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 …
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 …
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 …
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 …
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 …
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 …
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 …
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 …
Neural networks trained with backpropagation achieved impressive results in the last decade. However, training such models requires sequential backward updates and non …