Marcos Eduardo Valle

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Peter SussnerDept. of Applied Math., IMECC, University of CampinasVerified email at ime.unicamp.br
Fidelis Zanetti de CastroFederal Institute of Espírito SantoVerified email at ifes.edu.br
Alex Santana dos SantosProfessor de Matemática, Universidade Federal do Recôncavo da BahiaVerified email at ufrb.edu.br
Rodolfo Anibal LoboPhD. University of CampinasVerified email at ug.uchile.cl
Laécio Carvalho de BarrosProfessor Matemática Aplicada, Universidade Estadual de CampinasVerified email at ime.unicamp.br
Estevão EsmiVerified email at ime.unicamp.br
Angélica Lourenço OliveiraDoutora em Matemática Aplicada, UNICAMPVerified email at dac.unicamp.br
Mateus SangalliVerified email at minesparis.psl.eu
Wington de Lima VitalPesquisador de Doutorado em Matemática AplicadaVerified email at dac.unicamp.br
Samuel FranciscoProfessor of Mathematics, Federal Institute of Education, Science and Technology of São PauloVerified email at ifsp.edu.br
Fernando GomideProfessor of Electrical and Computer Engineering, University of CampinasVerified email at unicamp.br
Dionisio BorsatoProfessor de Química, Universidade Estadual de LondrinaVerified email at uel.br
Santiago Velasco-ForeroMINES ParisTechVerified email at cmm.ensmp.fr
Jonathan M. PalmaUniversidad de TalcaVerified email at ucm.cl
Leonardo de Paula CarvalhoVerified email at yale.edu
Cecília de Freitas MoraisPontifícia Universidade Católica de CampinasVerified email at puc-campinas.edu.br
Fernando Ribeiro de SennaMaster's Student, Production Engineering Department, Federal University of São Carlos (UFSCar)Verified email at estudante.ufscar.br
ARLYSON ALVES DO NASCIMENTOProfessor de Matématica, Instituto Federal de AlagoasVerified email at ifal.edu.br
Emely Pujolli da SilvaPesquisadora, Universidade Estadual de CampinasVerified email at unicamp.br
Rama Murthy GarimellaProfessor, Computer Science & Engineering, Mahindra University , Hyderabad, IndiaVerified email at mechyd.ac.in

Marcos Eduardo Valle

Associate Professor of Applied Mathematics, University of Campinas

Verified email at ime.unicamp.br - Homepage

Hypercomplex-valued neural networks mathematical morphology complete lattices associative memories fuzzy systems.


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Gray-scale morphological associative memories P Sussner, ME Valle IEEE Transactions on Neural Networks 17 (3), 559-570, 2006	168	2006
Implicative fuzzy associative memories P Sussner, ME Valle IEEE Transactions on Fuzzy Systems 14 (6), 793-807, 2006	149	2006
A general framework for fuzzy morphological associative memories ME Valle, P Sussner Fuzzy sets and systems 159 (7), 747-768, 2008	112	2008
Classification of fuzzy mathematical morphologies based on concepts of inclusion measure and duality P Sussner, ME Valle Journal of Mathematical Imaging and Vision 32, 139-159, 2008	100	2008
Morphological and certain fuzzy morphological associative memories for classification and prediction P Sussner, ME Valle Computational intelligence based on lattice theory, 149-171, 2007	60	2007
Storage and recall capabilities of fuzzy morphological associative memories with adjunction-based learning ME Valle, P Sussner Neural Networks 24 (1), 75-90, 2011	58	2011
Fuzzy associative memories and their relationship to mathematical morphology P Sussner, ME Valle Handbook of Granular Computing 33, 2008	58	2008
Complex-valued recurrent correlation neural networks ME Valle IEEE Transactions on Neural Networks and Learning Systems 25 (9), 1600-1612, 2014	57	2014
On the dynamics of Hopfield neural networks on unit quaternions ME Valle, FZ de Castro IEEE Transactions on Neural Networks and Learning Systems 29 (6), 2464-2471, 2017	55	2017
A broad class of discrete-time hypercomplex-valued Hopfield neural networks FZ de Castro, ME Valle Neural Networks 122, 54-67, 2020	40	2020
A novel continuous-valued quaternionic Hopfield neural network ME Valle 2014 Brazilian conference on intelligent systems, 97-102, 2014	38	2014
A class of sparsely connected autoassociative morphological memories for large color images ME Valle IEEE Transactions on Neural Networks 20 (6), 1045-1050, 2009	38	2009
An Introduction to Parameterized IFAM Models with Applications in Prediction. P Sussner, R Miyasaki, ME Valle IFSA/EUSFLAT Conf., 1757-1762, 2009	29	2009
Recall of patterns using morphological and certain fuzzy morphological associative memories with applications in classification and prediction P Sussner, ME Valle 2006 IEEE International Conference on Fuzzy Systems, 209-216, 2006	29	2006
Continuous-valued quaternionic Hopfield neural network for image retrieval: A color space study FZ de Castro, ME Valle 2017 Brazilian Conference on Intelligent Systems (BRACIS), 186-191, 2017	28	2017
Fuzzy associative memories based on subsethood and similarity measures with applications to speaker identification E Esmi, P Sussner, ME Valle, F Sakuray, L Barros Hybrid Artificial Intelligent Systems: 7th International Conference, HAIS …, 2012	26	2012
Extreme Learning Machines on Cayley-Dickson Algebra Applied for Color Image Auto-Encoding G Vieira, ME Valle 2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020	24	2020
Quantale-based autoassociative memories with an application to the storage of color images ME Valle, P Sussner Pattern Recognition Letters 34 (14), 1589-1601, 2013	24	2013
Introduction to implicative fuzzy associative memories ME Valle, P Sussner, F Gomide 2004 IEEE International Joint Conference on Neural Networks (IEEE Cat. No …, 2004	23	2004
Hypercomplex-valued recurrent correlation neural networks ME Valle, RA Lobo Neurocomputing 432, 111-123, 2021	19	2021

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