英文教程 | English Tutorials

Basics

• Basic Conception
• Container
• Neuron
• Surrogate Gradient Method
• Monitor

Intermediate

• STDP Learning
• ANN2SNN
• Single Fully Connected Layer SNN to Classify MNIST
• Convolutional SNN to Classify FMNIST
• Recurrent Connection and Stateful Synapse
• Neuromorphic Datasets Processing
• Classify DVS Gesture

Advanced

• Implement CUPY Neuron
• Triton Backend
• FlexSN
• Training Memory Optimization
• Operation Counters and Energy Estimation
• Distributed SNN Training (DTensor / FSDP2)
• Train large-scale SNNs
• Spiking Transformer Construction, Training, and Improvements
• Convert to Lava for Loihi Deployment
• Export to and Import from NIR

About Old Versions

• Migrate From Old Versions
• Legacy Tutorials