hebbian-learning
There are 75 repositories under hebbian-learning topic.
enajx/HebbianMetaLearning
Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686
NACLab/ngc-learn
NGC-Learn: Neurobiological Learning and Biomimetic Systems Simulation in Python
takyamamoto/Hopfield-Network
Hopfield network implemented with Python
julestalloen/pytorch-hebbian
A lightweight and flexible framework for Hebbian learning in PyTorch.
mpatacchiola/pyERA
Python implementation of the Epigenetic Robotic Architecture (ERA). It includes standalone classes for Self-Organizing Maps (SOM) and Hebbian Networks.
Saran-nns/sorn
PyPi Package of Self-Organizing Recurrent Neural Networks (SORN) and Neuro-robotics using OpenAI Gym
ajayarunachalam/pynmsnn
NeuroMorphic Predictive Model with Spiking Neural Networks (SNN) using Pytorch
mizvol/WikiBrain
Studying collective memories of internet users using Wikipedia viewership statistics
LumenPallidium/backprop-alts
This repository has implementations of various alternatives to backpropagation for training neural networks.
nsidn98/Computational-Neuroscience
Code for the assignments for the Computational Neuroscience Course BT6270 in the Fall 2018 semester
IGITUGraz/H-Mem
Code for Limbacher, T. and Legenstein, R. (2020). H-Mem: Harnessing synaptic plasticity with Hebbian Memory Networks
duskybomb/hopfield-network
Implementation of Hopfield Neural Network in Python based on Hebbian Learning Algorithm
bicv/SparseHebbianLearning
unsupervised learning of natural images -- à la SparseNet.
FabioMurgese/computational-neuroscience
Computational Neuroscience projects.
ais-climber/a-la-mode
A neural network model builder, leveraging a neuro-symbolic interface.
arnaumarin/Hopfield-DNN-Artifact-BCI
NeurIPS AMHN 2023: Neural recordings artifacts preprocessing model and pipeline. Hopfield Deep Neural Networks for Artifact preprocessing in Brain State Decoding
hassanzadehmahdi/X-and-O-Character-Recognition-using-Neural-Networks
In this project, I used Hebbian, Perceptron, Adaline, MultiClassPerceptron and MultiClassAdaline neural networks to implement X and O character recognition.
IGITUGraz/MemoryDependentComputation
Code for Limbacher, T., Özdenizci, O., & Legenstein, R. (2022). Memory-enriched computation and learning in spiking neural networks through Hebbian plasticity. arXiv preprint arXiv:2205.11276.
IvanShpurov/The-Kuramoto-Model-of-Social-Interactions
This is a python implementation of Kuramoto model with adaptive rewiring. Adaptive rewiring is meant to simulate the ebb and flow of social interactions.
jrieke/evolution-learning
🐣 Code for my master thesis "Biologically Plausible Deep Learning through Neuroevolution"
SpikeyCNS/spikey
Malleable spiking neural network framework and training platform.
hassanzadehmahdi/AND-OR-Gates-using-Neural-Networks
In this project, I used Hebbian, Perceptron and Adaline neural networks to implement AND gate, and OR gate.
Nikronic/Artificial-Neural-Networks
Projects of the course Artificial Neural Networks by Dr. Mozayani - Fall 2019
suresh-pokharel/Neural_Networks
Assignments on Neural Networks
camilo-v/Neural-Networks
Assorted mix of code studying Neural Networks, Deep Learning, and training strategies.
mark-antal-csizmadia/hopfield-networks
Implementing Hopfield Networks from scratch, testing their content addressable memory, attractor, and energy landscape, investigating their resistance to noise, experimenting with their memory capacity, and putting strain on them with sparse patterns.
mc-cat-tty/HopfieldOCR
A Hopfield network to reconstruct patterns (numerical digits) and cope with noise.
monoelh/PCAnet-HebbianPCA-kPCA-PowerPCA
PCAnet and different PCA methods, implemented with numpy. Including powerPCA, HebbianPCA, kernelPCA and PCAnet
priyap97/number-recognition
Term project for CS525
armbruer/pattern-recognition-resonators
Demonstration of combining Resonate-and-Fire (RF) neurons and unsupervised hebbian learning to build a SNN capable of recognizing (complex) patterns in time data.
bmcmenamin/hebbnets
Playing with biologically plausible deep learning
ccrock4t/AnimatCreator
Create and Evolve AI animal robots
clps1291-bioplausnn/BioPlausibleLearning
Pytorch Implementation, Experiments and Exploration of Biologically Plausible Neural Networks as a final project of CLPS1291 @ Brown
KyivAIGroup/iterative-winners-take-all
Iterative winners-take-all algorithm
r1cc4r2o/D2BL
Dynamic Distribution-driven Backpropagation Learning
TomMakesThings/Hopfield-Network
Hopfield network for pattern recognition trained with either the Hebbian or Storkey learning rule