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© 2017

Computational Neuroscience

First Latin American Workshop, LAWCN 2017, Porto Alegre, Brazil, November 22–24, 2017, Proceedings

  • Dante Augusto Couto Barone
  • Eduardo Oliveira Teles
  • Christian Puhlmann Brackmann
Conference proceedings LAWCN 2017

Part of the Communications in Computer and Information Science book series (CCIS, volume 720)

Table of contents

  1. Front Matter
    Pages I-X
  2. Neural Networks

    1. Front Matter
      Pages 1-1
    2. Lucas Ferreira Alves, Fernando Lopes Araujo Junior, Bruno Andre Santos, Rogerio Martins Gomes
      Pages 3-16
    3. Elias de Almeida Ramos, Vitor Bandeira, Ricardo Reis, Guilherme Bontorin
      Pages 17-30
    4. Pedro Ballester, Ulisses B. Correa, Marco Birck, Ricardo Araujo
      Pages 31-38
    5. Glauco R. Munsberg, Pedro Ballester, Marco F. Birck, Ulisses B. Correa, Virginia O. Andersson, Ricardo M. Araujo
      Pages 39-48
    6. Guillem Via, Jean Faber, Esper Abrão Cavalheiro
      Pages 49-60
  3. Artificial Intelligence

    1. Front Matter
      Pages 61-61
  4. Computer Vision

    1. Front Matter
      Pages 79-79
    2. Virginia O. Andersson, Marco A. F. Birck, Ricardo M. Araujo
      Pages 81-93
    3. Wilbert G. Aguilar, Vinicio S. Salcedo, David S. Sandoval, Bryan Cobeña
      Pages 94-105
  5. Machine Learning

    1. Front Matter
      Pages 107-107
    2. Jim Jones da Silveira Marciano, Eduardo Mazoni Andrade Marçal Mendes, Márcio Falcão Santos Barroso
      Pages 109-117
    3. Diego Mellado, Carolina Saavedra, Stéren Chabert, Rodrigo Salas
      Pages 118-126
  6. Graphics Systems and Interfaces

    1. Front Matter
      Pages 127-127
    2. Marcos Antônio Abdalla Júnior, Carlos Alberto Cimini Júnior, Márcio Falcão Santos Barroso, Leonardo Bonato Félix
      Pages 129-142
    3. Jaime A. Riascos, Luciana P. Nedel, Dante C. Barone
      Pages 143-155
  7. Decision Trees

    1. Front Matter
      Pages 157-157
    2. Narúsci dos Santos Bastos, Diana Francisca Adamatti, Cleo Zanella Billa
      Pages 159-169

About these proceedings

Introduction

This book constitutes the thoroughly refereed proceedings of the First International Workshop of Computational Neuroscience, held in Porto Allegre, Brazil, in November 2017.
The 12 full papers and 3 short papers presented have been thoroughly reviewed andselected from 40 submissions. The papers are organized in topical sections: neural networks; artificial intelligence; computer vision; machine learning; graphic systems and interfaces; decision trees; nonlinear equations; nano-electromechanical systems.

 


Keywords

neuro-science neuro-engineering artificial intelligence neural networks. computer vision machine learning grapic systems and interfaces decision trees nonlinear equations nano-electromechanical systems software engineering databases cloud computing ICT for agronomy

Editors and affiliations

  1. 1.Federal University of Rio Grande do SulPorto AlegreBrazil
  2. 2.Federal Institute of Education, Science and Technology of BahiaCamacariBrazil
  3. 3.Federal Institute of Education, Science and Technology FarroupilhaSanta MariaBrazil

Bibliographic information

  • Book Title Computational Neuroscience
  • Book Subtitle First Latin American Workshop, LAWCN 2017, Porto Alegre, Brazil, November 22–24, 2017, Proceedings
  • Editors Dante Augusto Couto Barone
    Eduardo Oliveira Teles
    Christian Puhlmann Brackmann
  • Series Title Communications in Computer and Information Science
  • Series Abbreviated Title Communic.Comp.Inf.Science
  • DOI https://doi.org/10.1007/978-3-319-71011-2
  • Copyright Information Springer International Publishing AG 2017
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science Computer Science (R0)
  • Softcover ISBN 978-3-319-71010-5
  • eBook ISBN 978-3-319-71011-2
  • Series ISSN 1865-0929
  • Series E-ISSN 1865-0937
  • Edition Number 1
  • Number of Pages X, 195
  • Number of Illustrations 77 b/w illustrations, 0 illustrations in colour
  • Topics Artificial Intelligence
    Computational Biology/Bioinformatics
  • Buy this book on publisher's site
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