Shikhargupta / snn-brian-mlpLinks
Spiking MLP built using BRIAN
☆31Updated 8 years ago
Alternatives and similar repositories for snn-brian-mlp
Users that are interested in snn-brian-mlp are comparing it to the libraries listed below
Sorting:
- Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.☆168Updated 6 years ago
- Spiking Convolutional Neural Networks☆68Updated 6 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
- A python implementation of a spiking neural network with STDP and Reinforcement learning methods☆131Updated 8 years ago
- Basic SNN propogating spikes between LIF neurons☆86Updated 7 years ago
- ☆354Updated 3 years ago
- Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.☆385Updated 2 years ago
- spiking-neural-networks☆37Updated 3 weeks ago
- Brian 2 version of Paper "Unsupervised Learning of digit recognition using STDP"☆135Updated 4 years ago
- Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper☆133Updated 5 years ago
- A series of simulations organized as homework assignments that were part of the course on Neuromorphic Engineering at IIT Bombay (course …☆10Updated 9 years ago
- ☆70Updated 4 years ago
- ☆42Updated 6 years ago
- ☆38Updated 3 years ago
- Spiking Neural Networks in C++ with strong GPU acceleration through CUDA☆131Updated 5 years ago
- Feedforward spiking neural network has been trained with SpikeProp algorithm☆22Updated 7 years ago
- Long short-term memory Spiking Neural Networks☆106Updated 5 years ago
- ☆46Updated 3 years ago
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆102Updated 4 years ago
- A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.☆44Updated last year
- PyTorch implementation of SLAYER for training Spiking Neural Networks☆320Updated 5 months ago
- Repository for the master thesis titled "Local Unsupervised Learning of Multimodal Event-Based Data with Spiking Neural Networks", by Jul…☆27Updated 4 months ago
- Matlab code for a Spiking Neural Network for Visual Motion Estimation☆24Updated 6 years ago
- This repo is the implementation of the spatio-temporal credit assignment （STCA） algorithm for training deep spiking neural networks.☆27Updated 6 years ago
- A Spiking Neural Network model for Digit Recognition using the N-MNIST dataset.☆18Updated 5 years ago
- This is a repository with implementations of neuron models, synapses, and spiking neural networks (SNN). It's still in development and it…☆32Updated 5 years ago
- One-Shot Object Appearance Learning using Spiking Neural Networks☆23Updated 6 years ago
- A Spiking Neural Network Architecture for MNIST Digit Recognition☆34Updated 7 years ago
- High-speed simulator of convolutional spiking neural networks with at most one spike per neuron.☆394Updated 4 years ago
- Temporal backpropagation for spiking neural networks with one spike per neuron, by S. R. Kheradpisheh and T. Masquelier, International Jo…☆62Updated 4 years ago