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Computational Neuroscience

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

  • Conference proceedings
  • © 2019

Overview

Editors:
  1. Vinícius Rosa Cota

    1. Federal University of São João Del-Rei, São João Del-Rei, Brazil

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  2. Dante Augusto Couto Barone

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

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  3. Diego Roberto Colombo Dias

    1. Federal University of São João Del-Rei, São João Del-Rei, Brazil

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  4. Laila Cristina Moreira Damázio

    1. Federal University of São João Del-Rei, São João Del-Rei, Brazil

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

Included in the following conference series:

Conference proceedings info: LAWCN 2019.

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Table of contents (20 papers)

  1. Front Matter

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

    1. Front Matter

      Pages 1-1
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    2. Application of Machine Learning Approaches to Identify New Anticonvulsant Compounds Active in the 6 Hz Seizure Model

      • S. Goicoechea, M. L. Sbaraglini, S. R. Chuguransky, J. F. Morales, M. E. Ruiz, A. Talevi et al.
      Pages 3-19

    3. Motor Learning and Machine Learning: Predicting the Amount of Sessions to Learn the Tracing Task

      • 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. Kernel-Spectral-Clustering-Driven Motion Segmentation: Rotating-Objects First Trials

      • 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. A New Granular Approach for Multivariate Forecasting

      • Petrônio Cândido de Lima e Silva, Carlos Alberto Severiano Jr., Marcos Antônio Alves, Miri Weiss Cohen, Frederico Gadelha Guimarães
      Pages 41-58

    6. Interactive Analysis of the Discussion from a Virtual Community on Neuroscience

      • Rafael José de Alencar Almeida, Dárlinton Barbosa Feres Carvalho
      Pages 59-78

  3. Complex Systems and Complex Networks

    1. Front Matter

      Pages 79-79
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    2. Influence of Contact Network Topology on the Spread of Tuberculosis

      • 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
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    2. Association Between Fast and Slow Learning and Molecular Processes in Repetitive Practice: A Post Hoc Analysis

      • 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. Reading Span Test for Brazilian Portuguese: An Eye-Tracking Implementation

      • 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
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    2. Multi-harmonic Analysis Using Magnitude-Squared Coherence and Its Application to Detection of Auditory Steady-State Responses

      • Abdon Francisco Aureliano Netto, Tiago Zanotelli, Leonardo Bonato Felix
      Pages 121-129

    3. EEG Classification of Epileptic Patients Based on Signal Morphology

      • Davi Nascimento, Jonathan Queiroz, Luis Claudio Silva, Gean Carlos de Sousa, Allan Kardec Barros
      Pages 130-141

    4. Epileptiform Spike Detection in Electroencephalographic Recordings of Epilepsy Animal Models Using Variable Threshold

      • Sofia M. A. F. Rodrigues, Jasiara C. de Oliveira, Vinícius Rosa Cota
      Pages 142-156

    5. Graph Model Evolution During Epileptic Seizures: Linear Model Approach

      • 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
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    2. A Parallel RatSlam C++ Library Implementation

      • 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. Method for the Improvement of Knee Angle Accuracy Based on Kinect and IMU: Preliminary Results

      • D. Mayorca-Torres, Julio C. Caicedo-Eraso, Diego H. Peluffo-Ordoñez
      Pages 184-199
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  1. Computational Neuroscience

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About this book

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.

Editors and Affiliations

  • Federal University of São João Del-Rei, São João Del-Rei, Brazil

    Vinícius Rosa Cota, Diego Roberto Colombo Dias, Laila Cristina Moreira Damázio

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

    Dante Augusto Couto Barone

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