genn-team / ml_genn
A library for deep learning with Spiking Neural Networks (SNN).
☆29Updated last week
Alternatives and similar repositories for ml_genn
Users that are interested in ml_genn are comparing it to the libraries listed below
Sorting:
- ☆90Updated last year
- Long short-term memory Spiking Neural Networks☆102Updated 5 years ago
- Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.☆30Updated 10 months ago
- Interactive Matplotlib Plots in Python, convering Models such as the Leaky Integrate and Fire, Izhikevich Model, FitzHugh-Nagumo Model et…☆69Updated 6 years ago
- A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks☆49Updated 4 years ago
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆51Updated 3 years ago
- Brian 2 frontend to the GeNN simulator☆47Updated 8 months ago
- A brian2 extension to simulate spiking neural networks on GPUs☆63Updated 4 months ago
- Coding projects by the community for the community☆19Updated 3 weeks ago
- A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorph…☆65Updated last week
- Code to accompany our paper "The combination of Hebbian and predictive plasticity learns invariant object representations in deep sensory…☆26Updated 4 months ago
- Datasets recorded from Neuromorphic Sensors or Conversions using Simulations of Sensors☆31Updated last year
- Neuromorphic Intermediate Representation reference implementation☆102Updated last week
- Reinforcement learning framework for spiking neural network actors with R-STDP for the master's thesis "Training Spiking Neural Networks …☆18Updated 2 years ago
- CARLsim is an efficient, easy-to-use, GPU-accelerated software framework for simulating large-scale spiking neural network (SNN) models w…☆48Updated 3 weeks ago
- Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.☆56Updated 6 years ago
- Temporal backpropagation for spiking neural networks with one spike per neuron, by S. R. Kheradpisheh and T. Masquelier, International Jo…☆60Updated 4 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 Loihi emulator based on Brian2☆29Updated 3 years ago
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆53Updated 2 years ago
- A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.☆40Updated 8 months ago
- Benchmark harness and baseline results for the NeuroBench algorithm track.☆78Updated last week
- ☆45Updated 2 years ago
- Neuron-Astrocyte Liquid State Machine☆19Updated 3 years ago
- Code to train on MNIST, CIFAR-10 and ImageNet using burstprop.☆37Updated 3 years ago
- The biologically plausible self backpropagation on SNNs and ANNs☆12Updated 3 years ago
- ☆30Updated 4 months ago
- ☆21Updated 3 months ago
- spiking-neural-networks☆37Updated 3 months ago
- Spiking Convolutional Neural Networks☆68Updated 6 years ago