SNN Torch

[SNNTorch] Tutorial 7 - Neuromorphic Datasets with Tonic + snnTorch

[SNNTorch] Tutorial 6 - Surrogate Gradient Descent in a Convolutional SNN

[SNNTorch] Tutorial 5 - Training Spiking Neural Networks with snnTorch

[SNNTorch] Tutorial 4 - 2nd Order Spiking Neuron Models (Optional)

🎯 [Goal] 1) LIF model의

[SNNTorch] Tutorial 3 - The Leaky integrate and fire neuron

🎯 [Goal] 1) 딥러닝을 위한 LIF neron 모델 단순화 2) feedforward SNN 구현

[SNNTorch] Tutorial 2 - The Leaky integrate and fire neuron

🎯 [Goal] 1) leaky integrate-and-fire (LIF) neuron model 기초 2) SNNTorch를 이용한 1차 LIF neuron 구현

[SNNTorch] Tutorial 1 - Spike Encoding

🎯 Goal 1) Dataset을 spiking Dataset으로 변환 2) 시각화 방법 3) random spike trains 생성 방법

[SNNTorch] Tutorial