brian-team / brian2cuda
A brian2 extension to simulate spiking neural networks on GPUs
☆62Updated last month
Alternatives and similar repositories for brian2cuda:
Users that are interested in brian2cuda are comparing it to the libraries listed below
- Brian 2 frontend to the GeNN simulator☆46Updated 5 months ago
- A library for deep learning with Spiking Neural Networks (SNN).☆28Updated this week
- CARLsim is an efficient, easy-to-use, GPU-accelerated software framework for simulating large-scale spiking neural network (SNN) models w…☆45Updated this week
- ANNarchy (Artificial Neural Networks architect) is a parallel simulator for rate-coded and spiking neural networks.☆39Updated this week
- Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.☆56Updated 6 years ago
- Deep learning integration for Nengo☆89Updated 6 months ago
- Interactive Matplotlib Plots in Python, convering Models such as the Leaky Integrate and Fire, Izhikevich Model, FitzHugh-Nagumo Model et…☆68Updated 6 years ago
- Tools to use with Brian 2, in particular for visualization☆16Updated 5 months ago
- Simulation of spiking neural networks (SNNs) using PyTorch.☆44Updated 11 months ago
- ☆36Updated 4 years ago
- A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks☆49Updated 4 years ago
- A large-scale spiking model of the vision-related areas of macaque cortex.☆71Updated 9 months ago
- Coding projects by the community for the community☆14Updated this week
- Long short-term memory Spiking Neural Networks☆99Updated 4 years ago
- Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.☆27Updated 7 months ago
- Liquid State Machines in Python and NEST☆69Updated 4 years ago
- CARLsim is an efficient, easy-to-use, GPU-accelerated software framework for simulating large-scale spiking neural network (SNN) models w…☆82Updated last year
- Auryn: A fast simulator for spiking neural networks with synaptic plasticity☆99Updated last year
- The SpiNNaker implementation of the PyNN neural networking language☆103Updated this week
- Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.☆156Updated 5 years ago
- Auryn-based simulation of multiplexing and burst-dependent plasticity☆23Updated 3 years ago
- ☆89Updated 10 months ago
- The Spiking Reservoir (Liquid State Machine - LSM) Simulator☆53Updated last year
- Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration☆222Updated 6 months 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
- Collection of experimental Python and accompanying Bash scripts for training and evaluation of BindsNET networks.☆66Updated 2 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
- Tutorial for surrogate gradient learning in spiking neural networks☆303Updated 6 months ago
- Code to accompany our paper "The combination of Hebbian and predictive plasticity learns invariant object representations in deep sensory…☆23Updated last month
- A Loihi emulator based on Brian2☆25Updated 3 years ago