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Hands-On Session with snnTorch - Jason Eshraghian, University of California Santa Cruz

Follow Along with the Colab Notebook: https://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: https://github.com/jeshraghian/snntorch snnTorch Homepage: https://snntorch.readthedocs.io/ Spiking Neural Network Tutorial Series: https://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