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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.
Created
2019-10-14
224 commits to master branch, last one about a year ago
Implementation of deep implicit attention in PyTorch
Created
2020-12-26
43 commits to main branch, last one 3 years ago
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.
Created
2012-02-14
1,369 commits to master branch, last one 10 months ago
Physics-inspired transformer modules based on mean-field dynamics of vector-spin models in JAX
spin-models
spin-glasses
transformers
deep-learning
time-evolution
neural-networks
hopfield-networks
ising-spin-models
mean-field-theory
associative-memory
vector-spin-models
attention-mechanism
partition-functions
statistical-physics
fixed-point-iteration
statistical-mechanics
artificial-intelligence
non-equilibrium-dynamics
near-equilibrium-dynamics
Created
2022-05-20
69 commits to main branch, last one 11 months ago
Cognitive Computing with Associative Memory
algorithm
neural-networks
machine-learning
cognitive-science
associative-memory
sparse-representations
artificial-intelligence
self-supervised-learning
sparse-distributed-memory
hyperdimensional-computing
content-addressable-storage
machine-learning-algorithms
vector-symbolic-architectures
artificial-general-intelligence
Created
2022-04-06
308 commits to main branch, last one 9 months ago