A model for hierarchical associative memories via dynamically coupled GBSB neural networks

RM Gomes, AP Braga, HE Borges - … 11-15, 2005. Proceedings, Part I 15, 2005 - Springer
Many approaches have emerged in the attempt to explain the memory process. One of
which is the Theory of Neuronal Group Selection (TNGS), proposed by Edelman [1]. In the …

Space-vector structure based synthesis for hierarchically coupled associative memories

AG Reis, JL Acebal, RM Gomes… - 2006 Ninth Brazilian …, 2006 - ieeexplore.ieee.org
The present work introduces a proposal for the training of hierarchically coupled associative
memories. The method is based on the eigenvalue and eigenvector structure of the space …

Information storage and retrieval analysis of hierarchically coupled associative memories

RM Gomes, AP Braga, HE Borges - Information Sciences, 2012 - Elsevier
This paper presents information storage and retrieval analysis as well as energy analysis of
a multi-level or hierarchically coupled associative memory based on coupled generalised …

Storage capacity of hierarchically coupled associative memories

RM Gomes, AP Braga… - 2006 Ninth Brazilian …, 2006 - ieeexplore.ieee.org
This paper, taking as inspiration the ideas proposal for the TNGS (Theory of Neuronal Group
Selection), presents a study of convergence capacity of two-level associative memories …

Endpoint-based discriminability of minimum energy inputs

D Menolascino, SN Ching - 2016 American Control Conference …, 2016 - ieeexplore.ieee.org
Complex neural networks, such as those found in the human brain, are able to very
accurately discriminate and classify external stimuli. Some of their topological and …

[PDF][PDF] Análise de convergência em memórias associativas hierarquicamente acopladas

RM Gomes, LSILSI CEFET-MG, AP Braga… - IX EMC-Encontro de …, 2006 - researchgate.net
O projeto de memórias associativas tem sido investigado nas últimas duas décadas, mas
elas tem sido estudadas, somente, como sistemas isolados enao tem sido projetadas como …

Event building at multi-kHz rates: lessons learned from the PHENIX event builder

DL Winter - 14th IEEE-NPSS Real Time Conference, 2005., 2005 - ieeexplore.ieee.org
The PHENIX experiment is one of four located at BNL's Relativistic Heavy Ion Collider
(RHIC). It is a high rate, large data volume detector, consisting of 14 detector subsystems …

[图书][B] Information-based Analysis and Control of Recurrent Linear Networks and Recurrent Networks with Sigmoidal Nonlinearities

D Menolascino - 2018 - search.proquest.com
Linear dynamical models have served as an analytically tractable approximation for a
variety of natural and engineered systems. Recently, such models have been used to …

Evolutionary and Hebbian analysis of hierarchically coupled associative memories

RM Gomes, HE Borges - INFOCOMP Journal of Computer Science, 2012 - 177.105.60.18
Abstract Inspired by The Theory of Neuronal Group Selection (TNGS) we have conducted a
comparative storage and retrieval analysis of a multi-level or hierarchically coupled …

[PDF][PDF] IXEncontro de Modelagem Computacional

AG Reis, JL Acebal, RM Gomes, HE Borges - researchgate.net
Este artigo apresenta uma nova proposta de treinamento para memórias associativas
hierárquicas acopladas inspirado no método de autovalores que trabalha com a mudança …