Associative Memories in the Feature Space

T Salvatori, B Millidge, Y Song, R Bogcaz… - ECAI 2023, 2023 - ebooks.iospress.nl
An autoassociative memory model is a function that, given a set of data points, takes as input
an arbitrary vector and outputs the most similar data point from the memorized set. However …

Imagery in the entropic associative memory

LA Pineda, R Morales - Scientific Reports, 2023 - nature.com
Abstract The Entropic Associative Memory is a novel declarative and distributed
computational model of associative memory. The model is general, conceptually simple, and …

Determination of Characteristics of Associative Storage Devices in Radio Telemetry Systems with Data Compression

BB Yesmagambetov, A Mussabekov, N Alymov… - Computation, 2023 - mdpi.com
In the radio telemetry systems of spacecraft, various data compression methods are used for
data processing. When using any compression methods, the data obtained as a result of …

Analysis of FAM in satisfaction of inpatient services

MS Ramadhan, N Jalinus, R Refdinal… - TELKOMNIKA …, 2021 - telkomnika.uad.ac.id
Patients are the main object who must get the best service at a hospital, because the quality
of hospital services determines the recovery of a patient and the quality of the hospital. The …

Entropic associative memory for manuscript symbols

R Morales, N Hernández, R Cruz, VD Cruz, LA Pineda - Plos one, 2022 - journals.plos.org
Manuscript symbols can be stored, recognized and retrieved from an entropic digital
memory that is associative and distributed but yet declarative; memory retrieval is a …

Entropic associative memory for real world images

N Hernández, R Morales, LA Pineda - arXiv preprint arXiv:2405.12500, 2024 - arxiv.org
The entropic associative memory (EAM) is a computational model of natural memory
incorporating some of its putative properties of being associative, distributed, declarative …

Entropic Hetero-Associative Memory

R Morales, LA Pineda - arXiv preprint arXiv:2411.02438, 2024 - arxiv.org
The Entropic Associative Memory holds objects in a 2D relation or``memory plane''using a
finite table as the medium. Memory objects are stored by reinforcing simultaneously the cells …

Weighted entropic associative memory and phonetic learning

LA Pineda, R Morales - Scientific Reports, 2022 - nature.com
Abstract The Entropic Associative Memory (EAM) holds declarative but distributed
representations of remembered objects. These are characterized as functions from features …

The mode of computing

LA Pineda - Cognitive Systems Research, 2024 - Elsevier
Abstract The Turing Machine is the paradigmatic case of computing machines, but there are
others such as analogical, connectionist, quantum and diverse forms of unconventional …

Learning and memorization via predictive coding

T Salvatori - 2022 - ora.ox.ac.uk
Neural networks trained with backpropagation achieved impressive results in the last
decade. However, training such models requires sequential backward updates and non …