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 5 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)☆55Updated 2 years ago
- Convolutional spiking neural network implementing voltage-dependent synaptic plasticity and single-spike integrate-and-fire neurons☆13Updated 2 years ago
- Code for the model presented in the paper "LISNN: Improving Spiking Neural Networks with Lateral Interactions for Robust Object Recogniti…☆11Updated 4 years ago
- Implementation of the paper Keys to Accurate Feature Extraction Using Residual Spiking Neural Networks☆30Updated last year
- Tutorial for surrogate gradient learning in spiking neural networks☆46Updated last year
- ☆45Updated 3 years ago
- ☆92Updated last year
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆101Updated 4 years ago
- PyTorch and Loihi implementation of the Spiking Neural Network for decoding EEG on Neuromorphic Hardware☆39Updated 3 years ago
- Pytorch implementation of TSSL-BP rule for Deep Spiking Neural Networks.☆71Updated last year
- Long short-term memory Spiking Neural Networks☆102Updated 5 years ago
- Datasets recorded from Neuromorphic Sensors or Conversions using Simulations of Sensors☆31Updated last year
- SSTDP is a efficient spiking neural network training framework, which is contributed by Fangxin Liu and Wenbo Zhao.☆35Updated 3 years ago
- Supervised Spiking Network☆80Updated 3 years ago
- ☆31Updated 6 months ago
- Implementation of Long Short Term Spiking NN☆39Updated 2 years ago
- Temporal backpropagation for spiking neural networks with one spike per neuron, by S. R. Kheradpisheh and T. Masquelier, International Jo…☆61Updated 4 years ago
- Collection of Spiking Neural Network applications for SNN Toolbox.☆33Updated 5 years ago
- In this repo, Spiking recurrent neural network is applied on various task for ICONs2020☆29Updated 4 years ago
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆53Updated 3 years ago
- Pure python implementation of unsupervised MNIST classification using Spiking Neural Networks (using STDP)☆30Updated 3 years ago
- BNTT - Frontiers in Neuroscience (2021)☆48Updated 3 years ago
- Basic SNN propogating spikes between LIF neurons☆85Updated 6 years ago
- ☆38Updated 3 years ago
- Spiking Convolutional Neural Networks☆68Updated 6 years ago
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆80Updated 2 years ago
- Threshold annealing in binarized spiking neural networks☆16Updated 3 years ago
- To identify features by aggregate-label learning in spiking neurons☆14Updated 7 years ago
- ☆9Updated 4 years ago
- ☆13Updated 4 years ago