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Brain Informatics

International Conference, BI 2018, Arlington, TX, USA, December 7–9, 2018, Proceedings

  • Shouyi Wang
  • Vicky Yamamoto
  • Jianzhong Su
  • Yang Yang
  • Erick Jones
  • Leon Iasemidis
  • Tom Mitchell
Conference proceedings BI 2018

Part of the Lecture Notes in Computer Science book series (LNCS, volume 11309)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 11309)

Table of contents

  1. Front Matter
    Pages I-XVII
  2. Cognitive and Computational Foundations of Brain Science

    1. Front Matter
      Pages 1-1
    2. Jie-Lin Qiu, Xin-Yi Qiu, Kai Hu
      Pages 3-12
    3. Pablo Andrés Muñoz-Gutiérrez, Juan David Martinez-Vargas, Sergio Garcia-Vega, Eduardo Giraldo, German Castellanos-Dominguez
      Pages 13-21
    4. Ernesto Cuartas Morales, Yohan Ricardo Céspedes Villar, Héctor Fabio Torres Cardona, Carlos Daniel Acosta, German Castellanos Dominguez
      Pages 32-40
    5. Fawad Taj, Michel C. A. Klein, Aart van Halteren
      Pages 41-51
    6. J. D. Martinez-Vargas, D. A. Nieto-Mora, P. A. Muñoz-Gutiérrez, Y. R. Cespedes-Villar, E. Giraldo, G. Castellanos-Dominguez
      Pages 63-73
  3. Human Information Processing Systems

    1. Front Matter
      Pages 85-85
    2. Juana Valeria Hurtado-Rincón, Francia Restrepo, Jorge Ivan Padilla, Hector Fabio Torres, German Castellanos-Dominguez
      Pages 99-108
    3. Christoforos Christoforou, Adamantini Hatzipanayioti, Marios Avraamides
      Pages 109-118
    4. Xiaofei Zhang, Yang Yang, Ming-Hui Zhang, Ning Zhong
      Pages 141-152
    5. Ioannis Polykretis, Vladimir Ivanov, Konstantinos P. Michmizos
      Pages 153-162
    6. Debadatta Dash, Paul Ferrari, Saleem Malik, Albert Montillo, Joseph A. Maldjian, Jun Wang
      Pages 163-172
  4. Brain Big Data Analytics, Curation and Management

    1. Front Matter
      Pages 173-173
    2. J. I. Padilla-Buriticá, H. F. Torres, E. Pereda, A. Correa, G. Castellanos-Domínguez
      Pages 186-194
    3. Andrés Felipe Soler, Pablo Andrés Muñoz-Gutiérrez, Eduardo Giraldo
      Pages 195-204
    4. Konstantinos Patlatzoglou, Srivas Chennu, Mélanie Boly, Quentin Noirhomme, Vincent Bonhomme, Jean-Francois Brichant et al.
      Pages 216-225
    5. Debadatta Dash, Bharat Biswal, Anil Kumar Sao, Jun Wang
      Pages 249-259
    6. Christina Schweikert, Louis Gobin, Shuxiao Xie, Shinsuke Shimojo, D. Frank Hsu
      Pages 282-293
    7. Rohit Bose, Kumar Ashutosh, Junhua Li, Andrei Dragomir, Nitish Thakor, Anastasios Bezerianos
      Pages 294-303
    8. Feng Liu, Shouyi Wang, Jing Qin, Yifei Lou, Jay Rosenberger
      Pages 304-316
  5. Informatics Paradigms for Brain and Mental Health Research

    1. Front Matter
      Pages 317-317
    2. Maximiliano Bueno-López, Pablo A. Muñoz-Gutiérrez, Eduardo Giraldo, Marta Molinas
      Pages 319-328
    3. Wandeng Mao, Jing Zhu, Xiaowei Li, Xin Zhang, Shuting Sun
      Pages 329-338
    4. Shah Muhammad Hamdi, Yubao Wu, Soukaina Filali Boubrahimi, Rafal Angryk, Lisa Crystal Krishnamurthy, Robin Morris
      Pages 339-348
    5. Marzieh Mousavian, Jianhua Chen, Steven Greening
      Pages 349-358
    6. Jyoti Islam, Yanqing Zhang, for the Alzheimer’s Disease Neuroimaging Initiative*
      Pages 359-369
    7. Maritza Mera, Diego M. López, Rubiel Vargas, María Miño
      Pages 392-402
    8. Anjum Ismail Sumi, Most. Fatematuz Zohora, Maliha Mahjabeen, Tasnova Jahan Faria, Mufti Mahmud, M. Shamim Kaiser
      Pages 403-412
    9. Tajim Md. Niamat Ullah Akhund, Md. Julkar Nayeen Mahi, A. N. M. Hasnat Tanvir, Mufti Mahmud, M. Shamim Kaiser
      Pages 413-422
    10. Kin Ming Puk, Wei Xiang, Shouyi Wang, Cao (Danica) Xiao, W. A. Chaovalitwongse, Tara Madhyastha et al.
      Pages 423-434
  6. Brain-Machine Intelligence and Brain-Inspired Computing

    1. Front Matter
      Pages 435-435
    2. Dor Mizrahi, Ilan Laufer, Inon Zuckerman, Tielin Zhang
      Pages 437-447
    3. Matthew Shonman, Xiangyang Li, Haoruo Zhang, Anton Dahbura
      Pages 468-478

About these proceedings

Introduction

This book constitutes the refereed proceedings of the International Conference on Brain Informatics, BI 2018, held in Arlington, TX, USA, in December 2018. The 46 revised full papers were carefully reviewed and selected from 53 submissions. The papers are grouped thematically on cognitive and computational foundations of brain science, human information processing systems, brain big data analysis, curation and management, informatics paradigms for brain and mental health research, brain-machine intelligence and brain-inspired computing.

Keywords

artificial intelligence brain computer interface cognitive process cognitive systems computer networks eeg signals electroencephalogram (eeg) face recognition image processing image reconstruction learning algorithms machine learning neural networks signal processing Support Vector Machines (SVM) user interfaces wavelet transforms

Editors and affiliations

  • Shouyi Wang
    • 1
  • Vicky Yamamoto
    • 2
  • Jianzhong Su
    • 3
  • Yang Yang
    • 4
  • Erick Jones
    • 5
  • Leon Iasemidis
    • 6
  • Tom Mitchell
    • 7
  1. 1.University of Texas at ArlingtonArlingtonUSA
  2. 2.University of Southern CaliforniaWest HollywoodUSA
  3. 3.Department of MathematicsUniversity of Texas at ArlingtonArlingtonUSA
  4. 4.Maebashi Institute of TechnologyGunmaJapan
  5. 5.The University of Texas at ArlingtonArlingtonUSA
  6. 6.Louisiana Tech UniversityArlingtonUSA
  7. 7.Carnegie Mellon UniversityPittsburghUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-030-05587-5
  • Copyright Information Springer Nature Switzerland AG 2018
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-030-05586-8
  • Online ISBN 978-3-030-05587-5
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site