google / ihmehimmeli
☆141Updated 3 years ago
Alternatives and similar repositories for ihmehimmeli:
Users that are interested in ihmehimmeli are comparing it to the libraries listed below
- 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☆223Updated 7 months ago
- Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.☆56Updated 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
- Simulation of spiking neural networks (SNNs) using PyTorch.☆44Updated last year
- High-speed simulator of convolutional spiking neural networks with at most one spike per neuron.☆383Updated 3 years ago
- ☆89Updated last year
- Deep learning integration for Nengo☆89Updated 8 months ago
- Tutorial for surrogate gradient learning in spiking neural networks☆309Updated 7 months ago
- Auryn: A fast simulator for spiking neural networks with synaptic plasticity☆100Updated last week
- Run Nengo models on Intel's Loihi chip☆38Updated this week
- PyTorch implementation of SLAYER for training Spiking Neural Networks☆314Updated 7 months ago
- Brian 2 frontend to the GeNN simulator☆46Updated 6 months ago
- A Python package for simulator-independent specification of neuronal network models.☆282Updated 7 months ago
- Collection of experimental Python and accompanying Bash scripts for training and evaluation of BindsNET networks.☆66Updated 2 years ago
- A brian2 extension to simulate spiking neural networks on GPUs☆62Updated 2 months ago
- Deep learning in a spiking neural network using segregated dendrites.☆84Updated 7 years ago
- What about coding a Spiking Neural Network using an automatic differentiation framework? In SNNs, there is a time axis and the neural net…☆266Updated 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
- Long short-term memory Spiking Neural Networks☆102Updated 5 years ago
- The SpiNNaker implementation of the PyNN neural networking language☆106Updated this week
- Supervised Spiking Network☆79Updated 2 years ago
- ☆36Updated 3 years ago
- ☆45Updated 2 years ago
- This repository will host models, modules, algorithms and applications developed by the INRC Community to run on the Intel Loihi Platform…☆83Updated last year
- Polished code for "Can a single neuron solve MNIST? The computational power of biological dendritic trees”☆46Updated 4 years ago
- Liquid State Machines in Python and NEST☆69Updated 4 years ago
- A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorph…☆62Updated last month
- A GPGPU based Spiking Neural Network (SNN) designed to be as transparent and easy to modify as possible. Written in C++/CUDA.☆45Updated 5 years ago
- Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"☆151Updated 4 years ago