

  69. SpikeGPT: Generative Pre-trained Language Model with Spiking Neural Networks

  70. Trainable quantization for Speedy Spiking Neural Networks

    • Publisher: Frontiers in Neuroscience

  71. Training-aware Low Precision Quantization in Spiking Neural Networks

    • Publisher: Asilomar Conference on Signals, Systems & Computers 2022

  72. Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks

    • Publisher: ICCV 2023

    • Code: GitHub

  73. Biologically inspired structure learning with reverse knowledge distillation for spiking neural networks

  74. Detecting COVID-19 on CT Images with Impulsive-Backpropagation Neural Networks

    • Publisher: Chinese Control and Decision Conference, CCDC 2022

  75. Rethinking Deep Spiking Neural Networks: A Multi-Layer Perceptron Approach

  76. Deep Spiking Neural Networks with High Representation Similarity Model Visual Pathways of Macaque and Mouse

    • Publisher: AAAI 2023

  77. A Hybrid ANN-SNN Architecture for Low-Power and Low-Latency Visual Perception

  78. Constrain Bias Addition to Train Low-Latency Spiking Neural Networks

    • Publisher: Brain Sciences

  79. Event-based Human Pose Tracking by Spiking Spatiotemporal Transformer

  80. Constructing Deep Spiking Neural Networks from Artificial Neural Networks with Knowledge Distillation

    • Publisher: CVPR 2023

  81. Spiking-Fer: Spiking Neural Network for Facial Expression Recognition With Event Cameras

    • Publisher: International Conference on Content-based Multimedia Indexing, 2023

  82. Parallel Spiking Neurons with High Efficiency and Ability to Learn Long-term Dependencies

    • Publisher: NeurIPS 2023

    • Code: GitHub

  83. Spikingformer: Spike-driven Residual Learning for Transformer-based Spiking Neural Network

  84. Enhancing the Performance of Transformer-based Spiking Neural Networks by Improved Downsampling with Precise Gradient Backpropagation

  85. Lip print recognition based on convolutional spiking neural network

    • Publisher: International Conference on Image, Signal Processing, and Pattern Recognition 2023

  86. Deep recurrent spiking neural networks capture both static and dynamic representations of the visual cortex under movie stimuli

  87. Low Precision Quantization-aware Training in Spiking Neural Networks with Differentiable Quantization Function

  88. A Brain-Inspired Spiking Network Framework Based on Multi-Time-Step Self-Attention for Lithium-ion Batteries Capacity Prediction

    • Publisher: IEEE Transactions on Consumer Electronics

  89. Neurogenesis Dynamics-inspired Spiking Neural Network Training Acceleration

  90. Exploring Joint Embedding Architectures and Data Augmentations for Self-Supervised Representation Learning in Event-Based Vision

    • Publisher: CVPR 2023

    • Code: GitHub

  91. End-to-End Neuromorphic Lip-Reading

    • Publisher: CVPR 2023 Workshops

  92. Configurable NbOx Memristors as Artificial Synapses or Neurons Achieved by Regulating the Forming Compliance Current for the Spiking Neural Network

    • Publisher: Advanced Electronic Materials

  93. Learning Delays in Spiking Neural Networks using Dilated Convolutions with Learnable Spacings

    • Publisher: ICLR 2024

    • Code: GitHub

  94. Spike-driven Transformer

    • Publisher: NeurIPS 2023

    • Code: GitHub

  95. Inherent Redundancy in Spiking Neural Networks

    • Publisher: ICCV 2023

    • Code: GitHub

  96. Spiking-Diffusion: Vector Quantized Discrete Diffusion Model with Spiking Neural Networks

  97. SpikeBERT: A Language Spikformer Trained with Two-Stage Knowledge Distillation from BERT

  98. Resource Constrained Model Compression via Minimax Optimization for Spiking Neural Networks

    • Publisher: ACM MM 2023

    • Code: GitHub

  99. Privacy-Preserving Discretized Spiking Neural Networks

  100. Attention-free Spikformer: Mixing Spike Sequences with Simple Linear Transforms

  101. Improving Spiking Neural Network Performance with Auxiliary Learning

    • Publisher: Machine Learning and Knowledge Extraction

  102. SDenseNet-An Improved DenseNet Model for Spiking Neural Networks

    • Publisher: Journal of Physics: Conference Series

  103. Enhancing Robustness of Memristor Crossbar-Based Spiking Neural Networks against Nonidealities: A Hybrid Approach for Neuromorphic Computing in Noisy Environments

    • Publisher: Advanced Intelligent Systems

  104. A LIF Neuron With Adaptive Firing Frequency Based on the GaSe Memristor

    • Publisher: IEEE Transactions on Electron Devices

  105. Direct training high-performance spiking neural networks for object recognition and detection

    • Publisher: Frontiers in Neuroscience

  106. Efficient asynchronous federated neuromorphic learning of spiking neural networks

    • Publisher: Neurocomputing

  107. Predicting the temporal-dynamic trajectories of cortical neuronal responses in non-human primates based on deep spiking neural network

    • Publisher: Cognitive Neurodynamics

  108. Hybrid Spiking Fully Convolutional Neural Network for Semantic Segmentation

    • Publisher: Electronics

  109. A Character-level Short Text Classification Model Based On Spiking Neural Networks

    • Publisher: IJCNN 2023

  110. CBMC: A Biomimetic Approach for Control of a 7-Degree of Freedom Robotic Arm

    • Publisher: Biomimetics

  111. FABLE: A Development and Computing Framework for Brain-inspired Learning Algorithms

    • Publisher: IJCNN 2023

  112. Hybrid photonic deep convolutional residual spiking neural networks for text classification

    • Publisher: Optics Express

  113. Energy-Efficient Spiking Segmenter for Frame and Event-Based Images

    • Publisher: Biomimetics

  114. SPIDEN: deep Spiking Neural Networks for efficient image denoising

    • Publisher: Frontiers in Neuroscience

  115. Batch normalization-free weight-binarized SNN based on hardware-saving IF neuron

    • Publisher: Neurocomputing

  116. AC2AS: Activation Consistency Coupled ANN-SNN framework for fast and memory-efficient SNN training

    • Publisher: Pattern Recognition

  117. Back to Homogeneous Computing: A Tightly-Coupled Neuromorphic Processor With Neuromorphic ISA

    • Publisher: IEEE Transactions on Parallel and Distributed Systems

  118. Bioinspired Spiking Spatiotemporal Attention Framework for Lithium-Ion Batteries Capacity and RUL Prediction by Electrochemical Impedance Spectroscopy

  119. Spiking neural network with working memory can integrate and rectify spatiotemporal features

    • Publisher: Frontiers in Neuroscience

  120. CMOS-PCM Based Artificial Thermosensory Neuron for Bio-Inspired Sensing

    • Publisher: 2023 IEEE 23rd International Conference on Nanotechnology (NANO)

  121. SpikingJelly: An open-source machine learning infrastructure platform for spike-based intelligence

    • Publisher: Science Advances

    • Code: DOI

  122. Masked Spiking Transformer

    • Publisher: ICCV 2023

    • Code: GitHub

  123. Rate Gradient Approximation Attack Threats Deep Spiking Neural Networks

    • Publisher: CVPR 2023

    • Code: GitHub

  124. Exploring Loss Functions for Time-based Training Strategy in Spiking Neural Networks

    • Publisher: NeurIPS 2023

    • Code: GitHub

  125. EICIL: Joint Excitatory Inhibitory Cycle Iteration Learning for Deep Spiking Neural Networks

  126. On-chip spiking neural networks based on add-drop ring microresonators and electrically reconfigurable phase-change materials photonic switches

    • Publisher: Photonics Research

  127. Spiking Neural Network Enhanced Hand Gesture Recognition Using Low-Cost Single-photon Avalanche Diode Array

  128. CLIF: Complementary Leaky Integrate-and-Fire Neuron for Spiking Neural Networks

    • Publisher: ICML 2024

  129. Towards Improved Imbalance Robustness in Continual Multi-Label Learning with Dual Output Spiking Architecture (DOSA)

  130. Facial Expression Recognition Based on Convolutional Spiking Neural Network and STDP Fine-Tune

  131. Spiking-PhysFormer: Camera-Based Remote Photoplethysmography with Parallel Spike-driven Transformer

  132. Spiking CenterNet: A Distillation-boosted Spiking Neural Network for Object Detection

    • Publisher: IJCNN 2024

  133. Efficient and Effective Time-Series Forecasting with Spiking Neural Networks

    • Publisher: ICML 2024

    • Code: GitHub

  134. Efficient Structure Slimming for Spiking Neural Networks

    • Publisher: IEEE Transactions on Artificial Intelligence

  135. Fully Spiking Actor Network with Intra-layer Connections for Reinforcement Learning

  136. Sampling complex topology structures for spiking neural networks

    • Publisher: Neural Networks

    • Code: GitHub

  137. Spikeformer: Training high-performance spiking neural network with transformer

    • Publisher: Neurocomputing

  138. Multi-LRA: Multi logical residual architecture for spiking neural networks

    • Publisher: Information Sciences

  139. Spiking-Detr: A Spike-Driven End-to-End Object Detection Framework on Spike-Form Data Streams Using Spiking-Transformer and Spiking Residual Learning

