PyTorch and Loihi implementation of the Spiking Neural Network for decoding EEG on Neuromorphic Hardware
☆52Jun 26, 2022Updated 4 years ago
Alternatives and similar repositories for snn-eeg
Users that are interested in snn-eeg are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Spiking 🧠 and artificial 🤖 RNN solutions to Speech Commands Dataset 🗣️ in TensorFlow☆14Feb 3, 2021Updated 5 years ago
- Threshold annealing in binarized spiking neural networks☆15May 23, 2022Updated 4 years ago
- ☆48Jul 2, 2022Updated 4 years ago
- This repository is the implementation of "A Lightweight Spiking Neural Network for EEG-Based Motor Imagery Classification".☆16Jun 7, 2025Updated last year
- Ternary Spike: Learning Ternary Spikes for Spiking Neural Networks☆29Dec 14, 2023Updated 2 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.
- PyTorch Implementation of Online Training of Spiking Recurrent Neural Networks with Phase-Change Memory Synapses☆21Sep 25, 2021Updated 4 years ago
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆60Jan 2, 2023Updated 3 years ago
- ☆11Apr 21, 2025Updated last year
- IEEE TSP 2023 code — quantized radio map (SLF) estimation with block-term decomposition (BTD) and deep generative (GAN) priors; PyTorch.☆10May 18, 2026Updated 2 months ago
- Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)☆88May 20, 2024Updated 2 years ago
- GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks, NeurIPS 2022 Poster☆54Feb 18, 2023Updated 3 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
- Repository for code, data, and other artifacts for "Minibatch Processing in Spiking Neural Networks"☆14Nov 5, 2019Updated 6 years ago
- ☆12Jan 14, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- 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
- This is the code for the paper Signals to Spikes for Neuromorphic Regulated Reservoir Computing and EMG Hand Gesture Recognition☆13Mar 15, 2022Updated 4 years ago
- SyOPs counter for spiking neural networks☆78May 6, 2023Updated 3 years ago
- Codes for Spiking Neural Networks with Improved Inherent Recurrence Dynamics for Sequential Learning☆11May 5, 2022Updated 4 years ago
- ☆54Dec 2, 2023Updated 2 years ago
- ☆32Jan 9, 2025Updated last year
- Spiking neural network implementation using Verilog with LIF (Leaky Integrate-and-Fire) neurons☆21Jun 17, 2020Updated 6 years ago
- Official implementation of "Learning Delays in Spiking Neural Networks using Dilated Convolutions with Learnable Spacings" [ICLR2024]☆70Apr 24, 2024Updated 2 years ago
- The code of SpikingSSMs: Learning Long Sequences with Sparse and Parallel Spiking State Space Models☆23Mar 25, 2026Updated 3 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Code and data to the publication "SpikE: spike-based embeddings for multi-relational graph data".☆15Apr 12, 2023Updated 3 years ago
- Axon SDK is a python simulation toolkit for building and executing spiking neural networks☆17Nov 21, 2025Updated 8 months ago
- A fundamental exploration about EEG-BCI emotion recognition using the SEED dataset & dataset from kaggle.☆11Mar 11, 2024Updated 2 years ago
- Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.☆399Jan 13, 2023Updated 3 years ago
- This project is the code of BF-GCN. The paper has been accepted by IEEE Transactions on Neural Networks and Learning Systems.☆25Jul 2, 2024Updated 2 years ago
- ☆101Mar 18, 2020Updated 6 years ago
- Update arXiv papers about Spiking Neural Networks daily.☆515May 17, 2026Updated 2 months ago
- An FPGA-based neuromorphic processor designed and implemented using VHDL☆15Apr 30, 2026Updated 2 months ago
- Deep and online learning with spiking neural networks in Python☆2,016Jun 29, 2026Updated 3 weeks 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.
- MNSIM_Python_v1.0. The former circuits-level version link: https://github.com/Zhu-Zhenhua/MNSIM_V1.1☆35Jan 5, 2024Updated 2 years ago
- ☆14Mar 6, 2023Updated 3 years ago
- Liquid is a simulator for liquid state machines (LSM). The emphasis is on developing intuitions about how these constructs work and visua…☆17May 17, 2013Updated 13 years ago
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆66Feb 18, 2022Updated 4 years ago
- Neural Architecture Search for Spiking Neural Networks, ECCV2022☆75Jul 19, 2022Updated 4 years ago
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆84Jan 10, 2026Updated 6 months ago
- Pytorch implementation of Neuromorphic Data Augmentation for SNN, Accepted to ECCV 2022.☆44Dec 12, 2022Updated 3 years ago