TutorialsΒΆ

The tutorial consists of a series of Google Colab notebooks. Static non-editable versions are also available.

Tutorial

Title

Colab Link

Tutorial 1

Spike Encoding and Visualization

 Open In Colab

Tutorial 2

Neuronal Dynamics with snnTorch

 Open In Colab

Tutorial 3

Deep Learning with snnTorch

 Open In Colab

Tutorial 4

Under construction: Convolutional SNNs

 Open In Colab

Tutorial 5

Under construction: Surrogate Gradients

 Open In Colab

Tutorial 6

Under construction: Real-Time Recurrent Learning

 Open In Colab

Tutorial 7

Under construction: End-to-End Neural Data Processing on an SNN

 Open In Colab

Future tutorials on spiking neurons and training are scheduled to be completed by April 2021.