Marcos Eduardo Valle

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 48

Top Topics

Associative Memory

Morphological Operators

Extreme Learning Machines

Mathematical Morphology

Top Venues

Publications

Marcos Eduardo Valle, Wington L. Vital, Guilherme Vieira
Universal Approximation Theorem for Vector- and Hypercomplex-Valued Neural Networks. CoRR (2024)
Iara Cunha, Marcos Eduardo Valle
Training Single-Layer Morphological Perceptron Using Convex-Concave Programming. CoRR (2024)
Guilherme Vieira, Eleonora Grassucci, Marcos Eduardo Valle, Danilo Comminiello
Dual Quaternion Rotational and Translational Equivariance in 3D Rigid Motion Modelling. CoRR (2023)
Samuel Francisco, Marcos Eduardo Valle
Shortest Length Total Orders Do Not Minimize Irregularity in Vector-Valued Mathematical Morphology. CoRR (2023)
Marcos Eduardo Valle
Understanding Vector-Valued Neural Networks and Their Relationship with Real and Hypercomplex-Valued Neural Networks. CoRR (2023)
Iara Cunha, Marcos Eduardo Valle
Training Single-Layer Morphological Perceptron Using Convex-Concave Programming. LA-CCI (2023)
Guilherme Vieira, Eleonora Grassucci, Marcos Eduardo Valle, Danilo Comminiello
Dual Quaternion Rotational and Translational Equivariance in 3D Rigid Motion Modelling. MLSP (2023)
Rama Murthy Garimella, Marcos Eduardo Valle, Guilherme Vieira, Anil Rayala, Sai Dileep Munugoti
Vector-Valued Hopfield Neural Networks and Distributed Synapse Based Convolutional and Linear Time-Variant Associative Memories. Neural Process. Lett. 55 (4) (2023)
Angelica Lourenço Oliveira, Marcos Eduardo Valle
Least-Squares Linear Dilation-Erosion Regressor Trained Using a Convex-Concave Procedure. BRACIS (2) (2022)
Marcos Eduardo Valle, Samuel Francisco, Marco Aurélio Granero, Santiago Velasco-Forero
Irregularity Index for Vector-Valued Morphological Operators. J. Math. Imaging Vis. 64 (7) (2022)
Wington L. Vital, Guilherme Vieira, Marcos Eduardo Valle
Extending the Universal Approximation Theorem for a Broad Class of Hypercomplex-Valued Neural Networks. BRACIS (2) (2022)
Guilherme Vieira, Marcos Eduardo Valle
Acute Lymphoblastic Leukemia Detection Using Hypercomplex-Valued Convolutional Neural Networks. CoRR (2022)
Guilherme Vieira, Marcos Eduardo Valle
Acute Lymphoblastic Leukemia Detection Using Hypercomplex-Valued Convolutional Neural Networks. IJCNN (2022)
Wington L. Vital, Guilherme Vieira, Marcos Eduardo Valle
Extending the Universal Approximation Theorem for a Broad Class of Hypercomplex-Valued Neural Networks. CoRR (2022)
Marcos Eduardo Valle, Fidelis Zanetti de Castro
On the Dynamics of Hopfield Neural Networks on Unit Quaternions. CoRR (2021)
Marcos Eduardo Valle, Rodolfo Anibal Lobo
Hypercomplex-valued recurrent correlation neural networks. Neurocomputing 432 (2021)
Marcos Eduardo Valle, Samuel Francisco, Marco Aurélio Granero, Santiago Velasco-Forero
Measuring the Irregularity of Vector-Valued Morphological Operators Using Wasserstein Metric. DGMM (2021)
Marco Aurélio Granero, Cristhian Xavier Hernández, Marcos Eduardo Valle
Quaternion-Valued Convolutional Neural Network Applied for Acute Lymphoblastic Leukemia Diagnosis. BRACIS (2) (2021)
Marco Aurélio Granero, Cristhian Xavier Hernández, Marcos Eduardo Valle
Quaternion-Valued Convolutional Neural Network Applied for Acute Lymphoblastic Leukemia Diagnosis. CoRR (2021)
Guilherme Vieira, Marcos Eduardo Valle
A General Framework for Hypercomplex-valued Extreme Learning Machines. CoRR (2021)
Angelica Lourenço Oliveira, Marcos Eduardo Valle
Least-Squares Linear Dilation-Erosion Regressor Trained using Stochastic Descent Gradient or the Difference of Convex Methods. CoRR (2021)
Marcos Eduardo Valle, Rodolfo Anibal Lobo
Hypercomplex-Valued Recurrent Correlation Neural Networks. CoRR (2020)
I. D. B. Silva, Marcos Eduardo Valle, Laécio C. Barros, João Frederico C. A. Meyer
A wildfire warning system applied to the state of Acre in the Brazilian Amazon. Appl. Soft Comput. 89 (2020)
Angelica Lourenço Oliveira, Marcos Eduardo Valle
