ESSCIRC/ESSDIRC 2023: Open-Source Neuromorphic Circuit Design Tutorial

This repository contains the notebooks related to hardware-aware training of spiking neural networks presented at ESSCIRC/ESSDIRC 2023 (Lisbon, Portugal) for the tutorial on Open-Source Neuromorphic Circuit Design co-presented by Charlotte Frenkel, Jason Eshraghian, and Rajit Manohar.

There are two tutorial notebooks in this repo:

• One for hardware-aware training spiking neural networks using snnTorch
• One for running several neuromorphic designs through the OpenLane flow using the Sky130 PDK

Notebooks

Title	Colab Link
Hardware-Aware Training of Spiking Neural Networks with snnTorch
Cheat-Sheet: Hardware-Aware Training of Spiking Neural Networks with snnTorch
Neuromorphic Accelerator Design with Sky130