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associative-memory

Here are 26 public repositories matching this topic...

glassroom / heinsen_routing

Reference implementation of "An Algorithm for Routing Vectors in Sequences" (Heinsen, 2022) and "An Algorithm for Routing Capsules in All Domains" (Heinsen, 2019), for composing deep neural networks.

deep-learning paper pytorch routing-algorithm associative-memory capsule-network capsules em-routing vector-routing dense-associative-memory society-of-mind

Updated Apr 13, 2023
Python

mcbal / deep-implicit-attention

Implementation of deep implicit attention in PyTorch

deep-learning transformers artificial-intelligence neural-networks boltzmann-machines attention-mechanism associative-memory statistical-physics ising-spin-models mean-field-theory hopfield-networks implicit-layers deep-equilibrium-models

Updated Aug 2, 2021
Python

LinksPlatform

Konard / LinksPlatform

Holistic system for storage and transformation of information based on associative model of data. Целостная система для хранения и обработки информации, основанная на ассоциативной модели данных.

c-sharp links database storage memory transformations link associative-memory triplets triplet doublet associative-data-model doublets associative-model automation-of-automation associative-model-of-data

Updated Jan 25, 2024
C#

mcbal / spin-model-transformers

Physics-inspired transformer modules based on mean-field dynamics of vector-spin models in JAX

deep-learning transformers artificial-intelligence statistical-mechanics neural-networks attention-mechanism associative-memory statistical-physics ising-spin-models mean-field-theory partition-functions fixed-point-iteration time-evolution hopfield-networks spin-models non-equilibrium-dynamics vector-spin-models spin-glasses near-equilibrium-dynamics

Updated Dec 10, 2023
Python

TriadicMemory

PeterOvermann / TriadicMemory

Cognitive Computing with Associative Memory

machine-learning algorithm machine-learning-algorithms artificial-intelligence neural-networks artificial-general-intelligence cognitive-science associative-memory content-addressable-storage sparse-distributed-memory sparse-representations self-supervised-learning vector-symbolic-architectures hyperdimensional-computing

Updated Feb 11, 2024
Mathematica

Lemon-cmd / energy-transformer-graph

This repository contains the official code for Energy Transformer---an efficient Energy-based Transformer variant for graph classification

deep-learning neural-network transformer associative-memory hopfield energy-based-model jax graph-neural-networks efficient-transformers energy-transformer

Updated Jan 28, 2024
Python

hopfield-network

duskybomb / hopfield-network

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

python hopfield-network hebbian-learning associative-memory implementation-of-research-paper hopfield-neural-network

Updated Aug 10, 2019
Jupyter Notebook

MAGICS-LAB / UHop

[ICML 2024] Uniform Memory Retrieval with Larger Capacity for Modern Hopfield Models

hopfield-network associative-memory hopfield memory-capacity network-capacity modern-hopfield-networks modern-hopfield-model sparse-hopfield hopfield-model generalized-sparse-hopfield

Updated Jun 3, 2024
Python

C16Mftang / covariance-learning-PCNs

Recurrent predictive coding networks for associative memory employing covariance learning

computational-neuroscience associative-memory predictive-coding

Updated Sep 13, 2023
Jupyter Notebook

zhongyuchen / snn-iir

PyTorch implementation of IJCAI 2020 paper Exploiting Neuron and Synapse Filter Dynamics in Spatial Temporal Learning of Deep Spiking Neural Network

spiking-neural-networks iir associative-memory snn vision-tasks spatial-temporal-backpropagation times-series-classification

Updated Sep 24, 2022
Jupyter Notebook

matanabudy / mdl-hn

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

gorodnichy / PINN

Open Source C++ Library for Pseudo-inverse Fully Connected Recurrent Neural Networks (from my PhD)

artificial-intelligence neural-networks deep-learning-algorithms projection-learning associative-memory incremental-learning fully-connected-network recursive-neural-network pseudo-inverse-networks

Updated May 28, 2018
C++

mevalle / Quaternion-valued-Recurrent-Projection-Neural-Networks

Source-codes and examples of quaternion-valued recurrent projection neural networks on unit quaternions

quaternion associative-memory recurrent-neural-network hopfield-neural-network

Updated Jul 8, 2020
Jupyter Notebook

sanjayankur31 / Sinha2016

Simulation code for simulations run in my PhD

computational-neuroscience associative-memory nest-simulator cortical-network structural-plasticity peripheral-lesioning

Updated Mar 1, 2021
Python

rualark / Recall

Secure your data with personal memories, not passwords

cryptography associative-memory

Updated Oct 3, 2024
JavaScript

PeterOvermann / Writings

Publications by Peter Overmann

agi artificial-intelligence neural-networks autoencoder artificial-general-intelligence cognitive-science content-addressed sdm associative-memory hdc content-addressable-storage neocortex sparse-distributed-memory cerebellum vsa theoretical-neuroscience vector-symbolic-architectures hyperdimensional-computing

Updated Apr 20, 2022

kunalgupta777 / Neural-Networks

This Repository contains scratch implementation of Soft Computing Lab practicals

jupyter-notebook matplotlib backpropagation associative-memory epoch softcomputing adaline neuralnets

Updated Nov 13, 2018
Jupyter Notebook

pretidav / hopfield

Hopfield model for T=0 and finite T.

neural-network hopfield-network associative-memory statistical-physics phase-transition

Updated Oct 18, 2022
Python

alxndrdiaz / hclust_mix

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

SergioMedinaNieto / Hopfield-Network

In this repository you'll find the scripts that I have created for my Bachelor Thesis .

neural-networks hopfield-network associative-memory

Updated Jun 2, 2024
Python

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