peter-u-diehl / stdp-mnist
☆345Updated 3 years ago
Alternatives and similar repositories for stdp-mnist
Users that are interested in stdp-mnist are comparing it to the libraries listed below
Sorting:
- Brian 2 version of Paper "Unsupervised Learning of digit recognition using STDP"☆134Updated 4 years ago
- Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.☆159Updated 5 years ago
- Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.☆373Updated 2 years ago
- Spatio-temporal BP for SNNs☆225Updated 2 years ago
- A python implementation of a spiking neural network with STDP and Reinforcement learning methods☆128Updated 7 years ago
- High-speed simulator of convolutional spiking neural networks with at most one spike per neuron.☆388Updated 3 years ago
- ☆254Updated 4 years ago
- What about coding a Spiking Neural Network using an automatic differentiation framework? In SNNs, there is a time axis and the neural net…☆266Updated 2 years ago
- Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration☆226Updated 9 months ago
- Basic SNN propogating spikes between LIF neurons☆84Updated 6 years ago
- Spiking Convolutional Neural Networks☆68Updated 6 years ago
- ☆70Updated 3 years ago
- PyTorch implementation of SLAYER for training Spiking Neural Networks☆317Updated 3 weeks ago
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆100Updated 4 years ago
- Reinforcement Learning for Spiking Neural Networks☆83Updated 9 months ago
- ☆67Updated 3 years ago
- Collection of experimental Python and accompanying Bash scripts for training and evaluation of BindsNET networks.☆66Updated 2 years ago
- A Spiking Neural Network Architecture for MNIST Digit Recognition☆32Updated 6 years ago
- One-Shot Object Appearance Learning using Spiking Neural Networks☆23Updated 5 years ago
- Tutorial for surrogate gradient learning in spiking neural networks☆314Updated 9 months ago
- ☆42Updated 5 years ago
- Repository for the master thesis titled "Local Unsupervised Learning of Multimodal Event-Based Data with Spiking Neural Networks", by Jul…☆23Updated 2 years ago
- Deep Learning library for Lava☆159Updated 3 weeks ago
- Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper☆129Updated 4 years ago
- Pytorch implementation of TSSL-BP rule for Deep Spiking Neural Networks.☆70Updated last year
- A simple direct training implement for SNNs using Spatio-Temporal Backpropagation☆85Updated 2 years ago
- Pure python implementation of SNN☆1,091Updated 2 years ago
- ☆71Updated 9 years ago
- A Spiking Neural Network model for Digit Recognition using the N-MNIST dataset.☆19Updated 4 years ago
- Spiking MLP built using BRIAN☆31Updated 7 years ago