Linear Dilation-Erosion Perceptron Trained Using a Convex-Concave Procedure. CoRR (2020)
Rodolfo Anibal Lobo, Marcos Eduardo Valle
Ensemble of Binary Classifiers Combined Using Recurrent Correlation Associative Memories. CoRR (2020)
Marcos Eduardo Valle, Rodolfo Anibal Lobo
Quaternion-valued recurrent projection neural networks on unit quaternions. Theor. Comput. Sci. 843 (2020)
Guilherme Vieira, Marcos Eduardo Valle
Extreme Learning Machines on Cayley-Dickson Algebra Applied for Color Image Auto-Encoding. IJCNN (2020)
Fidelis Zanetti de Castro, Marcos Eduardo Valle
A broad class of discrete-time hypercomplex-valued Hopfield neural networks. Neural Networks 122 (2020)
Angelica Lourenço Oliveira, Marcos Eduardo Valle
Linear Dilation-Erosion Perceptron Trained Using a Convex-Concave Procedure. SoCPaR (2020)
Marcos Eduardo Valle
Reduced Dilation-Erosion Perceptron for Binary Classification. CoRR (2020)
Rodolfo Anibal Lobo, Marcos Eduardo Valle
Ensemble of Binary Classifiers Combined Using Recurrent Correlation Associative Memories. BRACIS (2) (2020)
Marcos Eduardo Valle, Rodolfo Anibal Lobo
Quaternion-Valued Recurrent Projection Neural Networks on Unit Quaternions. CoRR (2020)
Angelica Lourenço Oliveira, Marcos Eduardo Valle
Linear Dilation-Erosion Perceptron for Binary Classification. CoRR (2020)
Arlyson Alves do Nascimento, Marcos Eduardo Valle
Characterization and Statistics of Distance-Based Elementary Morphological Operators. ISMM (2019)
Mateus Sangalli, Marcos Eduardo Valle
Approaches to Multivalued Mathematical Morphology Based on Uncertain Reduced Orderings. ISMM (2019)
Marcos Eduardo Valle, Rodolfo Anibal Lobo
An Introduction to Quaternion-Valued Recurrent Projection Neural Networks. CoRR (2019)
Alex Santana dos Santos, Marcos Eduardo Valle
Max-C and Min-D Projection Autoassociative Fuzzy Morphological Memories: Theory and Applications for Face Recognition. CoRR (2019)
Marcos Eduardo Valle, Rodolfo Anibal Lobo
An Introduction to Quaternion-Valued Recurrent Projection Neural Networks. BRACIS (2019)
Fidelis Zanetti de Castro, Marcos Eduardo Valle
A Broad Class of Discrete-Time Hypercomplex-Valued Hopfield Neural Networks. CoRR (2019)
Marcos Eduardo Valle, Fidelis Zanetti de Castro
On the Dynamics of Hopfield Neural Networks on Unit Quaternions. IEEE Trans. Neural Networks Learn. Syst. 29 (6) (2018)
Alex Santana dos Santos, Marcos Eduardo Valle
Max-plus and min-plus projection autoassociative morphological memories and their compositions for pattern classification. Neural Networks 100 (2018)
Marcos Eduardo Valle
Quaternionic Recurrent Correlation Neural Networks. IJCNN (2018)
Mateus Sangalli, Marcos Eduardo Valle
Color Mathematical Morphology Using a Fuzzy Color-Based Supervised Ordering. NAFIPS (2018)
Aline Cristina de Souza, Marcos Eduardo Valle
Fuzzy Kernel Associative Memories with Application in Classification. NAFIPS (2018)
Fidelis Zanetti de Castro, Marcos Eduardo Valle
Continuous-Valued Quaternionic Hopfield Neural Network for Image Retrieval: A Color Space Study. BRACIS (2017)
Alex Santana dos Santos, Marcos Eduardo Valle
A Fast and Robust Max-C Projection Fuzzy Autoassociative Memory with Application for Face Recognition. BRACIS (2017)
Marcos Eduardo Valle, Raul Ambrozio Valente
Mathematical Morphology on the Spherical CIELab Quantale with an Application in Color Image Boundary Detection. J. Math. Imaging Vis. 57 (2) (2017)
Marcos Eduardo Valle, Fidelis Zanetti de Castro
Theoretical and computational aspects of quaternionic multivalued Hopfield neural networks. IJCNN (2016)
Aline Cristina de Souza, Marcos Eduardo Valle, Peter Sussner
Generalized Recurrent Exponential Fuzzy Associative Memories Based on Similarity Measures. IFSA-EUSFLAT (2015)
Marcos Eduardo Valle, Raul Ambrozio Valente
Elementary Morphological Operations on the Spherical CIELab Quantale. ISMM (2015)
Marcos Eduardo Valle
A Robust Subspace Projection Autoassociative Memory Based on the M-Estimation Method. IEEE Trans. Neural Networks Learn. Syst. 25 (7) (2014)
