spikingjelly
上手教程
从老版本迁移
基本概念
包装器
神经元
梯度替代
监视器
使用单层全连接SNN识别MNIST
使用卷积SNN识别Fashion-MNIST
神经形态数据集处理
分类 DVS Gesture
自连接和有状态突触
训练大规模SNN
STDP学习
ANN转换SNN
使用深度脉冲Q网络玩Atari游戏
使用层内连接增强的脉冲行动器网络进行连续动作空间下的强化学习
遗产教程
编写CUPY神经元
在灵汐芯片上推理
转换到Lava框架以进行Loihi部署
Tutorials
Migrate From Old Versions
Basic Conception
Container
Neuron
Surrogate Gradient Method
Monitor
Single Fully Connected Layer SNN to Classify MNIST
Convolutional SNN to Classify FMNIST
Neuromorphic Datasets Processing
Classify DVS Gesture
Recurrent Connection and Stateful Synapse
Train large-scale SNNs
STDP Learning
ANN2SNN
Legacy Tutorials
Implement CUPY Neuron
Convert to Lava for Loihi Deployment
APIs
spikingjelly.activation_based package
spikingjelly.activation_based.auto_cuda package
spikingjelly.activation_based.base package
spikingjelly.activation_based.cuda_utils package
spikingjelly.activation_based.encoding package
spikingjelly.activation_based.functional package
spikingjelly.activation_based.lava_exchange package
spikingjelly.activation_based.layer package
Module contents
spikingjelly.activation_based.learning package
spikingjelly.activation_based.monitor package
spikingjelly.activation_based.neuron package
spikingjelly.activation_based.neuron_kernel package
spikingjelly.activation_based.quantize package
spikingjelly.activation_based.rnn package
spikingjelly.activation_based.spike_op package
spikingjelly.activation_based.surrogate package
spikingjelly.activation_based.tensor_cache package
Subpackages
Module contents
spikingjelly.datasets package
spikingjelly.timing_based package
spikingjelly.visualizing package
spikingjelly
spikingjelly.activation_based package
spikingjelly.activation_based.layer package
查看页面源码
spikingjelly.activation_based.layer package
Module contents