Follow Along with the Colab Notebook: github.com/open-neuromorphic/...
snnTorch is a popular library for training custom and conventional Spiking Neural Networks.
In this event, its creator, Jason Eshraghian, will give an introduction to SNN training using snnTorch, with some advanced use cases.
snnTorch GitHub: github.com/jeshraghian/snntorch
snnTorch Homepage: snntorch.readthedocs.io/
Spiking Neural Network Tutorial Series: snntorch.readthedocs.io/en/la...
00:00 Session Introduction
03:44 Session overiview Getting started in Colab Notebook
10:17 The Leaky Integrate-And-Fire Neuron
21:59 Train an SNN Classifier
47:30 Training the SNN
01:00:00 Convolutional SNN Classifier
01:09:00 Population Codes
01:16:06 Recurrent SNNS and Spiking LSTMs: Tonic
01:36:30 Hardware Friendly Training
01:42:55 Getting involved snnTorch
20 июл 2024
