An entropic associative memory

LA Pineda, G Fuentes, R Morales - Scientific reports, 2021 - nature.com
… an associative memory mechanism constituted by a number of associative memory registers
… of a cue; the objects rendered by memory recall are novel constructions always; cues are …

Imagery in the entropic associative memory

LA Pineda, R Morales - Scientific Reports, 2023 - nature.com
… the properties of associative memories and place the model in relation to the literature of
the field; in the third we present the formal specification of the memory operations and in the …

Weighted entropic associative memory and phonetic learning

LA Pineda, R Morales - Scientific Reports, 2022 - nature.com
… The Entropic Associative Memory (EAM) holds declarative but distributed representations
of … Memory objects are registered or remembered through a declarative operation; memory

Entropic associative memory for real world images

N Hernández, R Morales, LA Pineda - arXiv preprint arXiv:2405.12500, 2024 - arxiv.org
… and dynamic systems, and many other models of associative memories follow that path [2–6]…
and constructive aspects of natural memory. The entropic associative memory (EAM) model …

Entropic Hetero-Associative Memory

R Morales, LA Pineda - arXiv preprint arXiv:2411.02438, 2024 - arxiv.org
… The Entropic Associative Memory (EAM) is a novel memory system in which recollections …
in a table, or memory plane. The basic model defines three memory operations in relation to a …

Entropic associative memory for manuscript symbols

R Morales, N Hernández, R Cruz, VD Cruz, LA Pineda - Plos one, 2022 - journals.plos.org
… quality of the objects recovered through the memory retrieval operation. The present …
associative memory. We discuss the operational characteristics of the entropic associative memory

Weighted Entropic Associative Memory: A case study on Phonetic Representation and Learning

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

Fuzzy associative memory systems

B Kosko - Fuzzy expert systems, 1992 - books.google.com
… approach entropic degeneracy! For the metric associative memories discussed later that
store patterns at I" vertices, M not U corresponds to the most ambiguous memory cue. Another …

Controlling entropic uncertainty bound through memory effects

G Karpat, J Piilo, S Maniscalco - Europhysics Letters, 2015 - iopscience.iop.org
memory effects and the rate of change of conditional entropy controlling the lower bound
of the entropic … effects directly control the lower bound of uncertainty associated with the …

Hopfield-Fenchel-Young Networks: A Unified Framework for Associative Memory Retrieval

S Santos, V Niculae, D McNamee… - arXiv preprint arXiv …, 2024 - arxiv.org
… The top rows show classic Hopfield networks and dense associative memories (we show
continuous variants; binary variants are a limit case when β−1 → 0+ in Ψ(q)). In DAMs, we set r…