NeelayS / speech_spike_signaturesLinks
Spiking neural networks (SNNs) for speech classification
☆12Updated 3 years ago
Alternatives and similar repositories for speech_spike_signatures
Users that are interested in speech_spike_signatures are comparing it to the libraries listed below
Sorting:
- PyTorch based toolkit for developing spiking neural networks (SNNs) by training and testing them on speech command recognition tasks☆28Updated last year
- Implementation of the paper Keys to Accurate Feature Extraction Using Residual Spiking Neural Networks☆33Updated last year
- 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
- Supervised Spiking Network☆81Updated 3 years ago
- Official code of "AutoSNN: Towards Energy-Efficient Spiking Neural Networks," ICML22☆18Updated 3 years ago
- A Spiking Neural Network Architecture for MNIST Digit Recognition☆34Updated 7 years ago
- Liquid State Machines in Python and NEST☆75Updated 5 years ago
- ☆42Updated 6 years ago
- Pytorch implementation of TSSL-BP rule for Deep Spiking Neural Networks.☆72Updated last year
- Code for the model presented in the paper "LISNN: Improving Spiking Neural Networks with Lateral Interactions for Robust Object Recogniti…☆12Updated 5 years ago
- Intel Neuromorphic DNS Challenge☆148Updated 11 months ago
- Pytorch-Kaldi implementation of SNN-based ASR systems☆18Updated 5 years ago
- Pytorch Implementation of Signed Neuron with Memory: Towards Simple, Accurate and High-Efficient ANN-SNN Conversion, IJCAI 2022☆24Updated 2 years ago
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆83Updated 2 years ago
- Long short-term memory Spiking Neural Networks☆106Updated 5 years ago
- Collection of Spiking Neural Network applications for SNN Toolbox.☆34Updated 5 years ago
- This repository contains code from our paper Efficient and Accurate Conversion of Spiking Neural Network with Burst Spikes, published in …☆20Updated 3 years ago
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆103Updated 4 years ago
- ☆13Updated 5 years ago
- ☆21Updated 3 months ago
- Supervised learning in spiking neural networks for precise temporal encoding☆18Updated 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…☆14Updated 4 years ago
- Pytorch implementation of Neuromorphic Data Augmentation for SNN, Accepted to ECCV 2022.☆44Updated 2 years ago
- Spiking 🧠 and artificial 🤖 RNN solutions to Speech Commands Dataset 🗣️ in TensorFlow☆13Updated 4 years ago
- ☆10Updated last year
- Data encoders☆33Updated 4 years ago
- Quantization-aware training with spiking neural networks☆48Updated 3 years ago
- An open-source cross-platform package to analyze and post-process spiking information obtained from neuromorphic cochleas☆18Updated 3 weeks ago
- Official implementation of Fully Spiking Variational Autoencoder [AAAI2022]☆73Updated 2 years ago
- ☆17Updated 3 years ago