Skip to main content
SpringerLink
Log in

Computational Neuroscience

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

  • Conference proceedings
  • © 2017

Overview

Editors:
  1. Dante Augusto Couto Barone

    1. Federal University of Rio Grande do Sul, Porto Alegre, Brazil

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Eduardo Oliveira Teles

    1. Federal Institute of Education, Science and Technology of Bahia, Camacari, Brazil

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  3. Christian Puhlmann Brackmann

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

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

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

Included in the following conference series:

Conference proceedings info: LAWCN 2017.

This is a preview of subscription content, log in via an institution to check access.

Access this book

Log in via an institution
eBook USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

Licence this eBook for your library

Institutional subscriptions

Table of contents (15 papers)

  1. Front Matter

    Pages I-X
    Download chapter PDF

  2. Neural Networks

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    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
      Download chapter PDF

    2. How Artificial Intelligence is Supporting Neuroscience Research: A Discussion About Foundations, Methods and Applications

      • Rafael T. Gonzalez, Jaime A. Riascos, Dante A. C. Barone
      Pages 63-77

  4. Computer Vision

    1. Front Matter

      Pages 79-79
      Download chapter PDF

    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
      Download chapter PDF

    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
      Download chapter PDF

    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
      Download chapter PDF

    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
Back to top

Other volumes

  1. Computational Neuroscience

Keywords

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.

 



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: 978-3-319-71010-5Published: 10 November 2017

  • eBook ISBN: 978-3-319-71011-2Published: 08 November 2017

  • 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 Biology/Bioinformatics

Publish with us

Policies and ethics

Back to top

Search

Navigation