nikhil-garg / EMG_expLinks
This is the code for the paper Signals to Spikes for Neuromorphic Regulated Reservoir Computing and EMG Hand Gesture Recognition
☆10Updated 3 years ago
Alternatives and similar repositories for EMG_exp
Users that are interested in EMG_exp are comparing it to the libraries listed below
Sorting:
- PyTorch and Loihi implementation of the Spiking Neural Network for decoding EEG on Neuromorphic Hardware☆40Updated 3 years ago
- An Energy-Efficient Spiking Neural Network for Finger Velocity Decoding for Implantable Brain-Machine Interface☆12Updated 3 years ago
- A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.☆44Updated last year
- Convolutional spiking neural network implementing voltage-dependent synaptic plasticity and single-spike integrate-and-fire neurons☆13Updated 2 years ago
- training SNN with Resume algorithm☆11Updated 5 years ago
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆53Updated 3 years ago
- Spiking 🧠 and artificial 🤖 RNN solutions to Speech Commands Dataset 🗣️ in TensorFlow☆13Updated 4 years ago
- Brian 2 version of Paper "Unsupervised Learning of digit recognition using STDP"☆133Updated 4 years ago
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆55Updated 2 years ago
- SSTDP is a efficient spiking neural network training framework, which is contributed by Fangxin Liu and Wenbo Zhao.☆35Updated 3 years ago
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆81Updated 2 years ago
- Spiking Convolutional Neural Networks☆68Updated 6 years ago
- Reimplementation of the paper "STDP-based spiking deep convolutional neural networks for object recognition"☆15Updated 2 years ago
- This repository contains an implementation of the SNN algorithm NeuCube for EEG brain data classification.☆22Updated 7 years ago
- ☆41Updated 3 years ago
- Threshold annealing in binarized spiking neural networks☆16Updated 3 years ago
- Neuron-Astrocyte Liquid State Machine☆20Updated 3 years ago
- A toolbox for neuromorphic sensing in robotics.☆16Updated 4 years ago
- Code for the model presented in the paper "LISNN: Improving Spiking Neural Networks with Lateral Interactions for Robust Object Recogniti…☆11Updated 4 years ago
- The code associated with Comparing SNNs and RNNs on neuromorphic vision datasets: Similarities and differences.☆52Updated 4 years ago
- PyTorch Implementation of Online Training of Spiking Recurrent Neural Networks with Phase-Change Memory Synapses☆21Updated 3 years ago
- NeuroPack, a tool for emulating memristor-based neuromorphic architectures☆28Updated 2 years ago
- Code for the model presented in the paper "A Biologically Plausible Supervised Learning Method for Spiking Neural Networks Using the Symm…☆47Updated 4 years ago
- Software framework for Designing and Mapping a CNN onto neuromorphic chip with crossbar array of synapses.☆11Updated 5 years ago
- Benchmark harness and baseline results for the NeuroBench algorithm track.☆89Updated last month
- Tutorial for surrogate gradient learning in spiking neural networks☆46Updated last year
- ☆44Updated last year
- A Spiking Neural Network model for Digit Recognition using the N-MNIST dataset.☆19Updated 4 years ago
- Codes of the paper of "Surrogate-Assisted Evolutionary Search of Spiking Neural Architectures in Liquid State Machines"☆12Updated 2 years ago
- Official implementation of "Learning Delays in Spiking Neural Networks using Dilated Convolutions with Learnable Spacings" [ICLR2024]☆62Updated last year