  140. Trainable Region of Interest Prediction: Hard Attention Framework for Hardware-Efficient Event-Based Computer Vision Neural Networks on Neuromorphic Processors

    • Publisher: LUND UNIVERSITY

  141. Memory-Efficient Reversible Spiking Neural Networks

    • Publisher: AAAI 2024

    • Code: GitHub

  142. Hierarchical Mapping of Large-Scale Spiking Convolutional Neural Networks Onto Resource-Constrained Neuromorphic Processor

    • Publisher: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems

  143. Shrinking Your TimeStep: Towards Low-Latency Neuromorphic Object Recognition with Spiking Neural Network

    • Publisher: AAAI 2024

  144. Event-based Shape from Polarization with Spiking Neural Networks

  145. Spiking Neural Networks for Active Time-Resolved SPAD Imaging

    • Publisher: WACV 2024

  146. Deep Pulse-Coupled Neural Networks

  147. Optimizing skyrmionium movement and stability via stray magnetic fields in trilayer nanowire constructs

    • Publisher: Physical Chemistry Chemical Physics

  148. Pursing the Sparse Limitation of Spiking Deep Learning Structures

  149. Effective Surrogate Gradient Learning With High-Order Information Bottleneck for Spike-Based Machine Intelligence

    • Publisher: IEEE Transactions on Neural Networks and Learning Systems

  150. RFI Detection with Spiking Neural Networks

  151. A brain-inspired energy-efficient Wide Spiking Residual Attention Framework for intelligent fault diagnosis

    • Publisher: Reliability Engineering & System Safety

  152. A two-stage spiking meta-learning method for few-shot classification

    • Publisher: Knowledge-Based Systems

  153. Efficient Spiking Neural Architecture Search with Mixed Neuron Models and Variable Thresholds

    • Publisher: ICONIP 2023

  154. Rethinking Residual Connection in Training Large-Scale Spiking Neural Networks

  155. OR Residual Connection Achieving Comparable Accuracy to ADD Residual Connection in Deep Residual Spiking Neural Networks

  156. SUSHI: Ultra-High-Speed and Ultra-Low-Power Neuromorphic Chip Using Superconducting Single-Flux-Quantum Circuits

    • Publisher: MICRO 2023

  157. Tensor Decomposition Based Attention Module for Spiking Neural Networks

    • Publisher: Knowledge-Based Systems

  158. Spiking Semantic Communication for Feature Transmission with HARQ

  159. SpikePoint: An Efficient Point-based Spiking Neural Network for Event Cameras Action Recognition

  160. Enhancing neuromorphic computing with advanced spiking neural network architectures

    • Publisher: Universidad de Córdoba

  161. Simple and Effective Visual Place Recognition via Spiking Neural Networks and Deep Information

    • Publisher: International Conference on Civil Aviation Safety and Information Technology (ICCASIT), 2023

  162. An efficient pruning and fine-tuning method for deep spiking neural network

    • Publisher: Applied Intelligence

  163. Spike Camera Image Reconstruction Using Deep Spiking Neural Networks

    • Publisher: IEEE Transactions on Circuits and Systems for Video Technology

  164. Autonomous Driving using Spiking Neural Networks on Dynamic Vision Sensor Data: A Case Study of Traffic Light Change Detection

  165. Bioinspired spiking spatiotemporal attention framework for lithium-ion batteries state-of-health estimation

    • Publisher: Renewable and Sustainable Energy Reviews

  166. Spiking neural networks for embedded event-based vision

    • Publisher: Université Côte d'Azur

  167. Hardware-Algorithm Co-design Enabling Processing-in-Pixel-in-Memory (P2M) for Neuromorphic Vision Sensors

  168. Mitigating Overfitting for Deep Learning-based Aging-related Bug Prediction via Brain-inspired Regularization in Spiking Neural Networks

    • Publisher: International Symposium on Software Reliability Engineering Workshops (ISSREW), 2023

  169. Energy-Efficient Visual Search by Eye Movement and Low-Latency Spiking Neural Network

  170. Gaining the Sparse Rewards by Exploring Binary Lottery Tickets in Spiking Neural Network

  171. Efficient Privacy-Preserving Convolutional Spiking Neural Networks with FHE

  172. Learning Spiking Neural Network from Easy to Hard task

  173. Reconstruction of Adaptive Leaky Integrate-and-Fire Neuron to Enhance the Spiking Neural Networks Performance by Establishing Complex Dynamics

    • Publisher: IEEE Transactions on Neural Networks and Learning Systems

  174. A High-speed and Low-power FPGA Implementation of Spiking Convolutional Neural Network Using Logarithmic Quantization

    • Publisher: International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD), 2023

  175. Comparing energy efficiency of Leaky integrate-and-fire and Spike response neuron models in Spiking Neural Networks

    • Publisher: KTH Royal Institute of Technology

  176. A neuromorphic physiological signal processing system based on VO2 memristor for next-generation human-machine interface

    • Publisher: Nature Communications

  177. Event-based classification of defects in civil infrastructures with Artificial and Spiking Neural Networks

    • Publisher: International Work-Conference on Artificial Neural Networks, 2023

  178. Optimal ANN-SNN Conversion with Group Neurons

    • Publisher: ICASSP 2024

    • Code: GitHub

  179. SGLFormer: Spiking Global-Local-Fusion Transformer with high performance

    • Publisher: Frontiers in Neuroscience 2024

    • Code: GitHub

  180. QKFormer: Hierarchical Spiking Transformer using Q-K Attention

    • Publisher: Neurips 2024

    • Code: GitHub

  181. Methodology based on spiking neural networks for univariate time-series forecasting

    • Publisher: Neural Networks

  182. A Unified Evaluation Framework for Spiking Neural Network Hardware Accelerators Based on Emerging Non-Volatile Memory Devices

  183. SpikeNAS: A Fast Memory-Aware Neural Architecture Search Framework for Spiking Neural Network-based Autonomous Agents

    • Publisher: IEEE Transactions on Artificial Intelligence (TAI) 2025

  184. SDiT: Spiking Diffusion Model with Transformer

  185. RepSViT: An Efficient Vision Transformer Based on Spiking Neural Networks for Object Recognition in Satellite On-Orbit Remote Sensing Images

    • Publisher: IEEE Transactions on Geoscience and Remote Sensing

  186. A light-weight neuromorphic controlling clock gating based multi-core cryptography platform

    • Publisher: Microprocessors and Microsystems

  187. Point-to-Spike Residual Learning for Energy-Efficient 3D Point Cloud Classification

    • Publisher: AAAI 2024

  188. EAS-SNN: End-to-End Adaptive Sampling and Representation for Event-based Detection with Recurrent Spiking Neural Networks

  189. Using spiking neural networks to assist fine art and philology study: to classify styles of Chinese calligraphy with minimal computing power

    • Publisher: ICLR 2024 Tiny Papers

  190. Spiking Wavelet Transformer

  191. A Hybrid SNN-ANN Network for Event-based Object Detection with Spatial and Temporal Attention

  192. A novel stochastic resonance based deep residual network for fault diagnosis of rolling bearing system

    • Publisher: ISA Transactions

  193. Application of SNNS Model Based On Multi-Dimensional Attention In Drone Radio Frequency Signal Classification

    • Publisher: ICASSP 2024

  194. Fourier or Wavelet bases as counterpart self-attention in spikformer for efficient visual classification

    • Publisher: Frontiers in Neuroscience, 2025

  195. Spikewhisper: Temporal Spike Backdoor Attacks on Federated Neuromorphic Learning over Low-power Devices

  196. GET: Group Event Transformer for Event-Based Vision

    • Publisher: ICCV 2023

    • Code: GitHub

  197. Fast gradient-free activation maximization for neurons in spiking neural networks

  198. Direct training high-performance deep spiking neural networks: a review of theories and methods

    • Publisher: Frontiers in Neuroscience 2024

  199. Compass: Sram-based computing-in-memory snn accelerator with adaptive spike speculation

    • Publisher: MICRO2024

    • Code: GitHub

  200. Spatiotemporal Trigger on Event Data for Backdoor Attack on Spiking Neural Networks

    • Publisher: AICAS 2025

  201. Towards Automated FPGA Compilation of Spiking Neural Networks

    • Publisher: AICAS 2024

  202. Biologically plausible learning for NLP using spiking neural network

    • Publisher: Brac University, 2025.