Marcos Eduardo Valle
An introduction to the max-plus projection autoassociative morphological memory and some of its variations. FUZZ-IEEE (2014)
Marcos Eduardo Valle
An introduction to complex-valued recurrent correlation neural networks. IJCNN (2014)
Marcos Eduardo Valle
A Novel Continuous-Valued Quaternionic Hopfield Neural Network. BRACIS (2014)
Marcos Eduardo Valle
Complex-Valued Recurrent Correlation Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 25 (9) (2014)
Marcos Eduardo Valle, Peter Sussner
Quantale-based autoassociative memories with an application to the storage of color images. Pattern Recognit. Lett. 34 (14) (2013)
Marcos Eduardo Valle, Peter Sussner, Estevão Laureano Esmi
Spherical CIELab QAMs: Associative Memories Based on the CIELab System and Quantales for the Storage of Color Images. HAIS (2) (2012)
Estevão Laureano Esmi, Peter Sussner, Marcos Eduardo Valle, Fábio Sakuray, Laécio C. Barros
Fuzzy Associative Memories Based on Subsethood and Similarity Measures with Applications to Speaker Identification. HAIS (2) (2012)
Peter Sussner, Marcos Eduardo Valle
A Semilattice Approach towards Sparsely Connected Associative Memories. KES (2012)
Marcos Eduardo Valle, Daniela Maria Grande Vicente
Sparsely Connected Autoassociative Lattice Memories with an Application for the Reconstruction of Color Images. J. Math. Imaging Vis. 44 (3) (2012)
Marcos Eduardo Valle, Peter Sussner
Storage and recall capabilities of fuzzy morphological associative memories with adjunction-based learning. Neural Networks 24 (1) (2011)
Marcos Eduardo Valle, Daniela Maria Grande Vicente
Some experimental results on sparsely connected autoassociative morphological memories for the reconstruction of color images corrupted by either impulsive or Gaussian noise. IJCNN (2011)
Marcos Eduardo Valle
Sparsely connected autoassociative fuzzy implicative memories and their application for the reconstruction of large gray-scale images. Neurocomputing 74 (1-3) (2010)
Marcos Eduardo Valle
Permutation-based finite implicative fuzzy associative memories. Inf. Sci. 180 (21) (2010)
Marcos Eduardo Valle
A New Class of Implicative Fuzzy Associative Memories for the Reconstruction of Gray-Scale Images Corrupted by Salt and Pepper Noise. SBRN (2010)
Marcos Eduardo Valle
Sparsely Connected Autoassociative Fuzzy Implicative Memories for the Reconstruction of Large Gray-Scale Images. IFSA/EUSFLAT Conf. (2009)
Peter Sussner, Rodolfo Miyasaki, Marcos Eduardo Valle
An Introduction to Parameterized IFAM Models with Applications in Prediction. IFSA/EUSFLAT Conf. (2009)
Marcos Eduardo Valle
A Class of Sparsely Connected Autoassociative Morphological Memories for Large Color Images. IEEE Trans. Neural Networks 20 (6) (2009)
Marcos Eduardo Valle, Peter Sussner
Fuzzy morphological associative memories based on uninorms. FUZZ-IEEE (2008)
Marcos Eduardo Valle, Peter Sussner
A general framework for fuzzy morphological associative memories. Fuzzy Sets Syst. 159 (7) (2008)
Peter Sussner, Marcos Eduardo Valle
Classification of Fuzzy Mathematical Morphologies Based on Concepts of Inclusion Measure and Duality. J. Math. Imaging Vis. 32 (2) (2008)
Marcos Eduardo Valle, Peter Sussner
Fuzzy Associative Memories from the Perspective of Mathematical Morphology. FUZZ-IEEE (2007)
Marcos Eduardo Valle, Peter Sussner
Associative memories based on fuzzy mathematical morphology and an application in prediction. ISMM (2) (2007)
Peter Sussner, Marcos Eduardo Valle
Gray-scale morphological associative memories. IEEE Trans. Neural Networks 17 (3) (2006)
Peter Sussner, Marcos Eduardo Valle
Recall of Patterns Using Morphological and Certain Fuzzy Morphological Associative Memories with Applications in Classification and Prediction. FUZZ-IEEE (2006)
Peter Sussner, Marcos Eduardo Valle
Implicative Fuzzy Associative Memories. IEEE Trans. Fuzzy Syst. 14 (6) (2006)
Peter Sussner, Marcos Eduardo Valle
A Brief Account of the Relations between Gray-Scale Mathematical Morphologies. SIBGRAPI (2005)