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
- 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
- Rate model implementations for (adaptive) integrate-and-fire neurons based on the Fokker-Planck equation: (i) numerical (finite volume) s…☆11Apr 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
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆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
- 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
- ☆14Nov 20, 2019Updated 6 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☆20Sep 30, 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.
- Tutorial for surrogate gradient learning in spiking neural networks☆356Jul 25, 2024Updated last year
- ☆17Dec 18, 2020Updated 5 years ago
- ☆13Oct 31, 2021Updated 4 years ago
- Spiking neural networks (SNNs) for speech classification☆12Mar 14, 2022Updated 4 years ago
- Model fitting toolbox for the Brian 2 simulator☆18Apr 28, 2026Updated last week
- Deep learning with spiking neural networks (SNNs) in PyTorch.☆798Feb 9, 2026Updated 2 months ago
- ☆109Mar 18, 2024Updated 2 years 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 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks☆119Aug 9, 2022Updated 3 years ago
- Long short-term memory Spiking Neural Networks☆112Feb 25, 2020Updated 6 years ago
- High-speed simulator of convolutional spiking neural networks with at most one spike per neuron.☆399Sep 7, 2021Updated 4 years ago
- Spiking Convolutional Neural Networks☆70Dec 7, 2018Updated 7 years ago
- Spatio-temporal BP for SNNs☆240May 17, 2022Updated 3 years ago
- ☆32Jan 9, 2025Updated last year
- A python implementation of a spiking neural network with STDP and Reinforcement learning methods☆134Jun 6, 2017Updated 8 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 "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper☆141Oct 22, 2020Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- 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
- Some of my initial studies using spiking neural networks and Python☆38Mar 3, 2022Updated 4 years ago
- Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration☆231Jul 31, 2024Updated last year
- Code and data to the publication "SpikE: spike-based embeddings for multi-relational graph data".☆15Apr 12, 2023Updated 3 years ago
- ☆30Dec 8, 2020Updated 5 years ago
- Deep Spiking Reinforcement Learning☆26Oct 28, 2023Updated 2 years ago