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Topic: "associative-memory"

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.

Language: Python - Size: 17.4 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 153 - Forks: 17

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.

Language: C# - Size: 24.1 MB - Last synced at: 1 day ago - Pushed at: 4 months ago - Stars: 57 - Forks: 9

mcbal/deep-implicit-attention

Implementation of deep implicit attention in PyTorch

Language: Python - Size: 145 KB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 57 - Forks: 4

PeterOvermann/TriadicMemory

Cognitive Computing with Associative Memory

Language: Mathematica - Size: 13 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 21 - Forks: 13

mcbal/spin-model-transformers

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

Language: Python - Size: 387 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 18 - Forks: 0

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: 3 months ago - Pushed at: almost 6 years ago - Stars: 13 - Forks: 6

Lemon-cmd/energy-transformer-graph

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

Language: Python - Size: 19.1 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 12 - Forks: 0

C16Mftang/covariance-learning-PCNs

Recurrent predictive coding networks for associative memory employing covariance learning

Language: Jupyter Notebook - Size: 265 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 6 - Forks: 0

zhongyuchen/snn-iir

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

Language: Jupyter Notebook - Size: 32.7 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 0

gorodnichy/PINN

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

Language: C++ - Size: 4.17 MB - Last synced at: over 2 years ago - Pushed at: about 7 years ago - Stars: 3 - Forks: 0

rualark/Recall

Secure your data with personal memories, not passwords

Language: JavaScript - Size: 5.27 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 2 - Forks: 0

sanjayankur31/Sinha2016

Simulation code for simulations run in my PhD

Language: Python - Size: 1.22 MB - Last synced at: 1 day ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0

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

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

Language: Jupyter Notebook - Size: 494 KB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 1

MAGICS-LAB/UHop

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

Language: Python - Size: 36.1 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

matanabudy/mdl-hn

Minimum Description Length Hopfield Networks

Language: Python - Size: 31.3 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

amhn23/amhn23.github.io

Associative Memory & Hopfield Networks in 2023: We will discuss recent multidisciplinary developments in Hopfield Networks and outline future research directions in this emerging field.

Language: HTML - Size: 11.2 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

pretidav/hopfield

Hopfield model for T=0 and finite T.

Language: Python - Size: 226 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

kunalgupta777/Neural-Networks

This Repository contains scratch implementation of Soft Computing Lab practicals

Language: Jupyter Notebook - Size: 105 KB - Last synced at: 3 months ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 2

alirezaghl/Associative-Memory

implementation of associative memory architectures

Language: Python - Size: 4.88 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

SergioMedinaNieto/Hopfield-Network

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

Language: Python - Size: 38.1 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

kamarya/sam

Sparse Associative Memory (SAM)

Language: C++ - Size: 89.8 KB - Last synced at: 9 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 2

zhongyuchen/snn-iir-checkpoints

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

Size: 161 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

alxndrdiaz/hclust_mix

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

Language: Python - Size: 22.3 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 1

DCL-Waseda/HoloMoL

associative memory in mixed reality

Language: C# - Size: 421 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 1

qihongl/demo-hopfield-network

a demo of the hopfield network

Language: Jupyter Notebook - Size: 95.7 KB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0

amwolff/libmaps

Associative maps built on top of the AVL tree for C programming language

Language: C - Size: 5.86 KB - Last synced at: 3 months ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

Related Topics
hopfield-network 9 artificial-intelligence 5 neural-networks 5 hopfield-neural-network 4 deep-learning 4 attention-mechanism 3 hopfield-networks 3 neural-network 3 hopfield 3 statistical-physics 3 snn 2 iir 2 computational-neuroscience 2 vision-tasks 2 transformers 2 mean-field-theory 2 ising-spin-models 2 machine-learning 2 spatial-temporal-backpropagation 2 spiking-neural-networks 2 memory-capacity 1 hopfield-model 1 generalized-sparse-hopfield 1 sparse 1 modern-hopfield-model 1 modern-hopfield-networks 1 network-capacity 1 sparse-hopfield 1 associative-data-model 1 associative-model 1 python 1 transformer 1 jax 1 graph-neural-networks 1 energy-transformer 1 energy-based-model 1 minimum-description-length 1 kolmogorov-complexity 1 society-of-mind 1 routing-algorithm 1 pytorch 1 paper 1 em-routing 1 dense-associative-memory 1 implementation-of-research-paper 1 hebbian-learning 1 predictive-coding 1 structural-plasticity 1 peripheral-lesioning 1 nest-simulator 1 cortical-network 1 maps 1 library 1 c 1 associative-storage 1 associative-map 1 triplets 1 triplet 1 transformations 1 storage 1 memory 1 links 1 link 1 doublets 1 doublet 1 database 1 c-sharp 1 automation-of-automation 1 associative-model-of-data 1 spin-glasses 1 partition-functions 1 non-equilibrium-dynamics 1 near-equilibrium-dynamics 1 fixed-point-iteration 1 phase-transition 1 recurrent-neural-network 1 quaternion 1 recursive-neural-network 1 pseudo-inverse-networks 1 projection-learning 1 incremental-learning 1 fully-connected-network 1 deep-learning-algorithms 1 times-series-classification 1 time-series-classification 1 workshop 1 neurips-2023 1 cryptography 1 implicit-layers 1 deep-equilibrium-models 1 boltzmann-machines 1 unity 1 spatial-memory 1 hololens 1 capsules 1 capsule-network 1 transcriptomics 1 softcomputing 1 neuralnets 1 matplotlib 1