IGITUGraz / LSNN-officialLinks
Long short-term memory Spiking Neural Networks
☆104Updated 5 years ago
Alternatives and similar repositories for LSNN-official
Users that are interested in LSNN-official are comparing it to the libraries listed below
Sorting:
- ☆94Updated last year
- ☆38Updated 3 years ago
- Tutorial for surrogate gradient learning in spiking neural networks☆327Updated last year
- ☆45Updated 3 years ago
- Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.☆166Updated 6 years ago
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆82Updated 2 years ago
- Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.☆382Updated 2 years ago
- Datasets recorded from Neuromorphic Sensors or Conversions using Simulations of Sensors☆31Updated last year
- Temporal backpropagation for spiking neural networks with one spike per neuron, by S. R. Kheradpisheh and T. Masquelier, International Jo…☆62Updated 4 years ago
- ☆31Updated 8 months ago
- Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration☆229Updated last year
- Code for the model presented in the paper "A Biologically Plausible Supervised Learning Method for Spiking Neural Networks Using the Symm…☆47Updated 4 years ago
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆53Updated 3 years ago
- Supervised Spiking Network☆81Updated 3 years ago
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆56Updated 2 years ago
- Tutorial for surrogate gradient learning in spiking neural networks☆47Updated last year
- Implementation of Long Short Term Spiking NN☆39Updated 3 years ago
- Spiking Convolutional Neural Networks☆68Updated 6 years ago
- Basic SNN propogating spikes between LIF neurons☆86Updated 7 years ago
- PyTorch implementation of SLAYER for training Spiking Neural Networks☆320Updated 3 months ago
- Implementation of the paper Keys to Accurate Feature Extraction Using Residual Spiking Neural Networks☆30Updated last year
- Convolutional spiking neural network implementing voltage-dependent synaptic plasticity and single-spike integrate-and-fire neurons☆13Updated 2 years ago
- A python implementation of a spiking neural network with STDP and Reinforcement learning methods☆128Updated 8 years ago
- A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorph…☆73Updated 2 months ago
- Spatio-temporal BP for SNNs☆231Updated 3 years ago
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆102Updated 4 years ago
- spiking-neural-networks☆37Updated 8 months ago
- Liquid State Machines in Python and NEST☆73Updated 4 years ago
- Pytorch implementation of TSSL-BP rule for Deep Spiking Neural Networks.☆71Updated last year
- ☆42Updated 6 years ago