PyTorch based toolkit for developing spiking neural networks (SNNs) by training and testing them on speech command recognition tasks
☆30May 3, 2024Updated last year
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 last year
- ☆19Mar 13, 2023Updated 3 years ago
- Original DVS128 Gesture Dataset in PyTorch☆13Jun 6, 2023Updated 2 years ago
- Self-Supervised Mutual Learning for Dynamic Scene Reconstruction of Spiking Camera☆15Feb 23, 2025Updated last year
- Spiking 🧠 and artificial 🤖 RNN solutions to Speech Commands Dataset 🗣️ in TensorFlow☆14Feb 3, 2021Updated 5 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- To appear in the 11th International Conference on Learning Representations (ICLR 2023).☆18Feb 24, 2023Updated 3 years ago
- ICLR 2024 LMUFormer: Low Complexity Yet Powerful Spiking Model With Legendre Memory Units☆13Sep 20, 2024Updated last year
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆84Feb 17, 2023Updated 3 years ago
- Human Activity Recognition Project on UCI-HAR dataset. This model predicts human activities such as Walking, Walking_Upstairs, Walking_Do…☆19May 9, 2020Updated 5 years ago
- [ICLR 2024] Code implementation for "EventRPG: Event Data Augmentation with Relevance Propagation Guidance"☆13Jan 9, 2025Updated last year
- A bunch of scripts exploiting several tools to perform inverse text normalization (ITN)☆21Sep 27, 2017Updated 8 years ago
- Codes of the paper: Towards Energy Efficient Spiking Neural Networks: An Unstructured Pruning Framework (ICLR2024)☆13Oct 26, 2025Updated 5 months ago
- Benchmark harness and baseline results for the NeuroBench algorithm track.☆112Jan 3, 2026Updated 3 months ago
- Spiking neural networks (SNNs) for speech classification☆12Mar 14, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- This repository contains code from our paper Efficient and Accurate Conversion of Spiking Neural Network with Burst Spikes, published in …☆19Apr 29, 2022Updated 3 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
- 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
- DRL with population coded spiking neural network for optimal and energy-efficient continuous control.☆68Dec 15, 2021Updated 4 years ago
- Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks☆119Aug 9, 2022Updated 3 years ago
- ☆16Mar 2, 2021Updated 5 years ago
- NordVPN Threat Protection Pro™ • AdTake your cybersecurity to the next level. Block phishing, malware, trackers, and ads. Lightweight app that works with all browsers.
- CLASP: Contrastive Language-Speech Pretraining for Multilingual Multimodal Information Retrieval☆13Jun 27, 2025Updated 9 months ago
- Various scripts that facilitate the preparation of Automatic Speech Recognition related resources☆17Apr 16, 2020Updated 5 years ago
- ☆20Dec 14, 2023Updated 2 years ago
- A Python-based modular toolbox for building Deep Neural Network models (using PyTorch) for statistical parametric speech synthesis☆23Dec 31, 2021Updated 4 years ago
- ☆23Nov 28, 2022Updated 3 years ago
- Optimizing threshold and leak in LIF neurons with end-to-end backpropagation☆20Sep 10, 2021Updated 4 years ago
- Source code for the paper "Federated Learning with Spiking Neural Networks".☆39Oct 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
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- 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 last year
- Code for the Interspeech 2024 paper "MM-KWS: Multi-modal Prompts for Multilingual User-defined Keyword Spotting"☆48Jan 24, 2026Updated 2 months 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
- Datasets recorded from Neuromorphic Sensors or Conversions using Simulations of Sensors☆32Apr 22, 2024Updated last year
- Continual Learning Benchmark for Spoken Keyword Spotting☆17Jun 7, 2022Updated 3 years ago