hopfield-neural-network

Here are 24 public repositories matching this topic...

jgvfwstone / ArtificialIntelligenceEngines

Computer code collated for use with Artificial Intelligence Engines book by JV Stone

learning machine-learning reinforcement-learning deep-learning artificial-intelligence gan neural-networks deeplearning perceptron backpropagation variational-autoencoders boltzmann-machine perceptron-neural-networks hopfield-neural-network

Updated Nov 28, 2024
Python

MAGICS-LAB / OutEffHop

Star

[ICML 2024] Outlier-Efficient Hopfield Layers for Large Transformer-Based Models

transformer outliers attention attention-mechanism outlier-removal outlier hopfield-neural-network ptq outlier-treatment modern-hopfield-networks modern-hopfield-model icml-2024 softmax-1 quantized-friendly no-op-outlier

Updated May 4, 2025
Python

arnaumarin / Hopfield-DNN-Artifact-BCI

Star

NeurIPS AMHN 2023: Neural recordings artifacts preprocessing model and pipeline. Hopfield Deep Neural Networks for Artifact preprocessing in Brain State Decoding

deep-neural-networks computational-neuroscience hopfield-network hebbian-learning brain-computer-interface hebbian-learning-rule hopfield-neural-network hebbian hebbian-plasticity

Updated Nov 19, 2024
Python

crypto-code / Hopfield-Network

Star

Create a Hopfield Network for Image Reconstruction

neural-network image-reconstruction hopfield-network image-restoration hopfield-neural-network hopfield-networks

Updated May 9, 2020
Python

MAGICS-LAB / GERM

Star

[ICML 2025] Fast and Low-Cost Genomic Foundation Models via Outlier Removal.

Updated Jun 19, 2025
Python

melodiCyb / neural-networks

Star

Hopfield NN, Perceptron, MLP, Complex-valued MLP, SGD RMSProp, DRAW

rmsprop complex-valued-data recursive-least-squares hopfield-neural-network deep-recurrent-network

Updated Jun 25, 2020
Python

NaRDo627 / HopfieldNetworkTkinter

Star

홉필드 네트워크 파이썬 Tkinter 구현 예제

python deep-neural-networks ai deep-learning python3 artificial-intelligence neural-networks tkinter artificial-neural-networks hopfield-network maching-learning hopfield tkinter-gui hopfield-neural-network

Updated Apr 16, 2019
Python

matanabudy / mdl-hn

Star

Minimum Description Length Hopfield Networks

hopfield-network associative-memory kolmogorov-complexity hopfield minimum-description-length hopfield-neural-network hopfield-networks

Updated Nov 16, 2023
Python

mc-cat-tty / HopfieldOCR

Sponsor

Star

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

neural-network neural-networks hopfield-network hebbian-learning algorithm-visualisation hebbian-learning-rule hopfield-neural-network hopfield-networks manim-python manim-animations

Updated Jul 25, 2023
Python

MUPING326 / Hopfield-network

Star

GUI for discrete hopfield network implementation

discrete hopfield-neural-network

Updated Mar 6, 2023
Python

FabrizioMusacchio / hopfield_network

Star

In this tutorial, we explore the mathematical underpinnings of Hebbian learning within Hopfield networks, emphasizing its role in pattern recognition.

tutorial python-tutorial hopfield-network hebbian-learning hebbian-learning-rule hopfield-neural-network

Updated Mar 3, 2024
Python

michihosokawa / NN_Hopfield

Star

ホップフィールドネットワークで解くN-Queen

python neural-network n-queens-problem hopfield-neural-network

Updated Feb 15, 2022
Python

alxndrdiaz / hclust_mix

Star

hclust_mix is a Python script that allows the identification of attractor states from gene expression matrices using Hopfield neural networks.

transcriptomics associative-memory hopfield-neural-network

Updated Oct 3, 2020
Python

pkonowrocki / hopfield-network

Star

Hopfield network with implemented hebbian ad oja learning rules.

hopfield-network hebbian-learning oja hebbian-learning-rule hopfield-neural-network oja-learning-rule hebb oja-learning

Updated Nov 19, 2019
Python

hmcalister / Hopfield-Network-Sequential-Learning

Star

An implementation of the Hopfield network in Python. Includes a lot of additional classes, functions, and structures to test Sequential Learning, Energy, and other properties of the Hopfield Network.

artificial-intelligence hopfield-network sequential-learning catastrophic-forgetting hopfield-neural-network