associative-memory

There are 0 repository under associative-memory 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.
em-routing capsule-network routing-algorithm capsules paper pytorch deep-learning associative-memory dense-associative-memory society-of-mind vector-routing
Language:Python 169
mcbal / deep-implicit-attention
Implementation of deep implicit attention in PyTorch
artificial-intelligence attention-mechanism transformers deep-learning implicit-layers mean-field-theory boltzmann-machines deep-equilibrium-models hopfield-networks neural-networks ising-spin-models statistical-physics associative-memory
Language:Python 65
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.
associative-data-model associative-memory associative-model associative-model-of-data automation-of-automation c-sharp database doublet doublets link links memory storage transformations triplet triplets
Language:C# 57
mcbal / spin-model-transformers
Physics-inspired transformer modules based on mean-field dynamics of vector-spin models in JAX
artificial-intelligence attention-mechanism deep-learning neural-networks statistical-physics associative-memory hopfield-networks mean-field-theory transformers ising-spin-models non-equilibrium-dynamics statistical-mechanics spin-glasses fixed-point-iteration vector-spin-models time-evolution partition-functions spin-models near-equilibrium-dynamics
Language:Python 38
TriadicMemory
PeterOvermann / TriadicMemory
Cognitive Computing with Associative Memory
neural-networks artificial-intelligence associative-memory cognitive-science sparse-distributed-memory hyperdimensional-computing vector-symbolic-architectures content-addressable-storage machine-learning self-supervised-learning algorithm artificial-general-intelligence sparse-representations machine-learning-algorithms
Language:Mathematica 34
Lemon-cmd / energy-transformer-graph
This repository contains the official code for Energy Transformer---an efficient Energy-based Transformer variant for graph classification
associative-memory deep-learning efficient-transformers energy-based-model energy-transformer graph-neural-networks hopfield jax neural-network transformer
Language:Python 23
hopfield-network
duskybomb / hopfield-network
Implementation of Hopfield Neural Network in Python based on Hebbian Learning Algorithm
associative-memory hopfield-network hopfield-neural-network hebbian-learning python implementation-of-research-paper
Language:Jupyter Notebook 13
MAGICS-LAB / UHop
[ICML 2024] Uniform Memory Retrieval with Larger Capacity for Modern Hopfield Models
associative-memory generalized-sparse-hopfield hopfield hopfield-model hopfield-network memory-capacity modern-hopfield-model modern-hopfield-networks network-capacity sparse-hopfield
Language:Python 8
C16Mftang / covariance-learning-PCNs
Recurrent predictive coding networks for associative memory employing covariance learning
associative-memory computational-neuroscience predictive-coding
Language:Jupyter Notebook 6
zhongyuchen / snn-iir
PyTorch implementation of IJCAI 2020 paper Exploiting Neuron and Synapse Filter Dynamics in Spatial Temporal Learning of Deep Spiking Neural Network
associative-memory iir snn spatial-temporal-backpropagation spiking-neural-networks times-series-classification vision-tasks
Language:Jupyter Notebook 5
gorodnichy / PINN
Open Source C++ Library for Pseudo-inverse Fully Connected Recurrent Neural Networks (from my PhD)
neural-networks associative-memory projection-learning pseudo-inverse-networks artificial-intelligence deep-learning-algorithms fully-connected-network recursive-neural-network incremental-learning
Language:C++ 4
matanabudy / mdl-hn
Minimum Description Length Hopfield Networks
associative-memory hopfield hopfield-network hopfield-networks hopfield-neural-network kolmogorov-complexity minimum-description-length
Language:Python 4
mevalle / Quaternion-valued-Recurrent-Projection-Neural-Networks
Source-codes and examples of quaternion-valued recurrent projection neural networks on unit quaternions
associative-memory quaternion hopfield-neural-network recurrent-neural-network
Language:Jupyter Notebook 3
PeterOvermann / Writings
Publications by Peter Overmann
agi artificial-general-intelligence artificial-intelligence associative-memory cognitive-science content-addressable-storage content-addressed neural-networks sdm sparse-distributed-memory hdc hyperdimensional-computing vector-symbolic-architectures vsa autoencoder cerebellum neocortex theoretical-neuroscience
2
rualark / Recall
Secure your data with personal memories, not passwords
associative-memory cryptography
Language:JavaScript 2
sanjayankur31 / Sinha2016
Simulation code for simulations run in my PhD
computational-neuroscience associative-memory nest-simulator cortical-network structural-plasticity peripheral-lesioning
Language:Python 2
alxndrdiaz / hclust_mix
hclust_mix is a Python script that allows the identification of attractor states from gene expression matrices using Hopfield neural networks.
hopfield-neural-network transcriptomics associative-memory
Language:Python 1
kunalgupta777 / Neural-Networks
This Repository contains scratch implementation of Soft Computing Lab practicals
neuralnets backpropagation softcomputing adaline associative-memory epoch jupyter-notebook matplotlib
Language:Jupyter Notebook 1
pretidav / hopfield
Hopfield model for T=0 and finite T.
associative-memory hopfield-network neural-network phase-transition statistical-physics
Language:Python 1
DCL-Waseda / HoloMoL
associative memory in mixed reality
associative-memory hololens spatial-memory unity
Language:C# 0
kamarya / sam
Sparse Associative Memory (SAM)
machine-learning associative-memory artificial-intelligence neural-network hopfield-network sparse
Language:C++ 0
ProfRon / masked-hamming-memory
Implement Bernd Klauer's MHD (Masked Hamming Distance) Associative Memory (more or less) in Rust -- building on Huonw's excellent "hamming" crate.
associative-memory hamming-distance masked-hamming-distance
Language:Rust 0
SergioMedinaNieto / Hopfield-Network
In this repository you'll find the scripts that I have created for my Bachelor Thesis .
associative-memory hopfield-network neural-networks
Language:Python 0
amwolff / libmaps
Associative maps built on top of the AVL tree for C programming language
c library maps associative-map associative-memory associative-storage
Language:C
demo-hopfield-network
qihongl / demo-hopfield-network
a demo of the hopfield network
hopfield-network associative-memory numpy
Language:Jupyter Notebook
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
associative-memory iir snn spatial-temporal-backpropagation spiking-neural-networks time-series-classification vision-tasks