SynSense (@synsense)
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Top repositories

1

sinabs

A deep learning library for spiking neural networks which is based on PyTorch, focuses on fast training and supports inference on neuromorphic hardware.
Python
61
star
2

rockpool

A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorphic hardware.
Python
42
star
3

sinabs-exodus

Plugin for Sinabs, implementing the EXODUS algorithm for training SNNs efficiently with BPTT
Python
24
star
4

snn-workshop-amld-2020

Repository for content for the AMLD2020 workshop "Spiking neural networks for real-time inference tasks"
Jupyter Notebook
16
star
5

snn-workshop-amld-2022

Jupyter Notebook
13
star
6

HaghighatshoarMuir2024

Implementation of Hilbert beamforming for SNN-based audio source localisation
Python
7
star
7

OpenNeuromorphic_26042023

Live coding script and example for Rockpool and Xylo, training and deploying an SNN for the Spiking Heidelberg Digits dataset.
Jupyter Notebook
4
star
8

Robust-Classification-EBN

Repository containing script to reproduce figures in paper "Robust Classification using Efficient Balanced Networks"
Python
4
star