BINDS-LAB-UMASS / bindsnet
Simulation of spiking neural networks (SNNs) using PyTorch.
☆44Updated 8 months ago
Related projects ⓘ
Alternatives and complementary repositories for bindsnet
- Collection of experimental Python and accompanying Bash scripts for training and evaluation of BindsNET networks.☆66Updated 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…☆90Updated 6 years ago
- Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.☆54Updated 6 years ago
- Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration☆218Updated 3 months ago
- Tutorial for surrogate gradient learning in spiking neural networks☆288Updated 3 months ago
- ☆87Updated 7 months ago
- Long short-term memory Spiking Neural Networks☆99Updated 4 years ago
- A library for deep learning with Spiking Neural Networks (SNN).☆24Updated this week
- A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks☆49Updated 4 years ago
- Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.☆152Updated 5 years ago
- Spiking Convolutional Neural Networks☆64Updated 5 years ago
- Reinforcement Learning for Spiking Neural Networks☆79Updated 2 months ago
- Basic SNN propogating spikes between LIF neurons☆82Updated 6 years ago
- Liquid State Machines in Python and NEST☆66Updated 4 years ago
- The Spiking Reservoir (Liquid State Machine - LSM) Simulator☆51Updated last year
- Temporal backpropagation for spiking neural networks with one spike per neuron, by S. R. Kheradpisheh and T. Masquelier, International Jo…☆59Updated 3 years ago
- spiking-neural-networks☆36Updated last year
- ☆67Updated 3 years ago
- This is a repository with implementations of neuron models, synapses, and spiking neural networks (SNN). It's still in development and it…☆31Updated 4 years ago
- A python implementation of a spiking neural network with STDP and Reinforcement learning methods☆121Updated 7 years ago
- ☆43Updated 2 years ago
- Datasets recorded from Neuromorphic Sensors or Conversions using Simulations of Sensors☆29Updated 6 months ago
- A brian2 extension to simulate spiking neural networks on GPUs☆61Updated 4 months ago
- ☆36Updated 2 years ago
- ☆33Updated 4 years ago
- ☆42Updated 5 years ago
- Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.☆25Updated 4 months ago
- Repository for code, data, and other artifacts for "Minibatch Processing in Spiking Neural Networks"☆14Updated 5 years ago
- High-speed simulator of convolutional spiking neural networks with at most one spike per neuron.☆381Updated 3 years ago
- ☆142Updated 3 years ago