  203. Dynamic spatio-temporal pruning for efficient spiking neural networks

    • Publisher: Frontiers in Neuroscience 2025

    • Code: GitHub

  204. Incorporating the Refractory Period into Spiking Neural Networks through Spike-Triggered Threshold Dynamics

    • Publisher: ACM MM 2025

  205. Temporal Reversal Regularization for Spiking Neural Networks: Hybrid Spatio-Temporal Invariance for Generalization

  206. Adaptive Spiking TD3+ BC for Offline-to-Online Spiking Reinforcement Learning

    • Publisher: IJCNN 2024

  207. DelRec: learning delays in recurrent spiking neural networks

  208. Verifying an Efficient Structure Slimming Method for Spiking Neural Networks

    • Publisher: CSIS-IAC 2025

  209. Analyzing the Impact of Climate Change With Major Emphasis on Pollution: A Comparative Study of ML and Statistical Models in Time Series Data

  210. SIDC-KWS: Efficient Spiking Inception-Dilated Conformer with Self-Attention for Keyword Spotting

    • Publisher: Interspeech 2025

  211. Noise-Injected Spiking Graph Convolution for Energy-Efficient 3D Point Cloud Denoising

    • Publisher: AAAI 2025

    • Code: GitHub

  212. Spike-temporal latent representation for energy-efficient event-to-video reconstruction

    • Publisher: ECCV 2024

  213. Improved Imbalance Resilience in Continual Multi-Label Classification with Adaptive Margin Spiking Neural Networks

    • Publisher: 2024 IEEE International Conference on Systems, Man, and Cybernetics (SMC)

  214. Analog Spiking U-Net integrating CBAM&ViT for medical image segmentation

    • Publisher: Neural Network 2025

  215. TONUS: Neuromorphic human pose estimation for artistic sound co-creation

  216. Reconfigurable neuromorphic functions in antiferroelectric transistors through coupled polarization switching and charge trapping dynamics

    • Publisher: Nature Communications

  217. Ds2ta: Denoising spiking transformer with attenuated spatiotemporal attention

  218. Efficient Event-Based Semantic Segmentation via Exploiting Frame-Event Fusion: A Hybrid Neural Network Approach

    • Publisher: AAAI 2025

    • Code: GitHub

  219. Masked Spikformer: Gaussian based and Random Spike Masking for Energy-Efficient Spiking Transformers

    • Publisher: IEEE International Conference on Content-Based Multimedia Indexing (IEEE CBMI). 2025

  220. Spike-TBR: A noise resilient neuromorphic event representation

    • Publisher: Pattern Recognition Letters 2025

  221. Research on Anti-Interference Performance of Spiking Neural Network Under Network Connection Damage

    • Publisher: Brain Sciences 2025

  222. UCF-Crime-DVS: A Novel Event-Based Dataset for Video Anomaly Detection with Spiking Neural Networks

    • Publisher: AAAI 2025

    • Code: GitHub

  223. Energy-efficient PPG-based respiratory rate estimation using spiking neural networks

    • Publisher: Sensors 2024

  224. Adaptive spiking neuron with population coding for a residual spiking neural network

    • Publisher: Applied Intelligence 2025

  225. Signal-SGN: A spiking graph convolutional network for skeletal action recognition via learning temporal-frequency dynamics

  226. Cost-Effective and High-Speed Implementation of Brain-Like Spiking Neural Network with Encoding Architectures on FPGA

    • Publisher: CHAIN, 2024

  227. Auto Deep Spiking Neural Network Design Based on an Evolutionary Membrane Algorithm

    • Publisher: Biomimetics, 2025

  228. Towards Superconducting Neuromorphic Computing using Single-Flux-Quantum Circuits

    • Publisher: IEEE Transactions on Applied Superconductivity, 2025

  229. SpiNeRF: Direct-trained spiking neural networks for efficient neural radiance field rendering

    • Publisher: Frontiers in Neuroscience, 2025

    • Code: GitHub

  230. Hardware/Software Co-design for spike communication optimization: Leveraging neuron-level communication patterns

    • Publisher: Journal of Systems Architecture, 2025

  231. Spiking Neural Network for Intra-cortical Brain Signal Decoding

  232. Pedestrian intention prediction in adverse weather conditions with spiking neural networks and dynamic vision sensors

  233. Photoactive Monolayer MoS2 for Spiking Neural Networks Enabled Machine Vision Applications

    • Publisher: Advanced Materials Technologies, 2025

  234. Improvement of Spiking Neural Network with Bit Planes and Color Models

  235. Dynamic activation with knowledge distillation for energy-efficient spiking nn ensembles

  236. Enhancing Generalization of Spiking Neural Networks Through Temporal Regularization

  237. On Reducing Activity with Distillation and Regularization for Energy Efficient Spiking Neural Networks

    • Publisher: Cham: Springer Nature Switzerland, 2024

  238. TAIL: Exploiting Temporal Asynchronous Execution for Efficient Spiking Neural Networks with Inter-Layer Parallelism

    • Publisher: 2025 Design, Automation & Test in Europe Conference

  239. HiAER-Spike: Hardware-Software Co-Design for Large-Scale Reconfigurable Event-Driven Neuromorphic Computing

    • Publisher: 2024 IEEE International Conference on Rebooting Computing

  240. Spike-Count Reduction Techniques for Low Power Spiking Neural Networks

    • Publisher: Neural Processing Letters, 2025

  241. Spiking Meets Attention: Efficient Remote Sensing Image Super-Resolution with Attention Spiking Neural Networks

    • Publisher: Neurips 2025

    • Code: GitHub

  242. Learning from Noise: Enhancing DNNs for Event-Based Vision through Controlled Noise Injection

    • Publisher: Proceedings of the Computer Vision and Pattern Recognition Conference. 2025

  243. Hybrid Attention Spike Transformer

    • Publisher: IET Cyber‐Systems and Robotics, 2025

  244. Spiking Spatio-Temporal Neural Architecture Search for EEG-Based Emotion Recognition

    • Publisher: IEEE Transactions on Instrumentation and Measurement, 2024

  245. One-step spiking transformer with a linear complexity

    • Publisher: Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence. 2024

    • Code: GitHub

  246. *S* 3A-NPU: A High-Performance Hardware Accelerator for Spiking Self-Supervised Learning With Dynamic Adaptive Memory Optimization

    • Publisher: IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 2025

  247. Energy Efficient Models for Future Communication Networks

    • Publisher: 2025 IEEE 11th International Conference on Network Softwarization

  248. Exploiting temporal-unrolled parallelism for energy-efficient snn acceleration

  249. Efficient Speech Command Recognition Leveraging Spiking Neural Network and Curriculum Learning-based Knowledge Distillation

    • Publisher: IEEE Transactions on Parallel and Distributed Systems, 2024

  250. SpikACom: A Neuromorphic Computing Framework for Green Communications

  251. Long-range feedback spiking network captures dynamic and static representations of the visual cortex under movie stimuli

    • Publisher: Neurips 2024

    • Code: GitHub

  252. SDformerFlow: Spiking neural network transformer for event-based optical flow

    • Publisher: International Conference on Pattern Recognition. Cham: Springer Nature Switzerland, 2024

    • Code: GitHub

  253. Flexible and scalable deep dendritic spiking neural networks with multiple nonlinear branching

  254. Simultaneous Learning Intensity and Optical Flow from High-speed Spike Stream

    • Publisher: IEEE Transactions on Circuits and Systems for Video Technology, 2024.

    • Code: GitHub

  255. Spiking monocular event based 6D pose estimation for space application

  256. WTxGRN: Wavelet Transform-based Extended Gated Recurrent Network for Palm Vein Recognition

    • Publisher: IEEE Transactions on Information Forensics and Security, 2025.

  257. Accuracy-Robustness Trade Off via Spiking Neural Network Gradient Sparsity Trail

  258. Spike-HAR++: an energy-efficient and lightweight parallel spiking transformer for event-based human action recognition

    • Publisher: Frontiers in Computational Neuroscience, 2024

  259. 支持抑制型脉冲神经网络的硬件加速器.

    • Publisher: Journal of Computer Engineering & Applications, 2024

  260. Binary event-driven spiking transformer

  261. Efficient Logit-based Knowledge Distillation of Deep Spiking Neural Networks for Full-Range Timestep Deployment

  262. Hybrid Neural Networks: Integrating Spikes for Energy Efficient Computation

    • Publisher: 2025 IEEE 7th International Conference on Artificial Intelligence Circuits and Systems (AICAS)

  263. A Hybrid Diagnosis Method for Rail Service Status Based on the Analysis of Wheel–Rail Dynamics Behavior with a Prior Data-Driven Vehicle–Rail Dynamics Model

  264. EyeTrAES: fine-grained, low-latency eye tracking via adaptive event slicing

    • Publisher: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 2024

  265. Spiking Swin Transformer for UAV Object Detection Based on Event Cameras

    • Publisher: 2024 12th International Conference on Information Systems and Computing Technology (ISCTech)

  266. Real-Time Hand Gesture Recognition System Using Mediapipe, Spiking Convolution Neural Network and Bi-LSTM

    • Publisher: 2025 International Conference on Electronics, Computing, Communication and Control Technology (ICECCC)

  267. Spatiotemporal Attention Learning Framework for Event-Driven Object Recognition

  268. Event-Based Spiking Neural Networks for Object Detection: A Review of Datasets, Architectures, Learning Rules, and Implementation

    • Publisher: IEEE Access (Volume: 12)

