npvoid / neural_heterogeneity
☆29Updated last month
Alternatives and similar repositories for neural_heterogeneity:
Users that are interested in neural_heterogeneity are comparing it to the libraries listed below
- ☆89Updated 11 months ago
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆78Updated 2 years ago
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆51Updated 3 years ago
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆50Updated 2 years ago
- ☆45Updated 2 years ago
- Tutorial for surrogate gradient learning in spiking neural networks☆42Updated 6 months ago
- Datasets recorded from Neuromorphic Sensors or Conversions using Simulations of Sensors☆30Updated 9 months ago
- Long short-term memory Spiking Neural Networks☆100Updated 4 years ago
- Convolutional spiking neural network implementing voltage-dependent synaptic plasticity and single-spike integrate-and-fire neurons☆12Updated 2 years ago
- ☆13Updated 4 years ago
- ☆37Updated last year
- ☆35Updated 3 years ago
- Meta-Dynamic Neurons improved Spatio-temporal Generalization of Spiking Neural Networks☆9Updated 4 years ago
- a spiking neural network module, tempotron for classification☆16Updated 4 years ago
- Plugin for Sinabs, implementing the EXODUS algorithm for training SNNs efficiently with BPTT☆27Updated 5 months ago
- Spiking Convolutional Neural Networks☆66Updated 6 years ago
- In this repo, Spiking recurrent neural network is applied on various task for ICONs2020☆28Updated 4 years ago
- ☆16Updated 4 years ago
- Implementation of Long Short Term Spiking NN☆39Updated 2 years ago
- Code for the model presented in the paper "A Biologically Plausible Supervised Learning Method for Spiking Neural Networks Using the Symm…☆46Updated 4 years ago
- Threshold annealing in binarized spiking neural networks☆14Updated 2 years ago
- The biologically plausible self backpropagation on SNNs and ANNs☆12Updated 3 years ago
- ☆42Updated 5 years ago
- Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks☆103Updated 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
- BNTT - Frontiers in Neuroscience (2021)☆47Updated 3 years ago
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆99Updated 3 years ago
- Repository for content for the AMLD2020 workshop "Spiking neural networks for real-time inference tasks"☆16Updated 4 years ago
- Pytorch implementation of TSSL-BP rule for Deep Spiking Neural Networks.☆68Updated 10 months ago
- Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.☆28Updated 8 months ago