pvili / SpikingTimeDependentPlasticityLinks
The code to simulate spiking neural networks as used in the paper "Spiking Time-Dependent Plasticity Leads to Efficient Coding of Predictions" by Pau Vilimelis Aceituno, Masud Ehsani and Juergen Jost
☆10Updated 6 years ago
Alternatives and similar repositories for SpikingTimeDependentPlasticity
Users that are interested in SpikingTimeDependentPlasticity are comparing it to the libraries listed below
Sorting:
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆59Updated 3 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
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆103Updated 4 years ago
- Threshold annealing in binarized spiking neural networks☆16Updated 3 years ago
- Convolutional spiking neural network implementing voltage-dependent synaptic plasticity and single-spike integrate-and-fire neurons☆13Updated 3 years ago
- Datasets recorded from Neuromorphic Sensors or Conversions using Simulations of Sensors☆32Updated last year
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆57Updated 3 years ago
- PyTorch and Loihi implementation of the Spiking Neural Network for decoding EEG on Neuromorphic Hardware☆47Updated 3 years ago
- Implementation of the paper Keys to Accurate Feature Extraction Using Residual Spiking Neural Networks☆33Updated 2 years ago
- Long short-term memory Spiking Neural Networks☆109Updated 5 years ago
- Reimplementation of the paper "STDP-based spiking deep convolutional neural networks for object recognition"☆17Updated 2 years ago
- Basic SNN propogating spikes between LIF neurons☆87Updated 7 years ago
- ☆42Updated 6 years ago
- An event based dataset loader under one common python API.☆10Updated 3 years ago
- Code for the model presented in the paper "LISNN: Improving Spiking Neural Networks with Lateral Interactions for Robust Object Recogniti…☆12Updated 5 years ago
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆83Updated 2 years ago
- Pytorch implementation of TSSL-BP rule for Deep Spiking Neural Networks.☆73Updated last year
- Codes of the paper of "Surrogate-Assisted Evolutionary Search of Spiking Neural Architectures in Liquid State Machines"☆12Updated 2 years ago
- ☆38Updated 3 years ago
- ☆103Updated last year
- SSTDP is a efficient spiking neural network training framework, which is contributed by Fangxin Liu and Wenbo Zhao.☆37Updated 4 years ago
- BNTT - Frontiers in Neuroscience (2021)☆48Updated 4 years ago
- In this repo, Spiking recurrent neural network is applied on various task for ICONs2020☆29Updated 5 years ago
- ☆31Updated last year
- ☆46Updated 3 years ago
- This repo contains the implementation of paper Exploiting Neuron and Synapse Filter Dynamics in Spatial Temporal Learning of Deep Spiking…☆44Updated last year
- Pure python implementation of unsupervised MNIST classification using Spiking Neural Networks (using STDP)☆32Updated 3 years ago
- ☆17Updated 5 years ago
- Neuron-Astrocyte Liquid State Machine☆23Updated 4 years ago