johannesmik / neurons
Python simulations of neuron models like SRM and STDP
☆35Updated 9 years ago
Related projects ⓘ
Alternatives and complementary repositories for neurons
- Reinforcement Learning for Spiking Neural Networks☆79Updated 3 months ago
- ☆330Updated 2 years ago
- Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.☆55Updated 6 years ago
- ☆65Updated 2 years ago
- Spiking Convolutional Neural Networks☆64Updated 5 years ago
- Event-Driven CD in Spiking Neural Networks☆21Updated 8 years ago
- A python implementation of a spiking neural network with STDP and Reinforcement learning methods☆121Updated 7 years ago
- Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.☆154Updated 5 years ago
- ☆69Updated 9 years ago
- spiking-neural-networks☆36Updated last year
- Collection of experimental Python and accompanying Bash scripts for training and evaluation of BindsNET networks.☆66Updated 2 years ago
- Experiments with spiking neural networks (SNNs) in PyTorch. See https://github.com/BINDS-LAB-UMASS/bindsnet for the successor to this pro…☆90Updated 6 years ago
- Feedforward spiking neural network has been trained with SpikeProp algorithm☆22Updated 6 years ago
- Event-based deep belief network offline training algorithm☆22Updated 10 years ago
- Basic SNN propogating spikes between LIF neurons☆82Updated 6 years ago
- Spiking MLP built using BRIAN☆31Updated 7 years ago
- Spiking Neural Networks in C++ with strong GPU acceleration through CUDA☆121Updated 4 years ago
- Auryn: A fast simulator for spiking neural networks with synaptic plasticity☆98Updated 10 months ago
- spiking neural network implementing the SpikeProp algorithm for the improvement of beat detection in heart sound signals☆17Updated 10 years ago
- The Spiking Reservoir (Liquid State Machine - LSM) Simulator☆51Updated last year
- 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
- Brian 2 version of Paper "Unsupervised Learning of digit recognition using STDP"☆129Updated 3 years ago
- Matlab code for a Spiking Neural Network for Visual Motion Estimation☆24Updated 5 years ago
- Some of my initial studies using spiking neural networks and Python☆33Updated 2 years ago
- ☆67Updated 3 years ago
- Deep learning in a spiking neural network using segregated dendrites.☆86Updated 7 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
- One-Shot Object Appearance Learning using Spiking Neural Networks☆23Updated 5 years ago
- Python code for event based vision☆63Updated 4 years ago
- Convolutional 3D Spiking Neural Network to classify videos☆14Updated 7 years ago