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17

167

mit

10

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.

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

Created 2019-10-14

224 commits to master branch, last one about a year ago

deep-implicit-attention mcbal

5

63

mit

3

Implementation of deep implicit attention in PyTorch

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

Created 2020-12-26

43 commits to main branch, last one 3 years ago

LinksPlatform Konard

9

57

lgpl-3.0

20

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.

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

Created 2012-02-14

1,369 commits to master branch, last one 11 months ago

spin-model-transformers mcbal

2

34

apache-2.0

3

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