Pinned Repositories
HaghighatshoarMuir2024
Implementation of Hilbert beamforming for SNN-based audio source localisation
OpenNeuromorphic_26042023
Live coding script and example for Rockpool and Xylo, training and deploying an SNN for the Spiking Heidelberg Digits dataset.
Robust-Classification-EBN
Repository containing script to reproduce figures in paper "Robust Classification using Efficient Balanced Networks"
rockpool
A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorphic hardware.
sinabs
A deep learning library for spiking neural networks which is based on PyTorch, focuses on fast training and supports inference on neuromorphic hardware.
sinabs-exodus
Plugin for Sinabs, implementing the EXODUS algorithm for training SNNs efficiently with BPTT
snn-workshop-amld-2020
Repository for content for the AMLD2020 workshop "Spiking neural networks for real-time inference tasks"
snn-workshop-amld-2022
Telluride2023XyloTutorial
Live coding script and example for Rockpool and Xylo, training and deploying an SNN for the Spiking Heidelberg Digits dataset.
tonic
Publicly available event datasets and transforms.
SynSense's Repositories
synsense/sinabs
A deep learning library for spiking neural networks which is based on PyTorch, focuses on fast training and supports inference on neuromorphic hardware.
synsense/rockpool
A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorphic hardware.
synsense/sinabs-exodus
Plugin for Sinabs, implementing the EXODUS algorithm for training SNNs efficiently with BPTT
synsense/snn-workshop-amld-2020
Repository for content for the AMLD2020 workshop "Spiking neural networks for real-time inference tasks"
synsense/snn-workshop-amld-2022
synsense/tonic
Publicly available event datasets and transforms.
synsense/HaghighatshoarMuir2024
Implementation of Hilbert beamforming for SNN-based audio source localisation
synsense/OpenNeuromorphic_26042023
Live coding script and example for Rockpool and Xylo, training and deploying an SNN for the Spiking Heidelberg Digits dataset.
synsense/Robust-Classification-EBN
Repository containing script to reproduce figures in paper "Robust Classification using Efficient Balanced Networks"
synsense/Telluride2023XyloTutorial
Live coding script and example for Rockpool and Xylo, training and deploying an SNN for the Spiking Heidelberg Digits dataset.
synsense/slayerPytorch
PyTorch implementation of SLAYER for training Spiking Neural Networks
synsense/slayer-comparison
synsense/transformation-benchmarking
synsense/von-mises-filters
This is a prototype network that uses van Mises filters