nengo / keras-spikingLinks
Spiking neuron integration for Keras
☆32Updated 5 months ago
Alternatives and similar repositories for keras-spiking
Users that are interested in keras-spiking are comparing it to the libraries listed below
Sorting:
- Deep learning integration for Nengo☆91Updated 5 months ago
- Deep learning for spiking neural networks☆69Updated last year
- Brian 2 frontend to the GeNN simulator☆47Updated last week
- Liquid State Machines in Python and NEST☆73Updated 4 years ago
- Spiking neuron integration for PyTorch☆41Updated 5 months ago
- A brian2 extension to simulate spiking neural networks on GPUs☆64Updated 7 months ago
- Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.☆56Updated 7 years ago
- Nengo interactive visualizer☆108Updated 3 months ago
- A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks☆51Updated 4 years ago
- Collection of experimental Python and accompanying Bash scripts for training and evaluation of BindsNET networks.☆66Updated 2 years ago
- The Spiking Reservoir (Liquid State Machine - LSM) Simulator☆58Updated last year
- A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorph…☆73Updated last month
- Run Nengo models on Intel's Loihi chip☆39Updated 5 months 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
- Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration☆229Updated last year
- Learning to Learn: Gradient-free Optimization framework☆36Updated 4 years ago
- ANNarchy (Artificial Neural Networks architect) is a parallel simulator for rate-coded and spiking neural networks.☆41Updated this week
- Instructive examples using projects in the Nengo ecosystem☆23Updated last year
- The SpiNNaker implementation of the PyNN neural networking language☆113Updated last week
- Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.☆32Updated last year
- My tensorflow sandbox☆56Updated 6 years ago
- Simulation of spiking neural networks (SNNs) using PyTorch.☆43Updated last year
- Polished code for "Can a single neuron solve MNIST? The computational power of biological dendritic trees”☆47Updated 4 years ago
- Data encoders☆33Updated 4 years ago
- A GPGPU based Spiking Neural Network (SNN) designed to be as transparent and easy to modify as possible. Written in C++/CUDA.☆48Updated 5 years ago
- Tutorial for surrogate gradient learning in spiking neural networks☆326Updated last year
- Long short-term memory Spiking Neural Networks☆103Updated 5 years ago
- PyPi Package of Self-Organizing Recurrent Neural Networks (SORN) and Neuro-robotics using OpenAI Gym☆38Updated 11 months ago
- Tensorflow implementation of Spike-GAN, which allows generating realistic patterns of neural activity whose statistics approximate a give…☆23Updated 6 years ago
- Neurons learn by predicting future activity☆29Updated 3 years ago