A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks
☆53Sep 28, 2020Updated 5 years ago
Alternatives and similar repositories for pytorch-eventprop
Users that are interested in pytorch-eventprop are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆18Oct 15, 2021Updated 4 years ago
- Implementation of eventprop learning in GeNN☆16Jan 10, 2025Updated last year
- Code for the model presented in the paper "LISNN: Improving Spiking Neural Networks with Lateral Interactions for Robust Object Recogniti…☆13Nov 20, 2020Updated 5 years ago
- Repository for code, data, and other artifacts for "Minibatch Processing in Spiking Neural Networks"☆14Nov 5, 2019Updated 6 years ago
- BNTT - Frontiers in Neuroscience (2021)☆49Nov 11, 2021Updated 4 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Rate model implementations for (adaptive) integrate-and-fire neurons based on the Fokker-Planck equation: (i) numerical (finite volume) s…☆10Apr 23, 2019Updated 7 years ago
- Codes of the paper of "Surrogate-Assisted Evolutionary Search of Spiking Neural Architectures in Liquid State Machines"☆12Feb 15, 2023Updated 3 years ago
- ☆39Jan 26, 2022Updated 4 years ago
- The biologically plausible self backpropagation on SNNs and ANNs☆13Aug 27, 2021Updated 4 years ago
- Feedforward spiking neural network has been trained with SpikeProp algorithm☆22Feb 6, 2018Updated 8 years ago
- ☆14Dec 2, 2021Updated 4 years ago
- ☆13Oct 1, 2020Updated 5 years ago
- Temporal backpropagation for spiking neural networks with one spike per neuron, by S. R. Kheradpisheh and T. Masquelier, International Jo…☆65Dec 29, 2020Updated 5 years ago
- ☆71Sep 21, 2021Updated 4 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- ☆14Nov 20, 2019Updated 6 years ago
- Supervised learning in spiking neural networks for precise temporal encoding☆18May 9, 2019Updated 7 years ago
- ☆48Jul 2, 2022Updated 4 years ago
- Code for training binary and WTA SNNs☆17Mar 25, 2022Updated 4 years ago
- Code for DCT_SNN, an input encoding scheme for SNNs using DCT☆21Sep 30, 2021Updated 4 years ago
- Tutorial for surrogate gradient learning in spiking neural networks☆361Jun 18, 2026Updated 2 weeks ago
- ☆17Dec 18, 2020Updated 5 years ago
- ☆13Oct 31, 2021Updated 4 years ago
- An event based dataset loader under one common python API.☆10Mar 22, 2022Updated 4 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Reinforcement learning with a network of spiking agents☆22Jun 8, 2020Updated 6 years ago
- Model fitting toolbox for the Brian 2 simulator☆18Apr 28, 2026Updated 2 months ago
- ☆111Mar 18, 2024Updated 2 years ago
- Deep learning with spiking neural networks (SNNs) in PyTorch.☆810Jun 22, 2026Updated 2 weeks ago
- The code to simulate spiking neural networks as used in the paper "Spiking Time-Dependent Plasticity Leads to Efficient Coding of Predict…☆10Nov 24, 2019Updated 6 years ago
- The source code for the paper entitled "A Tandem Learning Rule for Effective Training and Rapid Inference of Deep Spiking Neural Networks…☆14Jul 4, 2021Updated 5 years ago
- Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks☆122Aug 9, 2022Updated 3 years ago
- ☆34Mar 21, 2020Updated 6 years ago
- Long short-term memory Spiking Neural Networks☆112Feb 25, 2020Updated 6 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Supervised Spiking Network☆83Jun 25, 2022Updated 4 years ago
- Spiking Convolutional Neural Networks☆70Dec 7, 2018Updated 7 years ago
- ☆32Jan 9, 2025Updated last year
- Deep SNNs with various neural coding methods (rate, phase, burst, TTFS)☆12Feb 15, 2022Updated 4 years ago
- This repo is the implementation of the spatio-temporal credit assignment （STCA） algorithm for training deep spiking neural networks.☆28Aug 7, 2019Updated 6 years ago
- Code for paper Evolving Connectivity for Spiking Neural Networks☆22Oct 23, 2023Updated 2 years ago
- Codes for Spiking Neural Networks with Improved Inherent Recurrence Dynamics for Sequential Learning☆11May 5, 2022Updated 4 years ago