    • Code: GitHub

  269. Efficient data processing pipeline for event-based vision datasets: techniques and insights

    • Publisher: Engineering Research Express

    • Code: GitHub

  270. EvSegSNN: Neuromorphic Semantic Segmentation for Event Data

    • Publisher: IJCNN 2024

  271. Spiking Neural Networks for Multimodal Neuroimaging: A Comprehensive Review of Current Trends and the NeuCube Brain-Inspired Architecture

    • Publisher: Bioengineering

  272. Towards Scalable GPU-Accelerated SNN Training via Temporal Fusion

    • Publisher: Artificial Neural Networks and Machine Learning – ICANN 2024

    • Code: GitHub

  273. Evetac Meets Sparse Probabilistic Spiking Neural Network: Enhancing Snap-Fit Recognition Efficiency and Performance

    • Publisher: IEEE Robotics and Automation Letters

  274. Strain-mediated multistate skyrmion for neuron devices

    • Publisher: Nanoscale

  275. Unveiling Robustness of Spiking Neural Networks against Data Poisoning Attacks

    • Publisher: IJCNN 2024

  276. Spike Time Noise and Generalization in Spiking Neural Networks: Evaluating the Effects of Controlled Jitter on Overfitting and Performance

  277. Poster: Hybrid Encoding in SNN-Based Transformers for Accurate Time Series Forecasting

    • Publisher: 2024 IEEE 21st International Conference on Mobile Ad-Hoc and Smart Systems (MASS)

  278. CPT-SNN: A spiking neural network that can combine the previous timestep

    • Publisher: Neurocomputing

  279. Event-based White Blood Cell Classification using Convolutional Spiking Neural Networks

    • Publisher: 2024 IEEE International Conference on Metaverse Computing, Networking, and Applications (MetaCom)

  280. Spiking ST-former: enhancing spatio-temporal modeling in spiking transformers via integrated self-attention mechanisms

    • Publisher: The Visual Computer

    • Code: GitHub

  281. Reversing Structural Pattern Learning with Biologically Inspired Knowledge Distillation for Spiking Neural Networks

    • Publisher: ACM MM 2024

  282. Electrocardiography classification with leaky Integrate-and-Fire neurons in an artificial neural network-Inspired spiking neural network framework

    • Publisher: Sensors

  283. MFN: A Brain-Like Auditory Model Based on Spiking Neural Networks

    • Publisher: 2024 21st International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP)

  284. Improvement of Spiking Neural Network with Bit Plane Coding

    • Publisher: 2024 IEEE 16th International Conference on Computational Intelligence and Communication Networks (CICN)

  285. Constructing lightweight and efficient spiking neural networks for EEG-based motor imagery classification

    • Publisher: Biomedical Signal Processing and Control

  286. Rethinking the Membrane Dynamics and Optimization Objectives of Spiking Neural Networks

    • Publisher: NeurIPS 2024

    • Code: GitHub

  287. Optimized negative spikes in Spiking Neural Networks for low-latency ECG classification

    • Publisher: Pattern Recognition Letters

  288. BKDSNN: Enhancing the Performance of Learning-Based Spiking Neural Networks Training with Blurred Knowledge Distillation

    • Publisher: ECCV 2024

    • Code: GitHub

  289. Spike-slr: an energy-efficient parallel spiking transformer for event-based sign language recognition

    • Publisher: 35th British Machine Vision Conference 2024

    • Code: GitHub

  290. Attention-Aware Neuromorphic Semantic Communications

    • Publisher: 2024 IEEE 34th International Workshop on Machine Learning for Signal Processing (MLSP)

  291. Maximizing Energy Efficiency in Spiking Neural Networks: A Dynamic Joint Pruning Framework

    • Publisher: DAC 2025

  292. Head-Tail-Aware KL Divergence in Knowledge Distillation for Spiking Neural Networks

  293. EOS: An Energy-Oriented Attack Framework for Spiking Neural Networks

    • Publisher: DAC 2024

  294. CSDformer: A Conversion Method for Fully Spike-Driven Transformer

  295. SpikeNAS-Bench: Benchmarking NAS Algorithms for Spiking Neural Network Architecture

    • Publisher: IEEE Transactions on Artificial Intelligence

  296. Leaky integrate-and-fire and oscillation neurons based on ZnO diffusive memristors for spiking neural networks

    • Publisher: Science China Materials

  297. SNNSIR: A Simple Spiking Neural Network for Stereo Image Restoration

  298. Effet d'un masquage d'impulsions sur la consommation énergétique d'un SNN: application au Spikformer

    • Publisher: XXXe Colloque Francophone de Traitement du Signal et des Images, GRETSI 2025

  299. EventCrab: Harnessing Frame and Point Synergy for Event-based Action Recognition and Beyond

  300. A Comparative Study: Error Analysis and Model Efficiency in Event-Based Action Recognition

    • Publisher: 2024 IEEE Thirteenth International Conference on Image Processing Theory, Tools and Applications (IPTA)

  301. Efficient orbit-torque driven spiking neuromorphic device mimicking the selective attention mechanism for self-adaptive recognition

    • Publisher: Science China Materials

  302. Hydrogen bonding networks for tunable organic neuromorphic transistor arrays and in-sensor computing

    • Publisher: Matter

  303. Spiking Transfer Learning From RGB Image to Neuromorphic Event Stream

    • Publisher: IEEE Transactions on Image Processing

  304. Event-Driven CsPbBr3 Perovskite Visual Neurons for Motion Direction Recognition in Low-Light Scenes

    • Publisher: IEEE Transactions on Electron Devices

  305. Towards Low-latency Event-based Visual Recognition with Hybrid Step-wise Distillation Spiking Neural Networks

    • Publisher: ACM MM 2024

    • Code: GitHub

  306. PS4: A Low Power SNN Accelerator with Spike Speculative Scheme

    • Publisher: 2024 IEEE 42nd International Conference on Computer Design (ICCD)

  307. NEURAL: An Elastic Neuromorphic Architecture with Hybrid Data-Event Execution and On-the-fly Attention Dataflow

  308. Synergy Between the Strong and the Weak: Spiking Neural Networks are Inherently Self-Distillers

    • Publisher: NeurIPS 2025

  309. Prosperity: Accelerating Spiking Neural Networks via Product Sparsity

    • Publisher: 2025 IEEE International Symposium on High Performance Computer Architecture (HPCA)

    • Code: GitHub

  310. Medical Image Classification Using Lightweight Deep Spiking Neural Network

    • Publisher: Iranian Journal of Science and Technology, Transactions of Electrical Engineering

  311. Xpikeformer: Hybrid Analog-Digital Hardware Acceleration for Spiking Transformers

    • Publisher: IEEE Transactions on Very Large Scale Integration (VLSI) Systems

  312. SVFormer: A Direct Training Spiking Transformer for Efficient Video Action Recognition

    • Publisher: Human Brain and Artificial Intelligence (HBAI 2024)

  313. SNN-SC: A Spiking Semantic Communication Framework for Collaborative Intelligence

    • Publisher: IEEE Transactions on Vehicular Technology

  314. 基于脉冲神经元膜电位增量的 数据分布统计量及批归一化 (Data distribution statistics and batch normalization based on membrane potential increments of spiking neurons)

    • Publisher: 计算机应用研究(Application Research of Computers)

  315. Efficiently Training Time-to-First-Spike Spiking Neural Networks from Scratch

  316. Topology optimization of random memristors for input-aware dynamic SNN

    • Publisher: Science Advances

    • Code: GitHub

  317. LED: A Large-scale Real-world Paired Dataset for Event Camera Denoising

    • Publisher: CVPR 2024

    • Code: GitHub

  318. Highly Efficient 3D Human Pose Tracking From Events With Spiking Spatiotemporal Transformer

    • Publisher: IEEE Transactions on Circuits and Systems for Video Technology

    • Code: GitHub

  319. SATRN: Spiking Audio Tagging Robust Network

    • Publisher: Electronics

  320. Toward High-Accuracy, Programmable Extreme-Edge Intelligence for Neuromorphic Vision Sensors utilizing Magnetic Domain Wall Motion-based MTJ

    • Publisher: DAC 2024

  321. Advancing Spiking Neural Networks for Sequential Modeling with Central Pattern Generators

    • Publisher: NeurIPS 2024

    • Code: GitHub

  322. Temporal Information Reconstruction and Non-Aligned Residual in Spiking Neural Networks for Speech Classification

  323. 基于脉冲神经网络微调方法的遥感图像目标检测 (Research on Spiking Neural Network fine-tuning method for object detection in remote sensing images)

    • Publisher: 遥感学报 (National Remote Sensing Bulletin)

  324. MK-SGN: A Spiking Graph Convolutional Network with Multimodal Fusion and Knowledge Distillation for Skeleton-based Action Recognition

  325. Wavelet and time domain attention-guided stochastic resonance network for fault diagnosis of rotating machinery in strong noise environment

