cortical-team / neko
☆17Updated 3 years ago
Alternatives and similar repositories for neko:
Users that are interested in neko are comparing it to the libraries listed below
- A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks☆49Updated 4 years ago
- Datasets recorded from Neuromorphic Sensors or Conversions using Simulations of Sensors☆29Updated 8 months ago
- Long short-term memory Spiking Neural Networks☆98Updated 4 years ago
- Training Recurrent Neural Networks via Forward Propagation Through Time☆37Updated 3 years ago
- ☆89Updated 10 months ago
- ☆43Updated 2 years ago
- Supervised Spiking Network☆79Updated 2 years ago
- Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.☆56Updated 6 years ago
- Tutorial for surrogate gradient learning in spiking neural networks☆41Updated 5 months ago
- Repository for code, data, and other artifacts for "Minibatch Processing in Spiking Neural Networks"☆14Updated 5 years ago
- ☆19Updated 2 years ago
- Temporal backpropagation for spiking neural networks with one spike per neuron, by S. R. Kheradpisheh and T. Masquelier, International Jo…☆59Updated 4 years ago
- Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.☆27Updated 7 months ago
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆51Updated 2 years ago
- Threshold annealing in binarized spiking neural networks☆14Updated 2 years ago
- The biologically plausible self backpropagation on SNNs and ANNs☆12Updated 3 years ago
- ☆33Updated 4 years ago
- PyTorch-based code for training fully-connected and convolutional networks using backpropagation (BP), feedback alignment (FA), direct fe…☆64Updated 3 years ago
- Quantization-aware training with spiking neural networks☆38Updated 2 years ago
- ☆11Updated 2 years ago
- Code for training binary and WTA SNNs☆15Updated 2 years ago
- ☆16Updated 4 years ago
- Paper submission☆20Updated last year
- Benchmark harness and baseline results for the NeuroBench algorithm track.☆66Updated this week
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆49Updated 2 years ago
- Pure python implementation of unsupervised MNIST classification using Spiking Neural Networks (using STDP)☆27Updated 2 years ago
- ☆70Updated 11 months ago
- Public code for Illing, Ventura, Bellec & Gerstner 2021: Local plasticity rules can learn deep representations using self-supervised cont…☆24Updated 8 months ago
- Implementation of feedback alignment learning in PyTorch☆29Updated last year
- ☆42Updated 5 years ago