PyTorch based toolkit for developing spiking neural networks (SNNs) by training and testing them on speech command recognition tasks
☆31May 3, 2024Updated 2 years ago
Alternatives and similar repositories for sparch
Users that are interested in sparch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official implementation of "Learning Delays in Spiking Neural Networks using Dilated Convolutions with Learnable Spacings" [ICLR2024]☆66Apr 24, 2024Updated 2 years ago
- ☆19Mar 13, 2023Updated 3 years ago
- Code for the model presented in the paper "LISNN: Improving Spiking Neural Networks with Lateral Interactions for Robust Object Recogniti…☆12Nov 20, 2020Updated 5 years ago
- Original DVS128 Gesture Dataset in PyTorch☆14Jun 6, 2023Updated 2 years ago
- Self-Supervised Mutual Learning for Dynamic Scene Reconstruction of Spiking Camera☆15Feb 23, 2025Updated last year
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Spiking 🧠 and artificial 🤖 RNN solutions to Speech Commands Dataset 🗣️ in TensorFlow☆14Feb 3, 2021Updated 5 years ago
- codes of the paper Rate Gradient Approximation Attack Threats Deep Spiking Neural Networks (CVPR 2023)☆16Aug 19, 2024Updated last year
- Human Activity Recognition Project on UCI-HAR dataset. This model predicts human activities such as Walking, Walking_Upstairs, Walking_Do…☆20May 9, 2020Updated 6 years ago
- [ICLR 2024] Code implementation for "EventRPG: Event Data Augmentation with Relevance Propagation Guidance"☆13Jan 9, 2025Updated last year
- Codes of the paper: Towards Energy Efficient Spiking Neural Networks: An Unstructured Pruning Framework (ICLR2024)☆13Oct 26, 2025Updated 6 months ago
- Spiking neural networks (SNNs) for speech classification☆12Mar 14, 2022Updated 4 years ago
- This repository contains code from our paper Efficient and Accurate Conversion of Spiking Neural Network with Burst Spikes, published in …☆19Apr 29, 2022Updated 4 years ago
- 该仓库主要收录了顶会中SNN领域的一些论文，论文内容与代理梯度和ANN-SNN转换相关。☆18Jun 16, 2022Updated 3 years ago
- [ICLR 2024] Hebbian Learning based Orthogonal Projection for Continual Learning of Spiking Neural Networks☆46Feb 20, 2024Updated 2 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Repository code for the IJCNN 2021 paper "Learning from Event Cameras with Sparse Spiking Convolutional Neural Networks"☆22Aug 12, 2022Updated 3 years ago
- An energy simulation framework for BPTT-based SNN inference and training.☆17Sep 6, 2023Updated 2 years ago
- Speech Signal Processing - C++ port of a subset of the Python library SSP☆17Dec 24, 2020Updated 5 years ago
- ☆16Mar 2, 2021Updated 5 years ago
- Offical implementation of "Inherent Redundancy in Spiking Neural Networks" (ICCV2023)☆29Jan 7, 2024Updated 2 years ago
- CLASP: Contrastive Language-Speech Pretraining for Multilingual Multimodal Information Retrieval☆13Jun 27, 2025Updated 10 months ago
- Various scripts that facilitate the preparation of Automatic Speech Recognition related resources☆17Apr 16, 2020Updated 6 years ago
- ☆20Dec 14, 2023Updated 2 years ago
- ☆23Nov 28, 2022Updated 3 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.
- Source code for the paper "Federated Learning with Spiking Neural Networks".☆40Oct 7, 2021Updated 4 years ago
- Pytorch project accompanying the paper "Comparing Deep Models and Evaluation Strategies for Multi-Pitch Estimation in Music Recordings", …☆13Aug 26, 2022Updated 3 years ago
- STSC-SNN: Spatio-Temporal Synaptic Connection with temporal convolution and attention for spiking neural networks☆24Dec 24, 2022Updated 3 years ago
- This is the official implementation of Federated and Split Learning on multiple Raspberry Pi's. It is the demonstration of training the d…☆13Nov 16, 2022Updated 3 years ago
- [ICLR 2024] Official implementation of Spiking Graph Contrastive Learning (0️⃣1️⃣ SpikeGCL)☆33May 8, 2024Updated 2 years ago
- Code for the Interspeech 2024 paper "MM-KWS: Multi-modal Prompts for Multilingual User-defined Keyword Spotting"☆48Jan 24, 2026Updated 3 months ago
- Offical implementation of "Spike-driven Transformer" (NeurIPS2023)☆313Mar 18, 2024Updated 2 years ago
- In this repo, Spiking recurrent neural network is applied on various task for ICONs2020☆31Dec 17, 2020Updated 5 years ago
- This repository provides data and code for "Vox Populi, Vox DIY: Benchmark Dataset for Crowdsourced Audio Transcription" paper.☆16Jul 22, 2021Updated 4 years 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.
- Datasets recorded from Neuromorphic Sensors or Conversions using Simulations of Sensors☆32Apr 22, 2024Updated 2 years ago
- [ICASSP'22] Continual Learning Benchmark for Spoken Keyword Spotting☆17Jun 7, 2022Updated 3 years ago
- Python library to convert EEG datasets to a BIDS compatible dataset☆18Apr 10, 2026Updated last month
- VT-SNN☆28Mar 14, 2023Updated 3 years ago
- Repository code for the IJCNN 2022 paper "Object Detection with Spiking Neural Networks on Automotive Event Data"☆81Mar 16, 2023Updated 3 years ago
- Coming soon☆24Oct 15, 2024Updated last year
- [TCDS] The implementation of SpikingVit for object detection on event-based datasets.☆11Jul 6, 2024Updated last year