    • Publisher: Measurement Science and Technology

  326. Eventrpg: Event data augmentation with relevance propagation guidance

    • Publisher: ICLR 2024

    • Code: GitHub

  327. The neurobench framework for benchmarking neuromorphic computing algorithms and systems

    • Publisher: Nature Communications

  328. Monas-Esnn: Multi-Objective Neural Architecture Search for Efficient Spiking Neural Networks

  329. SpikeVoice: High-Quality Text-to-Speech Via Efficient Spiking Neural Network

    • Publisher: ACL 2024

  330. Adversarial Robustness of Rate-Encoded Spiking Neural Networks

  331. SiamEFT: adaptive-time feature extraction hybrid network for RGBE multi-domain object tracking

    • Publisher: Frontiers in Neuroscience

  332. Efficient Deep Spiking Multilayer Perceptrons With Multiplication-Free Inference

    • Publisher: IEEE Transactions on Neural Networks and Learning Systems

  333. Rethinking spiking neural networks from an ensemble learning perspective

    • Publisher: ICLR 2025

  334. SpikingViT: A Multiscale Spiking Vision Transformer Model for Event-Based Object Detection

    • Publisher: IEEE Transactions on Cognitive and Developmental Systems

  335. Learning Low-Energy Consumption Obstacle Detection Models for the Blind

    • Publisher: Australasian Joint Conference on Artificial Intelligence

  336. Towards Efficient Deep Spiking Neural Networks Construction with Spiking Activity based Pruning

    • Publisher: ICML 2024

  337. Encrypted Spiking Neural Networks Based on Adaptive Differential Privacy Mechanism

    • Publisher: Entropy

  338. Biologically Plausible Learning via Bidirectional Spike-Based Distillation

  339. Spiking Variational Graph Representation Inference for Video Summarization

    • Publisher: IEEE Transactions on Image Processing

    • Code: GitHub

  340. TDFormer: A Top-Down Attention-Controlled Spiking Transformer

  341. High-Performance Temporal Reversible Spiking Neural Networks with O(L) Training Memory and O(1) Inference Cost

    • Publisher: ICML 2024

    • Code: GitHub

  342. When SNN meets ANN: Error-Free ANN-to-SNN Conversion for Extreme Edge Efficiency

    • Publisher: Transactions on Machine Learning Research

    • Code: GitHub

  343. Chapter: Spike-Based Learning with Information Theory. In: Neuromorphic Intelligence

    • Publisher: Springer

  344. DMR: Decomposed Multi-Modality Representations for Frames and Events Fusion in Visual Reinforcement Learning

    • Publisher: CVPR 2024

    • Code: GitHub

  345. Ensemble of Simple Spiking Neural Networks as a Concept Drift Detector

    • Publisher: Radio Electronics, Computer Science, Control

  346. A comprehensive multimodal benchmark of neuromorphic training frameworks for spiking neural networks

    • Publisher: Engineering Applications of Artificial Intelligence

  347. The role of membrane time constant in the training of spiking neural networks

  348. DVS-PedX: Synthetic-and-Real Event-Based Pedestrian Dataset

  349. Slax: a composable JAX library for rapid and flexible prototyping of spiking neural networks

    • Publisher: Neuromorphic Computing and Engineering

    • Code: GitHub

  350. From Convolution to Spikes for Mental Health: A CNN-to-SNN Approach Using the DAIC-WOZ Dataset

    • Publisher: Applied Sciences

    • Code: GitHub

  351. Spyx: A library for just-in-time compiled optimization of spiking neural networks

  352. STEP: A Unified Spiking Transformer Evaluation Platform for Fair and Reproducible Benchmarking

  353. SU-YOLO: Spiking Neural Network for Efficient Underwater Object Detection

    • Publisher: Neurocomputing 2025

    • Code: GitHub

  354. Rsnn: Recurrent spiking neural networks for dynamic spatial-temporal information processing

    • Publisher: ACM MM 2024

  355. Event-based depth prediction with deep spiking neural network

    • Publisher: IEEE Transactions on Cognitive and Developmental Systems, 2024

  356. Embedded event based object detection with spiking neural network

    • Publisher: 2024 International Joint Conference on Neural Networks (IJCNN)

  357. NeuCODEX: Edge-Cloud Co-Inference with Spike-Driven Compression and Dynamic Early-Exit

  358. A Self-attention Spiking Neural Network for Human-to-Human Interaction Recognition Based on Wi-Fi Signals

    • Publisher: 2024 IEEE Smart World Congress (SWC)

  359. Balancing Energy Consumption and Detection Accuracy in Cardiovascular Disease Diagnosis: A Spiking Neural Network-Based Approach with ECG and PCG Signals

    • Publisher: Sensors 2025

  360. Spiking point transformer for point cloud classification

    • Publisher: AAAI 2025

    • Code: GitHub

  361. DSC-SNN: A Depthwise Separable Convolutional Spiking Neural Network for Efficient, Privacy-Preserving Action Recognition from Event-Based Data

    • Publisher: MAPR 2025

  362. Neuronquant: Accurate and efficient post-training quantization for spiking neural networks

    • Publisher: Proceedings of the 30th Asia and South Pacific Design Automation Conference 2025

    • Code: GitHub

  363. Sign gradient descent-based neuronal dynamics: ANN-to-SNN conversion beyond reLU network

    • Publisher: ICML 2024

    • Code: GitHub

  364. Akkumula: Evidence accumulation driver models with Spiking Neural Networks

  365. Membership privacy evaluation in deep spiking neural networks

  366. DAFF-SNN: Dual attention-driven and feature fusion-based spiking neural network for epilepsy detection based on electroencephalogram

    • Publisher: IEEE Journal of Biomedical and Health Informatics (2025)

  367. Traffic Sign Recognition Model Based on Spiking Neural Network

    • Publisher: NNICE 2024

  368. A Hybrid Stochastic-Binary Computing Batch Normalization Engine for Low-Power On-Chip Learning Spiking Neural Networks

    • Publisher: VLSI 2025

  369. ST-BPTT: A Memory-efficient BPTT SNN Training Approach through Gradient-Contribution-Driven Time-Step Selection

    • Publisher: BioCAS 2024

  370. Spiking St-Former: An Improved Spiking Transformer with Spatio-Temporal Self Attention

  371. Spiking Meets Ann: A Hybrid Architecture For Energy-Efficient, Multimodal Language Modeling

  372. TE-Spikformer: Temporal-enhanced spiking neural network with transformer

    • Publisher: Neurocomputing, 2024

  373. Event-based structured light 3D reconstruction driven by spiking neural networks

    • Publisher: Optics & Laser Technology, 2025

  374. Convolutional & Spiking Neural Networks for the Efficient Classification of Rotor Faults in Induction Motors via Stator Current and Stray Flux Signals

    • Publisher: SDEMPED 2025

  375. Exploring vulnerabilities in spiking neural networks: Direct adversarial attacks on raw event data

    • Publisher: ECCV 2024

    • Code: GitHub

  376. Efficient spiking convolutional neural networks accelerator with multi-structure compatibility

    • Publisher: Frontier

  377. Spiking Neural Networks: A Comprehensive Survey of Training Methodologies, Hardware Implementations and Applications

    • Publisher: Artificial Intelligence Science and Engineering

  378. Advancing training efficiency of deep spiking neural networks through rate-based backpropagation

    • Publisher: NeurIPS 2024

    • Code: GitHub

  379. NeuroSORT: A Neuromorphic Accelerator for Spike-based Online and Real-time Tracking

    • Publisher: AICAS 2024

  380. Spike-Driven Channel-Temporal Attention Network with Multi-Scale Convolution for Energy-Efficient Bearing Fault Detection

    • Publisher: Applied Sciences, 2025 - mdpi.com

  381. Sea Surface Small Target Detection Using Spiking Neural Network with Controllable False Alarm

    • Publisher: IEEE Geoscience and Remote Sensing Letters (2025)

  382. QSViT: A Methodology for Quantizing Spiking Vision Transformers

  383. Eye tracking based on event camera and spiking neural network

    • Publisher: Electronics, 2024 - mdpi.com

  384. A Self-Ensemble Inspired Approach for Effective Training of Binary-Weight Spiking Neural Networks

  385. Towards Label-Efficient Deep Learning-based Aging-related Bug Prediction with Spiking Convolutional Neural Networks

    • Publisher: IEEE Transactions on Emerging Topics in Computing (2025)

  386. Assessment of deep learning-based detection algorithms using event cameras for construction applications

  387. MSR-SNN: Advancing Neuromorphic Vision Object Classification with Multi-Scale-Residual Spiking Neural Networks

    • Publisher: IEEE Sensors Journal (2025)

  388. AT-SNN: Adaptive Tokens for Vision Transformer on Spiking Neural Network

  389. Understanding SNN and Its Recent Advancements

  390. SVFormer: A Direct Training Spiking

    • Publisher: Human Brain and Artificial Intelligence

  391. RTFormer: Re-parameter TSBN Spiking Transformer

    • Publisher: IJCNN 2024

  392. TRIP: Trainable Region-of-Interest Prediction for Hardware-Efficient Neuromorphic Processing on Event-based Vision

    • Publisher: ICONS 2024

    • Code: GitHub

  393. Hybrid Layer-Wise ANN-SNN With Surrogate Spike Encoding-Decoding Structure

  394. SpikF: Spiking Fourier Network for Efficient Long-term Prediction

    • Publisher: ICML 2025

    • Code: GitHub

  395. Are neuromorphic architectures inherently privacy-preserving? an exploratory study

    • Publisher: PoPETS 2024

  396. Spike-BRGNet: Efficient and accurate event-based semantic segmentation with boundary region-guided spiking neural networks

