djsaunde / lm-snn
Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.
☆157Updated 5 years ago
Alternatives and similar repositories for lm-snn:
Users that are interested in lm-snn are comparing it to the libraries listed below
- ☆339Updated 3 years ago
- A python implementation of a spiking neural network with STDP and Reinforcement learning methods☆126Updated 7 years ago
- Brian 2 version of Paper "Unsupervised Learning of digit recognition using STDP"☆133Updated 4 years ago
- Basic SNN propogating spikes between LIF neurons☆84Updated 6 years ago
- Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.☆371Updated 2 years ago
- Spiking Convolutional Neural Networks☆66Updated 6 years ago
- ☆69Updated 3 years ago
- spiking-neural-networks☆36Updated 2 months ago
- Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration☆223Updated 7 months ago
- Code for the model presented in the paper "A Biologically Plausible Supervised Learning Method for Spiking Neural Networks Using the Symm…☆47Updated 4 years ago
- The repository offer the simulation scripts of three different single-layer SNN learning algorihtms proposed by Querlioz, Diehl and this …☆13Updated 5 years ago
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆99Updated 3 years ago
- One-Shot Object Appearance Learning using Spiking Neural Networks☆23Updated 5 years ago
- Spatio-temporal BP for SNNs☆223Updated 2 years ago
- ☆42Updated 5 years ago
- a spiking neural network module, tempotron for classification☆18Updated 4 years ago
- A Spiking Neural Network Architecture for MNIST Digit Recognition☆32Updated 6 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
- ☆89Updated last year
- Collection of experimental Python and accompanying Bash scripts for training and evaluation of BindsNET networks.☆66Updated 2 years ago
- High-speed simulator of convolutional spiking neural networks with at most one spike per neuron.☆383Updated 3 years ago
- Long short-term memory Spiking Neural Networks☆102Updated 5 years ago
- PyTorch implementation of SLAYER for training Spiking Neural Networks☆314Updated 7 months ago
- construct a spiking neural network