arnogranier / SNN
[Python 3.6, Tensorflow v1] Spiking Neural Network Lib
☆11Updated 4 years ago
Alternatives and similar repositories for SNN:
Users that are interested in SNN are comparing it to the libraries listed below
- Spiking Convolutional Neural Networks☆65Updated 6 years ago
- Some of my initial studies using spiking neural networks and Python☆35Updated 2 years ago
- spiking neural network implementing the SpikeProp algorithm for the improvement of beat detection in heart sound signals☆17Updated 10 years ago
- A series of simulations organized as homework assignments that were part of the course on Neuromorphic Engineering at IIT Bombay (course …☆10Updated 8 years ago
- spiking-neural-networks☆36Updated last year
- Data encoders☆32Updated 3 years ago
- One-Shot Object Appearance Learning using Spiking Neural Networks☆23Updated 5 years ago
- Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.☆157Updated 5 years ago
- Basic SNN propogating spikes between LIF neurons☆84Updated 6 years ago
- Long short-term memory Spiking Neural Networks☆98Updated 4 years ago
- Framework to train and simulate a spiking neural network (SNN) using Brian2, that implements a learning rule that combines STDP with a gl…☆13Updated 6 years ago
- Pure python implementation of unsupervised MNIST classification using Spiking Neural Networks (using STDP)☆27Updated 2 years 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
- Implementation of Long Short Term Spiking NN☆39Updated 2 years ago
- A Spiking Neural Network Architecture for MNIST Digit Recognition☆31Updated 6 years ago
- A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.☆31Updated 4 months 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
- Feedforward spiking neural network has been trained with SpikeProp algorithm☆22Updated 6 years ago
- Spiking neural networks are biologically plausible CNNs which learn through a temporally dependent learning method known as Spike Time De…☆10Updated 7 years ago
- Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.☆56Updated 6 years ago
- a spiking neural network module, tempotron for classification☆15Updated 4 years ago
- A spiking neural network undergoes plastic changes based on the timing of neural spikes (MATLAB).☆10Updated 9 years ago
- This is a repository with implementations of neuron models, synapses, and spiking neural networks (SNN). It's still in development and it…☆31Updated 4 years ago
- ☆68Updated 3 years ago
- Spiking MLP built using BRIAN☆31Updated 7 years ago
- ☆35Updated 2 years ago
- A python implementation of a spiking neural network with STDP and Reinforcement learning methods☆122Updated 7 years ago
- ☆43Updated 2 years ago
- ☆32Updated 6 years ago