hebbian-learning | Topic | Ecosyste.ms: Repos

Topic: "hebbian-learning"

NACLab/ngc-learn

NGC-Learn: Neurobiological Systems Design and Simulation in Python

Language: Python - Size: 79.1 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 144 - Forks: 30

enajx/HebbianMetaLearning

Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686

Language: Python - Size: 71.5 MB - Last synced at: 15 days ago - Pushed at: over 3 years ago - Stars: 137 - Forks: 24

mpatacchiola/pyERA

Python implementation of the Epigenetic Robotic Architecture (ERA). It includes standalone classes for Self-Organizing Maps (SOM) and Hebbian Networks.

Language: Python - Size: 118 MB - Last synced at: 17 days ago - Pushed at: about 6 years ago - Stars: 72 - Forks: 19

Joxis/pytorch-hebbian

A lightweight and flexible framework for Hebbian learning in PyTorch.

Language: Python - Size: 231 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 60 - Forks: 16

takyamamoto/Hopfield-Network

Hopfield network implemented with Python

Language: Python - Size: 336 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 54 - Forks: 33

Saran-nns/sorn

PyPi Package of Self-Organizing Recurrent Neural Networks (SORN) and Neuro-robotics using OpenAI Gym

Language: Python - Size: 33.2 MB - Last synced at: 6 days ago - Pushed at: 8 months ago - Stars: 37 - Forks: 2

ajayarunachalam/pynmsnn

NeuroMorphic Predictive Model with Spiking Neural Networks (SNN) using Pytorch

Language: Jupyter Notebook - Size: 1.65 MB - Last synced at: 18 days ago - Pushed at: over 2 years ago - Stars: 29 - Forks: 7

mizvol/WikiBrain

Studying collective memories of internet users using Wikipedia viewership statistics

Language: Jupyter Notebook - Size: 206 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 21 - Forks: 5

LumenPallidium/backprop-alts

This repository has implementations of various alternatives to backpropagation for training neural networks.

Language: Python - Size: 1.19 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 19 - Forks: 5

IGITUGraz/H-Mem

Code for Limbacher, T. and Legenstein, R. (2020). H-Mem: Harnessing synaptic plasticity with Hebbian Memory Networks

Language: Python - Size: 45.9 KB - Last synced at: 21 days ago - Pushed at: almost 3 years ago - Stars: 13 - Forks: 4

duskybomb/hopfield-network

Implementation of Hopfield Neural Network in Python based on Hebbian Learning Algorithm

Language: Jupyter Notebook - Size: 1.25 MB - Last synced at: 22 days ago - Pushed at: over 5 years ago - Stars: 13 - Forks: 6

ViciousSquid/Dosidicus

Tamagotchi-style digital pet with a neural network and Hebbian learning

Language: Python - Size: 2.82 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 8 - Forks: 1

bicv/SparseHebbianLearning

unsupervised learning of natural images -- à la SparseNet.

Language: Jupyter Notebook - Size: 1.14 GB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 7 - Forks: 2

ais-climber/a-la-mode

A neural network model builder, leveraging a neuro-symbolic interface.

Language: Python - Size: 567 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 7 - Forks: 0

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.

Language: Python - Size: 3.63 MB - Last synced at: 14 days ago - Pushed at: about 2 years ago - Stars: 7 - Forks: 3

FabioMurgese/computational-neuroscience

Computational Neuroscience projects.

Language: MATLAB - Size: 11 MB - Last synced at: 10 months ago - Pushed at: over 3 years ago - Stars: 7 - Forks: 3

nsidn98/Computational-Neuroscience

Code for the assignments for the Computational Neuroscience Course BT6270 in the Fall 2018 semester

Language: Jupyter Notebook - Size: 44.9 MB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 7 - Forks: 11

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

Language: Python - Size: 12.8 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 6 - Forks: 1

jrieke/evolution-learning

🐣 Code for my master thesis "Biologically Plausible Deep Learning through Neuroevolution"

Language: Jupyter Notebook - Size: 8.06 MB - Last synced at: 2 days ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 0

SpikeyCNS/spikey

Malleable spiking neural network framework and training platform.