    • Publisher: IEEE Transactions on Circuits and Systems for Video Technology

  397. Research on SNN Learning Algorithms and Networks Based on Biological Plausibility

    • Publisher: IEEE Access

  398. SM-Former: Spiking Symmetric Mixing Branchformer for Brain Auditory Attention Detection

  399. Spiking graph neural network on riemannian manifolds

    • Publisher: NeurIPS 2024

    • Code: GitHub

  400. THE-SEAN: A Heart Rate Variation-Inspired Temporally High-Order Event-Based Visual Odometry with Self-Supervised Spiking Event Accumulation Networks

  401. Adaptive Time-step Training for Enhancing Spike-Based Neural Radiance Fields

  402. A bio-inspired spiking neural network with adaptive spatiotemporal filtering and direction-modulated synaptic plasticity for robust collision detection

  403. Spiking Neural Networks for Temporal Processing: Status Quo and Future Prospects

  404. Deep event-based object detection in autonomous driving: a survey

  405. EPOC: A 28-nm 5.3 pJ/SOP Event-driven Parallel Neuromorphic Hardware with Neuromodulation-based Online Learning

    • Publisher: IEEE Transactions on Biomedical Circuits and Systems (2024)

  406. Unsupervised Backdoor Detection and Mitigation for Spiking Neural Networks

  407. Spiking Depth: Depth Estimation from Sparse Events with Spiking Neural Networks

    • Publisher: Expert Systems with Applications, 2025

  408. A neuromorphic hardware architecture based on TTFS coding with temporal quantization for spiking neural networks

    • Publisher: Integration 2025

  409. Toward Efficient Spiking Transformers: Synapse Pruning Meets Synergistic Learning-Based Compensation

  410. Enhanced Self-Distillation Framework for Efficient Spiking Neural Network Training

  411. Neuromorphic Optical Tracking and Imaging of Randomly Moving Targets through Strongly Scattering Media

  412. Visual feature extraction through brain inspired algorithms: towards efficiency, accuracy and continual learning

  413. Learning-Efficient Spiking Neural Networks with Multi-Compartment Spatio-Temporal Backpropagation

    • Publisher: iScience 2025

    • Code: GitHub

  414. BIMII-Net: Brain-Inspired Multi-Iterative Interactive Network for RGB-T Road Scene Semantic Segmentation

  415. Reproducing the Few-Shot Learning Capabilities of the Visual Ventral Pathway Using Vision Transformers and Neural Fields

    • Publisher: Brain Sciences

  416. SNNAX-Spiking Neural Networks in JAX

    • Publisher: 2024 International Conference on Neuromorphic Systems (ICONS)

  417. Fractional Spike Differential Equations Neural Network with Efficient Adjoint Parameters Training

  418. Design and Application of Spiking Neural Networks Based on LIF Neurons

    • Publisher: ICDACAI 2024

  419. GenericSNN: a framework for easy development of Spiking Neural Networks

    • Publisher: IEEE Access 2024

  420. SPAIC: a spike-based artificial intelligence computing framework

  421. TinySpiking: a lightweight and efficient python framework for unsupervised learning spiking neural networks

    • Publisher: Engineering Research Express 2025

  422. SpikingYOLOX: Improved YOLOX Object Detection with Fast Fourier Convolution and Spiking Neural Networks

    • Publisher: AAAI 2025

  423. Efficient Event-based Delay Learning in Spiking Neural Networks

  424. Compressed Sensing Spiking Neural Network for Sparse Signal Classification

    • Publisher: BioCAS 2024

  425. A Lightweight Shallow Convolutional SNN Combined with STDP Fine-Tuning for Facial Expression Recognition

  426. A Multi-modal Spiking Meta-learner with Brain-Inspired Task-Aware Modulation Scheme

    • Publisher: ICANN 2024

  427. Gaining the Sparse Rewards by Exploring Lottery Tickets in Spiking Neural Networks

    • Publisher: IROS 2024

  428. Spiking neural networks with adaptive membrane time constant for event-based tracking

    • Publisher: TIP 2025

  429. Spiking the Transformer: NeuViT with Single‑Step Attention for Efficient High-Resolution UAV Vision

  430. SpikingVPR: Spiking Neural Network-Based Feature Aggregation for Visual Place Recognition

    • Publisher: ICSMD 2024

  431. Spikedattention: Training-free and fully spike-driven transformer-to-snn conversion with winner-oriented spike shift for softmax operation

    • Publisher: NeurIPS 2024

    • Code: GitHub

  432. Graph spiking neural network for advanced urban flood risk assessment

    • Publisher: iScience

  433. An Efficient Brain-Inspired Accelerator Using a High-Accuracy Conversion Algorithm for Spiking Deformable CNN

    • Publisher: IEEE Transactions on Circuits and Systems II: Express Briefs 2025

  434. TQ-TTFS: High-Accuracy and Energy-Efficient Spiking Neural Networks Using Temporal Quantization Time-to-First-Spike Neuron

    • Publisher: ASP-DAC 2024

  435. Once upon a spike time: exploring spiking neurons and perspective applications of neuromorphic solutions

  436. SpikeNAS: A Fast Memory-Aware Neural Architecture Search Framework for Spiking Neural Network-based Embedded AI Systems

    • Publisher: IEEE Transactions on Artificial Intelligence 2025

  437. SCSC: Leveraging Sparsity and Fault-Tolerance for Energy-Efficient Spiking Neural Networks

    • Publisher: ASPDAC 25

  438. Research on Large Scale SNN Oriented Simulation Optimization Method

    • Publisher: JCRAI '24

  439. A dynamic vision sensor object recognition model based on trainable event-driven convolution and spiking attention mechanism

  440. Advancing Neuromorphic Architecture Towards Emerging Spiking Neural Network on FPGA

    • Publisher: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems 2025

  441. The Promise of Spiking Neural Networks for Ubiquitous Computing: A Survey and New Perspectives

  442. Neuromorphic computing for graph analytics

    • Publisher: Proceedings of the 43rd IEEE/ACM International Conference on Computer-Aided Design

  443. Spiking-LSTM: A novel hyperspectral image segmentation network for Sclerotinia detection

    • Publisher: Computers and Electronics in Agriculture 2024

  444. SMVSNN: An Intelligent Framework for Anticancer Drug–Drug Interaction Prediction Utilizing Spiking Multi-view Siamese Neural Networks

    • Publisher: ACS Publications 2025

  445. Spiking Broad Learning System for Facial Expression Recognition in the Wild

  446. Towards Effective and Sparse Adversarial Attack on Spiking Neural Networks via Breaking Invisible Surrogate Gradients

    • Publisher: CVPR 2025

  447. SPEAR: Structured Pruning for Spiking Neural Networks via Synaptic Operation Estimation and Reinforcement Learning

  448. Edge Intelligence with Spiking Neural Networks

  449. Spatio-Temporal Decoupled Learning for Spiking Neural Networks

  450. Spikelm: Towards general spike-driven language modeling via elastic bi-spiking mechanisms

    • Publisher: ICML 2024

  451. 基于多维投影时空事件帧的动态视觉传感手势识别

    • Publisher: 系统仿真学报

  452. Efficient Event-Based Object Detection: A Hybrid Neural Network with Spatial and Temporal Attention

    • Publisher: CVPR 2025

  453. STF: Shallow-Level Temporal Feedback to Enhance Spiking Transformers

  454. SGSAFormer: Spike Gated Self-Attention Transformer and Temporal Attention

  455. Neuromorphic computing for the masses

    • Publisher: International Conference on Neuromorphic Systems (ICONS) 2024

  456. Channelwise Regional Integrate and Multiple Firing Neuron: Improving the Spatiotemporal Learning of Spiking Neural Networks

  457. A 1.1 μJ/Inference Binary Spiking Neural Network Accelerator for DVS Gesture Recognition

    • Publisher: IEEE Transactions on Circuits and Systems I: Regular Papers 2025

  458. Efficient Training of Spiking Neural Networks by Spike-aware Data Pruning

  459. Time-e2v: Overcoming limitations of e2vid

  460. Integrated algorithm and hardware design for hybrid neuromorphic systems

    • Publisher: npj Unconventional Computing 2025

  461. 大规模脉冲神经网络动态加载仿真方法

    • Publisher: 系统仿真学报

  462. Efficient Training and Neuro-Encoding for Bridging Hybrid ANN and SNN Computation

    • Publisher: IEEE Transactions on Emerging Topics in Computing 2025

  463. Research on hardware acceleration of traffic sign recognition based on spiking neural network and FPGA platform

    • Publisher: IEEE Transactions on Very Large Scale Integration (VLSI) Systems 2025

  464. Fully spiking actor network with intralayer connections for reinforcement learning

    • Publisher: IEEE Transactions on Neural Networks and Learning Systems 2024

  465. Hardware–Software Co-design Computational Framework and Hardware-Aware Training for Photonic Spiking Convolutional Networks with DFB-SA Laser

