Collection of experimental Python and accompanying Bash scripts for training and evaluation of BindsNET networks.
☆66Oct 28, 2022Updated 3 years ago
Alternatives and similar repositories for bindsnet_experiments
Users that are interested in bindsnet_experiments are comparing it to the libraries listed below
Sorting:
- Simulation of spiking neural networks (SNNs) using PyTorch.☆1,656Feb 12, 2026Updated 2 weeks ago
- Repository for code, data, and other artifacts for "Minibatch Processing in Spiking Neural Networks"☆14Nov 5, 2019Updated 6 years ago
- Simulation of spiking neural networks (SNNs) using PyTorch.☆44Feb 29, 2024Updated 2 years ago
- Experiments with spiking neural networks (SNNs) in PyTorch. See https://github.com/BINDS-LAB-UMASS/bindsnet for the successor to this pro…☆90Mar 15, 2018Updated 7 years ago
- Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.☆171Jun 10, 2019Updated 6 years ago
- ☆363Mar 3, 2022Updated 3 years ago
- Spiking Convolutional Neural Networks☆69Dec 7, 2018Updated 7 years ago
- Supervised learning in spiking neural networks for precise temporal encoding☆18May 9, 2019Updated 6 years ago
- Some of my initial studies using spiking neural networks and Python☆38Mar 3, 2022Updated 3 years ago
- Implementation of a Spiking Neural Network in Tensorflow.☆24May 13, 2018Updated 7 years ago
- High-speed simulator of convolutional spiking neural networks with at most one spike per neuron.☆397Sep 7, 2021Updated 4 years ago
- Common support code for user-facing front end systems.☆12Updated this week
- CARLsim is an efficient, easy-to-use, GPU-accelerated software framework for simulating large-scale spiking neural network (SNN) models w…☆59Jan 21, 2018Updated 8 years ago
- Materials for the course on neuromorphic computing at RAAI Summer School 2021☆14Jul 5, 2022Updated 3 years ago
- PyTorch implementation of SLAYER for training Spiking Neural Networks☆325May 30, 2025Updated 9 months ago
- Supervised Spiking Network☆83Jun 25, 2022Updated 3 years ago
- This is the PyNN code used in the paper titled "Multilayer Spiking Neural Network for audio samples classification using SpiNNaker", whic…☆32Dec 7, 2021Updated 4 years ago
- Pure python implementation of SNN☆1,173Jul 29, 2022Updated 3 years ago
- [Python 3.6, Tensorflow v1] Spiking Neural Network Lib☆13Oct 20, 2020Updated 5 years ago
- Temporal backpropagation for spiking neural networks with one spike per neuron, by S. R. Kheradpisheh and T. Masquelier, International Jo…☆65Dec 29, 2020Updated 5 years ago
- ☆71Sep 21, 2021Updated 4 years ago
- ☆14Nov 20, 2019Updated 6 years ago
- Feedforward spiking neural network has been trained with SpikeProp algorithm☆22Feb 6, 2018Updated 8 years ago
- What about coding a Spiking Neural Network using an automatic differentiation framework? In SNNs, there is a time axis and the neural net…☆276Nov 6, 2022Updated 3 years ago
- A spiking net simulator implemented in Tensorflow 2.0 with plastic synaptic delays and weights.☆38May 20, 2019Updated 6 years ago
- Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.☆392Jan 13, 2023Updated 3 years ago
- ☆47Jul 2, 2022Updated 3 years ago
- Reinforcement learning with a network of spiking agents☆22Jun 8, 2020Updated 5 years ago
- Brian 2 version of Paper "Unsupervised Learning of digit recognition using STDP"☆136Feb 24, 2021Updated 5 years ago
- Event-Driven CD in Spiking Neural Networks☆20Mar 17, 2016Updated 9 years ago
- The PyNN 0.8 interface to sPyNNaker.☆19Mar 15, 2022Updated 3 years ago
- Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper☆139Oct 22, 2020Updated 5 years ago
- A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks☆52Sep 28, 2020Updated 5 years ago
- Spiking Neural Networks in C++ with strong GPU acceleration through CUDA☆136Jul 3, 2020Updated 5 years ago
- Official Implementation of "Vision-based Behavioral Recognition of Novelty Preference in Pigs"☆20Jul 1, 2021Updated 4 years ago
- Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.☆59Jul 16, 2018Updated 7 years ago
- One-Shot Object Appearance Learning using Spiking Neural Networks☆23Jun 10, 2019Updated 6 years ago
- ☆24Apr 20, 2024Updated last year
- A library of techniques for local interpretation of machine learning models☆10Mar 24, 2023Updated 2 years ago