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Spiking Neural Networks for real-time inference tasks

Workshop — Applied Machine Learning Days 2020

This repository contains materials for the AMLD2020 workshop on using SNNs for low-power, real-time inference tasks.

Thanks for joining us at the workshop! We would appreciate your feedback here: https://bit.ly/amld2020_snn

Working with the notebooks

  1. Go to Google CoLab: https://colab.research.google.com/
  2. File | Open notebook…
  3. Choose the "GitHub" tab
  4. In the search field, enter "synsense"
  5. Choose the repository "synsense/snn-workshop-amld-2020"
  6. The list of notebooks should populate automatically
  7. Choose a notebook, and it will open a copy for you

Here's a link to the introductory notebook: https://colab.research.google.com/github/ai-cortex/snn-workshop-amld-2020/blob/master/Notebooks/1_IntroToSNNs/1_IntroToSNNs.ipynb

Running the notebooks locally

The notebooks should install the packages they need. But just in case, here is a short list

Credits

Dylan Muir [email protected]

Sadique Sheik [email protected]

Felix Bauer [email protected]

Philipp Weidel [email protected]

Martino Sorbaro [email protected]

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Repository for content for the AMLD2020 workshop "Spiking neural networks for real-time inference tasks"

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