  466. CBMC-V2: A CNS-inspired Framework for Real-time Robotic Arm Control

    • Publisher: 2024 IEEE-RAS 23rd International Conference on Humanoid Robots (Humanoids)

  467. Spiking Neural Networks for Real-Time Pedestrian Street-Crossing Detection Using Dynamic Vision Sensors in Simulated Adverse Weather Conditions

  468. SpikeSMOKE: Spiking Neural Networks for Monocular 3D Object Detection with Cross-Scale Gated Coding

  469. Brain-inspired computing: A systematic survey and future trends

    • Publisher: Proceedings of the IEEE

  470. Obstacle Avoidance in a Crowd With a Plastic Recurrent Mushroom Body Model

    • Publisher: IEEE Access 2025

  471. Improving the sparse structure learning of spiking neural networks from the view of compression efficiency

  472. Computation-Efficient Hardware Accelerator for Unstructured-Pruned Spiking Convolutional Neural Networks

    • Publisher: 2025 IEEE 7th International Conference on Artificial Intelligence Circuits and Systems (AICAS)

  473. Ec-snn: Splitting deep spiking neural networks for edge devices

    • Publisher: IJCAI 2024

  474. Optical flow estimation from event-based data using spiking neural networks

  475. Visual Slam in the Heterogeneous Intelligence Era: A Survey

  476. eBrainISA: Edge-oriented Instruction Set Architecture for Hybrid Brain-inspired Computing

    • Publisher: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2025

  477. Spatial-temporal spiking feature pruning in spiking transformer

    • Publisher: IEEE Transactions on Cognitive and Developmental Systems 2024

  478. Enhancing robustness against adversarial attacks in multimodal emotion recognition with spiking transformers

    • Publisher: IEEE Access 2025

  479. Towards biologically plausible computing: A comprehensive comparison

  480. High-Performance Temporal Reversible Spiking Neural Networks with $ O (L) $ Training Memory and $ O (1) $ Inference Cost.

    • Publisher: ICML2024

    • Code: GitHub

  481. Ftbc: Forward temporal bias correction for optimizing ann-snn conversion

    • Publisher: ECCV 2024

  482. SNN-IoT: Efficient Partitioning and Enabling of Deep Spiking Neural Networks in IoT Services

    • Publisher: IEEE Transactions on Services Computing 2025

  483. IML-Spikeformer: Input-Aware Multilevel Spiking Transformer for Speech Processing

    • Publisher: IEEE Transactions on Neural Networks and Learning Systems 2025

  484. A Multi-Angle Encoding Spiking Convolutional Neural Network for Remote Sensing Classification

    • Publisher: In 2024 7th International Conference on Algorithms, Computing and Artificial Intelligence (ACAI) (pp. 01-05). IEEE.

  485. Research on general-purpose brain-inspired computing systems

    • Publisher: Journal of Computer Science and Technology

  486. Simple Transformer with Single Leaky Neuron for Event Vision

    • Publisher: WACV Workshops, 2025

  487. An Asynchronous Multi-core Accelerator for SNN inference

  488. Timestep-parallel 4D Neuromorphic Computing Array Enabling High Computing Power Density and High Energy Efficiency

    • Publisher: IEEE Transactions on Circuits and Systems II: Express Briefs.

  489. DVS-Aware Visual Perception for Pose Estimation of Mobile Robots with Neuromorphic Implementation

    • Publisher: ICRA 2025

  490. Multiplication-Free Parallelizable Spiking Neurons with Efficient Spatio-Temporal Dynamics

    • Publisher: Neurips 2025

    • Code: GitHub

  491. 脉冲深度学习梯度替代算法研究综述

    • Publisher: 计算机学报

    • Code: GitHub

  492. 基于突触可塑性延迟和时间注意力的脉冲神经网络及其语音识别应用

    • Publisher: 计算机学报

  493. 脉冲神经网络基准测试及类脑训练框架性能评估

    • Publisher: 应用科学学报

  494. 基于自适应时间步脉冲神经网络的高效图像分类

    • Publisher: 自动化学报

  495. 电子传输层结构调控对钙钛矿忆阻器性能优化

    • Publisher: 湖北大学

  496. BIVM: 类脑计算编译框架及其原型研究

    • Publisher: 软件学报

  497. 基于脉冲神经元膜电位增量的数据分布统计量及批归一化

    • Publisher: 计算机应用研究

  498. 多注意力残差脉冲神经网络的接地网故障诊断

    • Publisher: 电子测量与仪器学报

  499. 基于自适应阈值与多特征融合的脉冲神经网络语义分割方法

    • Publisher: 控制与信息技术

  500. 基于自适应替代梯度和阈值脉冲池化的脉冲神经网络

    • Publisher: 小型微型计算机系统

  501. 基于DT-LIF神经元与SSD的脉冲神经网络目标检测方法

    • Publisher: 电子与信息学报

  502. 融合脉冲神经网络的模糊情景车辆重识别算法

    • Publisher: 应用科技

  503. Spiking Neural Networks Need High-Frequency Information

    • Publisher: NeurIPS 2025

    • Code: GitHub

  504. Towards Lossless Memory-efficient Training of Spiking Neural Networks via Gradient Checkpointing and Spike Compression

    • Publisher: ICLR 2026

    • Code: GitHub

  505. Benchmarking SpikingJelly-Based SNNs Against Conventional ANNs: An MNIST Case Study on Accuracy and Synops

    • Publisher: 29th International Computer Science and Engineering Conference (ICSEC)

  506. Brain signal analysis by Spiking neural networks

    • Publisher: 2025 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery (CyberC)

  507. A VelocitySNN-Fuzzy AI Architecture: Neuromorphic Event-Driven Spiking Neural Network and Fuzzy Logic AI System for 3D Velocity Determination in Martian Flight

    • Publisher: NAECON 2025 - IEEE National Aerospace and Electronics Conference

  508. Improving Liver Disease Diagnosis with SNNDeep: A Custom Spiking Neural Network Using Diverse Learning Algorithms

  509. HiAER-spike software-hardware reconfigurable platform for event-driven neuromorphic computing at scale

    • Publisher: npj Unconventional Computing

    • Code: GitHub

  510. Strain-gradient-driven synthetic antiferromagnetic skyrmion neuron with velocity-affine LIF dynamics for neuromorphic computing

    • Publisher: Journal of Physics D: Applied Physics

  511. Benchmarking microsaccade recognition with event cameras: a novel dataset and evaluation

    • Publisher: The 35th British Machine Vision Conference

    • Code: GitHub

  512. A Practical Tutorial on Spiking Neural Networks

    • Publisher: Eng

  513. Comparative Performance Evaluation of CNN and SNN Architectures for Real-Time Obstacle Avoidance in Autonomous Driving

    • Publisher: 2026 International Conference on Electronics and Renewable Systems (ICEARS)

  514. Low-Cost Spiking Networks on FPGA for Event-Based Gesture Detection

    • Publisher: 2025 International Symposium on Signals, Circuits and Systems (ISSCS)

  515. SE-SNN: Squeeze-and-Excitation-Enhanced Spiking Neural Networks with Learnable Neuron Dynamics for Event-Based Vision

    • Publisher: Biomimetics

    • Code: GitHub

  516. Sg-snn: a self-organizing spiking neural network based on temporal information

    • Publisher: Cognitive Neurodynamics

  517. PSViT: Structurally Pruning Spiking Vision Transformers

  518. SU-YOLO: SNN for efficient underwater object detection

    • Publisher: Neurocomputing

    • Code: GitHub

  519. EbESCNN: Eye Binary Event Spiking CNN for Eye Tracking

    • Publisher: 2025 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE)

  520. Characterizing Neuromorphic Workloads from A System Perspective

  521. SpikGPT: A High-Accuracy and Interpretable Spiking Attention Framework for Single-Cell Annotation

  522. Leaky-Integrate-Fire Neuron via Synthetic Antiferromagnetic Coupling and Spin-Orbit Torque

    • Publisher: Wiley Advanced Science

  523. PS3N: Probabilistic Spiking Structured State-Space Networks for Event-Based Visual-Tactile Slip Detection

    • Publisher: IEEE Transactions on Robotics

  524. Closing the Theory-Practice Gap in Spiking Transformers via Effective Dimension

  525. All-Spiking ECG Analysis for Arrhythmia Classification on Low-Power FPGA

    • Publisher: IEEE Sensors Journal

  526. Neuromorphic Continual Learning for Sequential Deployment of Nuclear Plant Monitoring Systems

  527. Nanoscale exchange-bias magnetic tunnel junctions enabled memristive synapse and leaky-integrate-fire neuron for neuromorphic computing

    • Publisher: Nature Communications

  528. Energy-Efficient Drowsiness Detection with Spiking Neural Networks

    • Publisher: 2026 International Conference on Computing, Networking and Communications (ICNC)

  529. Dynamic Loading Simulation Method for Large-scale Spiking Neural Network

    • Publisher: Journal of System Simulation

  530. Privacy in Federated Learning with Spiking Neural Networks

  531. Advanced SpikingYOLOX: Extending Spiking Neural Network on Object Detection with Spike-based Partial Self-Attention and 2D-Spiking Transformer

