spiking-neural-networks

Open-source projects categorized as spiking-neural-networks
Edit details
Language: + Python + Jupyter Notebook + MATLAB
Topics: Machine Learning Pytorch Deep Learning Python snn
Power Real-Time Data Analytics at Scale
Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
www.influxdata.com
featured

Top 8 spiking-neural-network Open-Source Projects

  • bindsnet

    Simulation of spiking neural networks (SNNs) using PyTorch.

  • spikingjelly

    SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

    InfluxDB logo

  • snntorch

    Deep and online learning with spiking neural networks in Python

  • Spiking-Neural-Network

    Pure python implementation of SNN

  • norse

    Deep learning with spiking neural networks (SNNs) in PyTorch.

  • Spiking-Neural-Network-SNN-with-PyTorch-where-Backpropagation-engenders-STDP

    What about coding a Spiking Neural Network using an automatic differentiation framework? In SNNs, there is a time axis and the neural network sees data throughout time, and activation functions are instead spikes that are raised past a certain pre-activation threshold. Pre-activation values constantly fades if neurons aren't excited enough.

    • Project mention: Is our brain result of swarm intelligence from neurons? | news.ycombinator.com | 2023-05-23

  • norse

    Deep learning for spiking neural networks (by electronicvisions)

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

    SaaSHub logo

  • wmRNN

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

spiking-neural-networks related posts

  • Neuromorphic learning, working memory, and metaplasticity in nanowire networks

    2 projects | news.ycombinator.com | 24 Apr 2023

  • Bio inspired computer vision

    1 project | /r/computervision | 12 Apr 2023

  • [D] The Complete Guide to Spiking Neural Networks

    3 projects | /r/MachineLearning | 10 Apr 2023

  • [P] Norse - Deep learning with spiking neural networks (SNNs) in PyTorch

    1 project | /r/MachineLearning | 16 Jun 2022

  • How to train brain-inspired spiking neural networks using lessons from deep learning. Interactive Colab notebook links in thread.

    1 project | /r/learnmachinelearning | 28 Sep 2021

  • Show HN: Deep learning with spiking neural networks (SNNs) in PyTorch

    1 project | news.ycombinator.com | 16 Jun 2021

  • [P] Norse - Deep learning with spiking neural networks (SNNs) in PyTorch

    1 project | /r/MachineLearning | 16 Jun 2021
  • A note from our sponsor - SaaSHub
    www.saashub.com | 7 May 2024
    SaaSHub helps you find the best software and product alternatives Learn more →

Index

What are some of the best open-source spiking-neural-network projects? This list will help you:

Project Stars
1 bindsnet 1,430
2 spikingjelly 1,153
3 snntorch 1,085
4 Spiking-Neural-Network 978
5 norse 613
6 Spiking-Neural-Network-SNN-with-PyTorch-where-Backpropagation-engenders-STDP 252
7 norse 61
8 wmRNN 10

Sponsored
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com