synsense / snn-workshop-amld-2020Links
Repository for content for the AMLD2020 workshop "Spiking neural networks for real-time inference tasks"
☆17Updated 4 years ago
Alternatives and similar repositories for snn-workshop-amld-2020
Users that are interested in snn-workshop-amld-2020 are comparing it to the libraries listed below
Sorting:
- Threshold annealing in binarized spiking neural networks☆16Updated 3 years ago
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆102Updated 4 years ago
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆83Updated 2 years ago
- The code associated with Comparing SNNs and RNNs on neuromorphic vision datasets: Similarities and differences.☆52Updated 4 years ago
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆57Updated 2 years ago
- A Spiking Neural Network model for Digit Recognition using the N-MNIST dataset.☆18Updated 5 years ago
- Plugin for Sinabs, implementing the EXODUS algorithm for training SNNs efficiently with BPTT☆30Updated 6 months ago
- In this repo, Spiking recurrent neural network is applied on various task for ICONs2020☆29Updated 4 years ago
- Spatio-temporal BP for SNNs☆232Updated 3 years ago
- ☆42Updated 6 years ago
- Pytorch implementation of TSSL-BP rule for Deep Spiking Neural Networks.☆71Updated last year
- ☆45Updated 3 years ago
- Code for the model presented in the paper "A Biologically Plausible Supervised Learning Method for Spiking Neural Networks Using the Symm…☆48Updated 4 years ago
- SSTDP is a efficient spiking neural network training framework, which is contributed by Fangxin Liu and Wenbo Zhao.☆35Updated 3 years ago
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆54Updated 3 years ago
- Implementation of Long Short Term Spiking NN☆39Updated 3 years ago
- Optimizing threshold and leak in LIF neurons with end-to-end backpropagation☆20Updated 4 years ago
- ☆70Updated 4 years ago
- Convolutional spiking neural network implementing voltage-dependent synaptic plasticity and single-spike integrate-and-fire neurons☆13Updated 2 years ago
- Collect important papers about snn☆32Updated 4 years ago
- ☆13Updated 5 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
- ☆96Updated last year
- ☆31Updated 9 months ago
- Implementation of the paper Keys to Accurate Feature Extraction Using Residual Spiking Neural Networks☆33Updated last year
- Reimplementation of the paper "STDP-based spiking deep convolutional neural networks for object recognition"☆16Updated 2 years ago
- Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks☆111Updated 3 years ago
- Brian 2 version of Paper "Unsupervised Learning of digit recognition using STDP"☆134Updated 4 years ago
- ☆28Updated 4 years ago
- a spiking neural network module, tempotron for classification☆17Updated 4 years ago