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Live coding script and example for Rockpool and Xylo, training and deploying an SNN for the Spiking Heidelberg Digits dataset.

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Live coding script --- Training and deploying an SNN to low-power inference hardware

This repository contains a live coding script, as an example of training and deploying a simple SNN on the Spiking Heidelberg Digits task to the Xylo low-power SNN inference chip from SynSense.

This demo was presented by Felix Bauer at the Telluride Neuromorphic Workshop 2023 and is based on a demonstration by Dylan Muir on 26th April 2023 in the OpenNeuromorphic event series.

How to use

The script for the live-coding notebook is in (live-coding-script-shd.ipynb).

The slides presented are in (slides.odp)(slides.pdf).

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Live coding script and example for Rockpool and Xylo, training and deploying an SNN for the Spiking Heidelberg Digits dataset.

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