Language: Python - Size: 1.25 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 5 - Forks: 0

Nikronic/Artificial-Neural-Networks

Projects of the course Artificial Neural Networks by Dr. Mozayani - Fall 2019

Language: Jupyter Notebook - Size: 3.29 MB - Last synced at: about 1 year ago - Pushed at: about 5 years ago - Stars: 5 - Forks: 0

suresh-pokharel/Neural_Networks

Assignments on Neural Networks

Language: Python - Size: 32.2 KB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 5 - Forks: 1

mc-cat-tty/HopfieldOCR

A Hopfield network to reconstruct patterns (numerical digits) and cope with noise.

Language: Python - Size: 2.48 MB - Last synced at: 25 days ago - Pushed at: almost 2 years ago - Stars: 4 - Forks: 0

camilo-v/Neural-Networks

Assorted mix of code studying Neural Networks, Deep Learning, and training strategies.

Language: Python - Size: 103 KB - Last synced at: about 2 years ago - Pushed at: almost 8 years ago - Stars: 4 - Forks: 1

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.

Language: Python - Size: 437 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 1

priyap97/number-recognition

Term project for CS525

Language: Python - Size: 25.9 MB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 3 - Forks: 1

ccrock4t/AnimatCreator

Create and Evolve AI animal robots

Language: C# - Size: 4.73 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0

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.

Language: Jupyter Notebook - Size: 73.9 MB - Last synced at: 9 months ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

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.

Language: Python - Size: 12.7 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 2

KyivAIGroup/iterative-winners-take-all

Iterative winners-take-all algorithm

Language: Python - Size: 3.39 MB - Last synced at: 6 months ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 0

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.

Language: Jupyter Notebook - Size: 988 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

jayshah19949596/Neural-Network-Demo

This repository contains basic neural network design concepts like hebbian learning, perceptron rule, filtered learning

Language: Python - Size: 10.6 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 2 - Forks: 2

maael/HedonisticHebbianNeuralNetwork

A Hedonistic Hebbian Neural Network in python.

Language: Python - Size: 17.6 KB - Last synced at: 9 days ago - Pushed at: over 8 years ago - Stars: 2 - Forks: 3

OREL-group/DevelopmentalBVs

Developmental Braitenberg Vehicles. Software and associated materials for enhanced BVs with developmentally inspired nervous systems.

Language: HTML - Size: 12.1 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

hanbuck30/RL_MUJOCO

RL-MUJOCO uses optimization-based algorithms such as SAC, DDPG, and PPO, as well as bio-plausible algorithms such as Hebbian PPO and Kolen-Pollack PPO to simulate multiple environments within the gym.

Language: Python - Size: 73.2 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 1

TomMakesThings/Hopfield-Network

Hopfield network for pattern recognition trained with either the Hebbian or Storkey learning rule

Language: Jupyter Notebook - Size: 251 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

Jim137/binocular_balance

Neuronal Networks Simulation

Language: Python - Size: 3.7 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

clps1291-bioplausnn/BioPlausibleLearning

Pytorch Implementation, Experiments and Exploration of Biologically Plausible Neural Networks as a final project of CLPS1291 @ Brown

Language: Jupyter Notebook - Size: 15 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

DenseLance/hopfield-networks

Quick guide to Hopfield Networks for image restoration and NP-hard problems.

Language: Jupyter Notebook - Size: 884 KB - Last synced at: 25 days ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

mneveroff/Hebbian-and-SVM-Compared

This repository encloses the programmatic part of the research into equivalence of Hebbian learning and the SVN formalism, exploring hypothesis brought forward in [On the equivalence of Hebbian learning and the SVM formalism [Nowotny, T and Huerta, R]

Language: MATLAB - Size: 117 MB - Last synced at: 3 days ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0