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    14 repositories

    • 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.
      machine-learningpytorchspiking-neural-networkssnn
      Python
      •
      GNU Affero General Public License v3.0
      •8•80•35•2•Updated Oct 25, 2024Oct 25, 2024

    • rockpool

      Public
      A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorphic hardware.
      machine-learningdeploymentpytorchneuromorphicsnnjax
      Python
      •
      GNU Affero General Public License v3.0
      •13•52•3•0•Updated Oct 25, 2024Oct 25, 2024

    • HaghighatshoarMuir2024

      Public
      Implementation of Hilbert beamforming for SNN-based audio source localisation
      Python
      •0•7•0•0•Updated Oct 2, 2024Oct 2, 2024

    • sinabs-exodus

      Public
      Plugin for Sinabs, implementing the EXODUS algorithm for training SNNs efficiently with BPTT
      Python
      •
      GNU Affero General Public License v3.0
      •5•27•5•0•Updated Aug 22, 2024Aug 22, 2024

    • Telluride2023XyloTutorial

      Public
      Live coding script and example for Rockpool and Xylo, training and deploying an SNN for the Spiking Heidelberg Digits dataset.
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •1•2•0•0•Updated Jun 28, 2023Jun 28, 2023

    • snn-workshop-amld-2022

      Public
      Jupyter Notebook
      •1•14•0•0•Updated Jun 22, 2023Jun 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.
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •1•4•0•0•Updated Apr 26, 2023Apr 26, 2023

    • slayer-comparison

      Public
      Jupyter Notebook
      •0•0•0•0•Updated Mar 21, 2023Mar 21, 2023

    • transformation-benchmarking

      Public
      Jupyter Notebook
      •0•0•0•0•Updated Nov 27, 2022Nov 27, 2022

    • tonic

      Public
      Publicly available event datasets and transforms.
      Python
      •
      GNU General Public License v3.0
      •47•8•0•0•Updated Nov 18, 2022Nov 18, 2022

    • von-mises-filters

      Public
      This is a prototype network that uses van Mises filters
      Jupyter Notebook
      •1•0•0•0•Updated May 26, 2022May 26, 2022

    • slayerPytorch

      Public
      PyTorch implementation of SLAYER for training Spiking Neural Networks
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •91•1•0•0•Updated Jan 2, 2022Jan 2, 2022

    • Robust-Classification-EBN

      Public
      Repository containing script to reproduce figures in paper "Robust Classification using Efficient Balanced Networks"
      Python
      •0•4•0•0•Updated Feb 12, 2021Feb 12, 2021

    • snn-workshop-amld-2020

      Public
      Repository for content for the AMLD2020 workshop "Spiking neural networks for real-time inference tasks"
      Jupyter Notebook
      •4•16•2•0•Updated Oct 28, 2020Oct 28, 2020