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  1. rockpool rockpool Public

    A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorphic hardware.

    Python 53 13

  2. sinabs sinabs Public

    A deep learning library for spiking neural networks which is based on PyTorch, focuses on fast training and supports inference on neuromorphic hardware.

    Python 81 8

  3. sinabs-exodus sinabs-exodus Public

    Plugin for Sinabs, implementing the EXODUS algorithm for training SNNs efficiently with BPTT

    Python 27 5

Repositories

Showing 10 of 13 repositories
  • rockpool Public

    A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorphic hardware.

    synsense/rockpool’s past year of commit activity
    Python 53 AGPL-3.0 13 3 0 Updated Nov 14, 2024
  • sinabs Public

    A deep learning library for spiking neural networks which is based on PyTorch, focuses on fast training and supports inference on neuromorphic hardware.

    synsense/sinabs’s past year of commit activity
    Python 81 AGPL-3.0 8 29 2 Updated Nov 13, 2024
  • HaghighatshoarMuir2024 Public

    Implementation of Hilbert beamforming for SNN-based audio source localisation

    synsense/HaghighatshoarMuir2024’s past year of commit activity
    Python 9 0 0 0 Updated Oct 2, 2024
  • sinabs-exodus Public

    Plugin for Sinabs, implementing the EXODUS algorithm for training SNNs efficiently with BPTT

    synsense/sinabs-exodus’s past year of commit activity
    Python 27 AGPL-3.0 5 5 0 Updated Aug 22, 2024
  • Telluride2023XyloTutorial Public Forked from synsense/OpenNeuromorphic_26042023

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

    synsense/Telluride2023XyloTutorial’s past year of commit activity
    Jupyter Notebook 2 GPL-3.0 1 0 0 Updated Jun 28, 2023
  • snn-workshop-amld-2022 Public
    synsense/snn-workshop-amld-2022’s past year of commit activity
    Jupyter Notebook 15 2 0 0 Updated Jun 22, 2023
  • OpenNeuromorphic_26042023 Public

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

    synsense/OpenNeuromorphic_26042023’s past year of commit activity
    Jupyter Notebook 4 GPL-3.0 1 0 0 Updated Apr 26, 2023
  • slayer-comparison Public
    synsense/slayer-comparison’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Mar 21, 2023
  • transformation-benchmarking Public
    synsense/transformation-benchmarking’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Nov 27, 2022
  • von-mises-filters Public

    This is a prototype network that uses van Mises filters

    synsense/von-mises-filters’s past year of commit activity
    Jupyter Notebook 0 1 0 0 Updated May 26, 2022
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