    • Publisher: ACM MM 2025

  532. Event-Driven Neuromorphic Vision Enables Energy-Efficient Visual Place Recognition

  533. Brain-Inspired Multimodal Spike Neural Network for Image-Text Retrieval

    • Publisher: CVPR 2026 Findings

    • Code: GitHub

  534. Evaluating Spiking and Non-Spiking Neural Networks for Colorectal Serrated Polyp Subtype Classification

  535. DSA-NET: Bridging the GAP in Spiking Transformer Conversion Via Dynamic State Adaptation

    • Publisher: 2025 22nd International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP)

  536. Enhancing ResNet architectures based on spiking neural networks

    • Publisher: The Journal of Supercomputing

    • Code: GitHub

  537. Efficient Spiking Neural Networks for Accurate and Real-Time ECG Classification

    • Publisher: 2026 9th International Conference on Advanced Algorithms and Control Engineering (ICAACE)

  538. Spiking Adapter for Event-Based Action Recognition

    • Publisher: ICASSP 2026

  539. Spatial-Frequency Spiking Neural Network for Underwater Object Detection

    • Publisher: AAAI 2026

  540. STAND-Net: A Spiking Temporal Attention autoeNcoDer Network for Efficient EEG Artifact Removal

    • Publisher: IEEE Journal of Biomedical and Health Informatics

  541. BiSpikCLM: A Spiking Language Model integrating Softmax-Free Spiking Attention and Spike-Aware Alignment Distillation

  542. Systematic Evaluation of Biologically Inspired Motion Detection Models: From LGMD and EMD to Hybrid Spiking Neural Networks

    • Publisher: Biomimetics

    • Code: GitHub

  543. Threshold Modulation for Online Test-Time Adaptation of Spiking Neural Networks

    • Publisher: IJCNN 2025

    • Code: GitHub

  544. UDC-SNN: An Uncertainty-Aware Dynamic Cascading Framework with Spiking Neural Network for Balancing Performance and Energy in Multimodal Emotion Recognition

    • Publisher: Sensors

  545. Spiking Neural Networks Outperform Convolutional Models in Voice-Based Heart Failure Detection

    • Publisher: 2025 International Conference on Signal Processing, Computation, Electronics, Power and Telecommunication (IConSCEPT)

  546. Neuromorphic Motion Segmentation with Spiking Neural Networks for Robotic Perception

    • Publisher: IFAC-PapersOnLine

  547. Prediction and Optimization of Mechanical Properties of Water Hyacinth Fiber-Reinforced Polymer Composites Using Spiking Neural Networks

    • Publisher: Polymers for Advanced Technologies

  548. A Spiking Convolutional Neural Network Algorithm Based on Piecewise-Linear Complementary Leaky Integrate-and-Fire (PCLIF) Neurons and Hybrid Surrogate Gradient Training

    • Publisher: 2025 IEEE Biomedical Circuits and Systems Conference (BioCAS)

  549. Direct-to-Event Spiking Neural Network Transfer

    • Publisher: IEEE Signal Processing Letters

  550. LitSpikingNet: Lightweight Attention-Enhanced SNN for Medical Image Classification

    • Publisher: 2025 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

  551. Gradient-Free Continual Learning in SNNs via ISI Regularization

  552. LightSNN: Lightweight Architecture Search for Sparse and Accurate Spiking Neural Networks

    • Publisher: 2025 International Conference on Advanced Machine Learning and Data Science (AMLDS)

    • Code: GitHub

  553. A sustainable neuromorphic framework for disease diagnosis

    • Publisher: Computer Methods and Programs in Biomedicine Update

  554. Energy-Efficient Spiking Spectral-Weighting Reconstruction Network for Compressive Hyperspectral Imaging

    • Publisher: Remote Sensing

  555. CogniSNN: Enabling Neuron-Expandability, Pathway-Reusability, and Dynamic-Configurability with Random Graph Architectures in Spiking Neural Networks

    • Publisher: 28th European Conference on Artificial Intelligence (ECAI-2025)

    • Code: GitHub

  556. SpikeMixer: Dynamic axial mixing for SNNs

    • Publisher: Neurocomputing

  557. Spike Camera Image Reconstruction Based on an Efficient Spiking Transformer

    • Publisher: ACM MMAsia 25 Workshops

  558. An end-to-end memristive hardware system based on single-spike coding for human–machine interfaces

    • Publisher: Nature Electronics

    • Code: GitHub

  559. Oligodendrocyte-Driven Spiking Neural Model

    • Publisher: AAAI 2026

  560. Bio-Inspired Neural Network Dynamics-Aware Reinforcement Learning for Spiking Neural Network

    • Publisher: Biomimetics

  561. An energy-efficient dual-branch spiking neural network for epileptic seizure detection from electroencephalogram signals

    • Publisher: Biomedical Signal Processing and Control

    • Code: GitHub

  562. Spike-NVPT: Learning Robust Visual Prompts via Bio-Inspired Temporal Filtering and Discretization

  563. A lightweight SNN for EEG-based motor imagery classification

    • Publisher: Neural Networks

    • Code: GitHub

  564. Parallel Training Time-to-First-Spike Spiking Neural Networks

    • Publisher: AAAI 2026

    • Code: GitHub

  565. Combining hybrid spiking neuron with inception module for motor imagery classification

    • Publisher: Biomedical Signal Processing and Control

  566. An Improved Spiking Squeeze-and-Excitation SNN for Event-camera Traffic Detection

    • Publisher: 2025 China Automation Congress (CAC)

  567. Spikoder: Dual‐Mode Graphene Neuron Circuit for Hardware Intelligence

    • Publisher: Advanced Intelligent Systems

  568. I2E: Real-Time Image-to-Event Conversion for High-Performance Spiking Neural Networks

    • Publisher: AAAI 2026

    • Code: GitHub

  569. CKADisor: Central Kernel-Aligned Distillation for Event-Driven Object Recognition

    • Publisher: IEEE Signal Processing Letters

  570. OCCA-SNN: Online Class-Center Anchoring with Alignment for Spiking Neural Networks in Class-Incremental Learning

    • Publisher: 2025 International Conference on Cognitive and Intelligent Technology (ICCIT)

  571. Closed-loop control of seizure activity via real-time seizure forecasting by reservoir neuromorphic computing

    • Publisher: Neuromorphic Computing and Engineering

  572. Augmented Gait Classification: Integrating YOLO, CNN–SNN Hybridization, and GAN Synthesis for Knee Osteoarthritis and Parkinson’s Disease

    • Publisher: Signals

  573. ShiftLIF: Efficient Multi-Level Spiking Neurons with Power-of-Two Quantization

  574. BrainFuse: a unified infrastructure integrating realistic biological modeling and core AI methodology

  575. Spiking CNN with ECA Mechanism for EEG-Based Motor Imagery

    • Publisher: Advanced Intelligent Computing Technology and Applications (ICIC 2025)

  576. SpikeCLR: Contrastive Self-Supervised Learning for Few-Shot Event-Based Vision using Spiking Neural Networks

  577. COVID-19 Detection from CT Scans Using Hybrid CNN-SNN Deep Learning

    • Publisher: 2025 IEEE International Conference on Communication Networks and Computing (CNC)

  578. An Evolutionary Neuromorphic Deep Learning for Climate Policy

  579. Spikcommander: A high-performance spiking transformer with multi-view learning for efficient speech command recognition

    • Publisher: AAAI 2026

    • Code: GitHub

  580. DESTformer: Energy-Efficient Monocular Depth Estimation with Spiking Transformer for Edge Devices

    • Publisher: 2025 International Conference on Neuromorphic Systems (ICONS)

  581. From Lightweight CNNs to SpikeNets: Benchmarking Accuracy-Energy Tradeoffs with Pruned Spiking SqueezeNet

    • Publisher: WACV 2026

  582. Spiking neural P models with dynamic potential reset mechanism for remote sensing image classification

    • Publisher: Neurocomputing

  583. Processing Continuous-Valued Signals for Multimodal Spike-Based Pose Regression

    • Publisher: 2025 IEEE International Conference on Simulation, Modeling, and Programming for Autonomous Robots (SIMPAR)

  584. Nabil: A Text-to-SQL Model Based on Brain-Inspired Computing Techniques

    • Publisher: Electronics

  585. Pipelining Kruskal's: A Neuromorphic Approach for Minimum Spanning Tree

  586. An efficient lightweight Spike Neuron Network applied to Post-stroke Dysarthria speech recognition

    • Publisher: Speech Communication

  587. Spiking Brain Compression: Exploring One-Shot Post-Training Pruning and Quantization for Spiking Neural Networks

  588. Neuromorphic Hybrid Information Processing Architecture for High-Performance Information Compression

    • Publisher: IEEE Transactions on Very Large Scale Integration (VLSI) Systems

  589. ESTU: Enabling Spiking Transformers on Ultra-Low-Power FPGAs

    • Publisher: IEEE Transactions on Circuits and Systems II: Express Briefs