jpdominguez / Multilayer-SNN-for-audio-samples-classification-using-SpiNNaker
This is the PyNN code used in the paper titled "Multilayer Spiking Neural Network for audio samples classification using SpiNNaker", which is already accepted for publication.
☆32Updated 3 years ago
Alternatives and similar repositories for Multilayer-SNN-for-audio-samples-classification-using-SpiNNaker:
Users that are interested in Multilayer-SNN-for-audio-samples-classification-using-SpiNNaker are comparing it to the libraries listed below
- An open-source cross-platform package to analyze and post-process spiking information obtained from neuromorphic cochleas☆18Updated 8 months ago
- Profiling power consumption of a neuromorphic keyword spotter.☆22Updated 5 years ago
- Spiking Neural Network to identify spoken letters☆8Updated 7 years ago
- RBM implemented with spiking neurons in Python. Contrastive Divergence used to train the network.☆29Updated 7 years ago
- Spiking neural networks (SNNs) for speech classification☆12Updated 3 years ago
- Pytorch-Kaldi implementation of SNN-based ASR systems☆18Updated 5 years ago
- Supervised Spiking Network☆79Updated 2 years ago
- Event-based deep belief network offline training algorithm☆22Updated 10 years ago
- Supervised learning in spiking neural networks for precise temporal encoding☆18Updated 5 years ago
- Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.☆56Updated 6 years ago
- A spiking neural network based on the LIF neuron model to detect genre of given song☆23Updated 7 years ago
- Collection of Spiking Neural Network applications for SNN Toolbox.☆31Updated 4 years ago
- spiking neural network implementing the SpikeProp algorithm for the improvement of beat detection in heart sound signals☆17Updated 11 years ago
- To identify features by aggregate-label learning in spiking neurons☆14Updated 7 years ago
- ☆42Updated 5 years ago
- Spiking neural networks are biologically plausible CNNs which learn through a temporally dependent learning method known as Spike Time De…☆10Updated 7 years ago
- Liquid State Machines in Python and NEST☆70Updated 4 years ago
- Convolutional 3D Spiking Neural Network to classify videos☆14Updated 7 years ago
- The Spiking Reservoir (Liquid State Machine - LSM) Simulator☆56Updated last year
- Datasets recorded from Neuromorphic Sensors or Conversions using Simulations of Sensors☆30Updated 11 months ago
- ☆32Updated 6 years ago
- In this repo, Spiking recurrent neural network is applied on various task for ICONs2020☆29Updated 4 years ago
- Data encoders☆32Updated 4 years ago
- Collection of experimental Python and accompanying Bash scripts for training and evaluation of BindsNET networks.☆66Updated 2 years ago
- Reinforcement Learning for Spiking Neural Networks☆81Updated 7 months ago
- Some of my initial studies using spiking neural networks and Python☆36Updated 3 years ago
- Experiments with spiking neural networks (SNNs) in PyTorch. See https://github.com/BINDS-LAB-UMASS/bindsnet for the successor to this pro…☆90Updated 7 years ago
- Differentiate notes using a spiking neural network☆49Updated 3 years ago
- ☆36Updated 3 years ago
- Python implementation of a tempotron classifier for the MNIST dataset.☆15Updated 6 years ago