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  • Conference proceedings
  • © 2017

Computational Neuroscience

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

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

Conference series link(s): LAWCN: Latin American Workshop on Computational Neuroscience

Conference proceedings info: LAWCN 2017.

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  • ISBN: 978-3-319-71011-2
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Table of contents (15 papers)

  1. Front Matter

    Pages I-X
  2. Neural Networks

    1. Front Matter

      Pages 1-1
    2. A Network of Spiking Neurons Performing a Relational Categorization Task

      • Lucas Ferreira Alves, Fernando Lopes Araujo Junior, Bruno Andre Santos, Rogerio Martins Gomes
      Pages 3-16
    3. Chaotic Synchronization of Neural Networks in FPGA

      • Elias de Almeida Ramos, Vitor Bandeira, Ricardo Reis, Guilherme Bontorin
      Pages 17-30
    4. Assessing the Performance of Convolutional Neural Networks on Classifying Disorders in Apple Tree Leaves

      • Pedro Ballester, Ulisses B. Correa, Marco Birck, Ricardo Araujo
      Pages 31-38
    5. Towards Graffiti Classification in Weakly Labeled Images Using Convolutional Neural Networks

      • Glauco R. Munsberg, Pedro Ballester, Marco F. Birck, Ulisses B. Correa, Virginia O. Andersson, Ricardo M. Araujo
      Pages 39-48
    6. Computational Models for the Propagation of Spreading Depression Waves

      • 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. Investigating Crime Rate Prediction Using Street-Level Images and Siamese Convolutional Neural Networks

      • Virginia O. Andersson, Marco A. F. Birck, Ricardo M. Araujo
      Pages 81-93
    3. Developing of a Video-Based Model for UAV Autonomous Navigation

      • Wilbert G. Aguilar, Vinicio S. Salcedo, David S. Sandoval, Bryan Cobeña
      Pages 94-105
  5. Machine Learning

    1. Front Matter

      Pages 107-107
    2. Cyberbullying Classification Using Extreme Learning Machine Applied to Portuguese Language

      • Jim Jones da Silveira Marciano, Eduardo Mazoni Andrade Marçal Mendes, Márcio Falcão Santos Barroso
      Pages 109-117
    3. Pseudorehearsal Approach for Incremental Learning of Deep Convolutional Neural Networks

      • Diego Mellado, Carolina Saavedra, Stéren Chabert, Rodrigo Salas
      Pages 118-126
  6. Graphics Systems and Interfaces

    1. Front Matter

      Pages 127-127
    2. A Brain Computer Interface Using VEP and MMSC for Driving a Mechanical Arm

      • Marcos Antônio Abdalla Júnior, Carlos Alberto Cimini Júnior, Márcio Falcão Santos Barroso, Leonardo Bonato Félix
      Pages 129-142
    3. An Adaptive User Interface Based on Psychological Test and Task-Relevance

      • Jaime A. Riascos, Luciana P. Nedel, Dante C. Barone
      Pages 143-155
  7. Decision Trees

    1. Front Matter

      Pages 157-157
    2. Decision Tree to Analyses EEG Signal: A Case Study Using Spatial Activities

      • Narúsci dos Santos Bastos, Diana Francisca Adamatti, Cleo Zanella Billa
      Pages 159-169

Other Volumes

  1. Computational Neuroscience

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

About this book

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

  • Federal University of Rio Grande do Sul, Porto Alegre, Brazil

    Dante Augusto Couto Barone

  • Federal Institute of Education, Science and Technology of Bahia, Camacari, Brazil

    Eduardo Oliveira Teles

  • Federal Institute of Education, Science and Technology Farroupilha, Santa Maria, Brazil

    Christian Puhlmann Brackmann

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

  • DOI: https://doi.org/10.1007/978-3-319-71011-2

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: Springer International Publishing AG 2017

  • 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

  • Topics: Artificial Intelligence, Computational and Systems Biology

Buying options

eBook
USD 59.99
Price excludes VAT (USA)
  • ISBN: 978-3-319-71011-2
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book
USD 74.99
Price excludes VAT (USA)