deepspike / snn-for-asr
Pytorch-Kaldi implementation of SNN-based ASR systems
☆18Updated 5 years ago
Alternatives and similar repositories for snn-for-asr:
Users that are interested in snn-for-asr are comparing it to the libraries listed below
- Spiking neural networks (SNNs) for speech classification☆12Updated 2 years ago
- This is the PyNN code used in the paper titled "Multilayer Spiking Neural Network for audio samples classification using SpiNNaker", whic…☆32Updated 3 years ago
- PyTorch based toolkit for developing spiking neural networks (SNNs) by training and testing them on speech command recognition tasks☆23Updated 10 months ago
- Pytorch implementation of TSSL-BP rule for Deep Spiking Neural Networks.☆68Updated 10 months ago
- Encoders for turning real-valued data into spike trains.☆11Updated 4 years ago
- Data encoders☆32Updated 4 years ago
- Spiking 🧠 and artificial 🤖 RNN solutions to Speech Commands Dataset 🗣️ in TensorFlow☆13Updated 4 years ago
- Implementation of the paper Keys to Accurate Feature Extraction Using Residual Spiking Neural Networks☆28Updated last year
- ☆13Updated 4 years ago
- Spiking Neural Network to identify spoken letters☆8Updated 7 years ago
- ☆42Updated 5 years ago
- Pytorch Implementation of Signed Neuron with Memory: Towards Simple, Accurate and High-Efficient ANN-SNN Conversion, IJCAI 2022☆22Updated 2 years ago
- In this repo, Spiking recurrent neural network is applied on various task for ICONs2020☆29Updated 4 years ago
- Intel Neuromorphic DNS Challenge☆140Updated 3 months ago
- spiking neural network implementing the SpikeProp algorithm for the improvement of beat detection in heart sound signals☆17Updated 11 years ago
- Collection of Spiking Neural Network applications for SNN Toolbox.☆31Updated 4 years ago
- Implementation of Long Short Term Spiking NN☆39Updated 2 years ago
- An open-source cross-platform package to analyze and post-process spiking information obtained from neuromorphic cochleas☆18Updated 7 months ago
- Supervised Spiking Network☆79Updated 2 years ago
- ☆40Updated last year
- Code for DCT_SNN, an input encoding scheme for SNNs using DCT☆16Updated 3 years ago
- Event-based deep belief network offline training algorithm☆22Updated 10 years ago
- Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.☆56Updated 6 years ago
- This repository contains code from our paper Efficient and Accurate Conversion of Spiking Neural Network with Burst Spikes, published in …☆20Updated 2 years ago
- A spiking neural network based on the LIF neuron model to detect genre of given song☆23Updated 7 years ago
- ☆36Updated 3 years ago
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆79Updated 2 years ago
- This repository contains an implementation of the SNN algorithm NeuCube for EEG brain data classification.☆22Updated 6 years ago
- spiking-neural-networks☆36Updated last month
- Spiking Convolutional Neural Networks☆66Updated 6 years ago