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Computational Neuroscience

Second Latin American Workshop, LAWCN 2019, São João Del-Rei, Brazil, September 18–20, 2019, Proceedings

  • Vinícius Rosa Cota
  • Dante Augusto Couto Barone
  • Diego Roberto Colombo Dias
  • Laila Cristina Moreira Damázio
Conference proceedings LAWCN 2019

Part of the Communications in Computer and Information Science book series (CCIS, volume 1068)

Table of contents

  1. Front Matter
    Pages i-xiii
  2. Artificial Intelligence, Machine Learning, and Related Topics

    1. Front Matter
      Pages 1-1
    2. S. Goicoechea, M. L. Sbaraglini, S. R. Chuguransky, J. F. Morales, M. E. Ruiz, A. Talevi et al.
      Pages 3-19
    3. Eduardo Dorneles Ferreira de Souza, Moisés Rocha dos Santos, Lucas Cléopas Costa da Silva, Alexandre César Muniz de Oliveira, Areolino de Almeida Neto, Paulo Rogério de Almeida Ribeiro
      Pages 20-29
    4. O. Oña-Rocha, J. A. Riascos-Salas, I. C. Marrufo-Rodríguez, M. A. Páez-Jaime, D. Mayorca-Torres, K. L. Ponce-Guevara et al.
      Pages 30-40
    5. Petrônio Cândido de Lima e Silva, Carlos Alberto Severiano Jr., Marcos Antônio Alves, Miri Weiss Cohen, Frederico Gadelha Guimarães
      Pages 41-58
    6. Rafael José de Alencar Almeida, Dárlinton Barbosa Feres Carvalho
      Pages 59-78
  3. Complex Systems and Complex Networks

    1. Front Matter
      Pages 79-79
    2. Eduardo R. Pinto, Erivelton G. Nepomuceno, Andriana S. L. O. Campanharo
      Pages 81-88
  4. Computational Neuroscience of Learning and Memory

    1. Front Matter
      Pages 89-89
    2. Tércio Apolinário-Souza, Ana Flavia Santos-Almeida, Natália Lelis Torres, Juliana Otoni Parma, Lidiane Aparecida Fernandes, Grace Schenatto Pereira et al.
      Pages 91-103
    3. Jaime A. Riascos, Arthur M. Brugger, Priscila Borges, Ana B. Arêas da Luz Fontes, Dante C. Barone
      Pages 104-118
  5. Neural Signal Processing

    1. Front Matter
      Pages 119-119
    2. Abdon Francisco Aureliano Netto, Tiago Zanotelli, Leonardo Bonato Felix
      Pages 121-129
    3. Davi Nascimento, Jonathan Queiroz, Luis Claudio Silva, Gean Carlos de Sousa, Allan Kardec Barros
      Pages 130-141
    4. Sofia M. A. F. Rodrigues, Jasiara C. de Oliveira, Vinícius Rosa Cota
      Pages 142-156
    5. Talysson M. O. Santos, Victor H. B. Tsukahara, Jasiara C. de Oliveira, Vinicius Rosa Cota, Carlos D. Maciel
      Pages 157-170
  6. Software and Hardware Implementations in Neuroscience

    1. Front Matter
      Pages 171-171
    2. Mauro Enrique de Souza Muñoz, Matheus Chaves Menezes, Edison Pignaton de Freitas, Sen Cheng, Areolino de Almeida Neto, Alexandre César Muniz de Oliveira et al.
      Pages 173-183
    3. D. Mayorca-Torres, Julio C. Caicedo-Eraso, Diego H. Peluffo-Ordoñez
      Pages 184-199
    4. Rafael Nobre Orsi, Davi Araujo Dal Fabbro, Carlos Eduardo Thomaz
      Pages 200-219
  7. Brain-Computer Interfaces and Neurostimulation

    1. Front Matter
      Pages 221-221
    2. Taline Nobrega, Severino Netto, Rommel Araujo, Allan Martins, Edgard Morya
      Pages 223-235
    3. Carlos A. Stefano Filho, Romis Attux, Gabriela Castellano
      Pages 236-248
    4. Jessika M. Fiusa, Gabrielly S. Yonamine, Giovanna L. C. Fumagali, Gabriela F. Moraes, Percy Nohama, Eddy Krueger
      Pages 249-257
  8. Seizure Prediction

    1. Front Matter
      Pages 267-267
    2. Vinícius R. Carvalho, Márcio F. D. Moraes, Eduardo M. A. M. Mendes
      Pages 269-281
  9. Back Matter
    Pages 283-284

About these proceedings

Introduction

This book constitutes the thoroughly refereed proceedings of the Second International Workshop of Computational Neuroscience, held in São João Del-Rei, Brazil, in September 2019.

The 17 full papers and 3 short papers presented have been thoroughly reviewed and selected from 45 submissions. The papers are organized in topical sections: artificial intelligence, machine learning, and related topics; complex systems and complex networks; computational neuroscience of learning and memory; neural signal processing; software and hardware implementations in neuroscience; brain-machine interfaces and neurostimulation; and seizure prediction.

Keywords

artificial intelligence computational neuroscience computer hardware computer networks computer systems computer vision correlation analysis databases image processing machine learning neuroengineering neurotechnology signal processing

Editors and affiliations

  1. 1.Federal University of São João Del-ReiSão João Del-ReiBrazil
  2. 2.Federal University of Rio Grande do SulPorto AlegreBrazil
  3. 3.Federal University of São João Del-ReiSão João Del-ReiBrazil
  4. 4.Federal University of São João Del-ReiSão João Del-ReiBrazil

Bibliographic information