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  • Conference proceedings
  • © 2017

Brain Informatics

International Conference, BI 2017, Beijing, China, November 16-18, 2017, Proceedings

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10654)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Conference series link(s): BIH: International Conference on Brain Informatics

Conference proceedings info: BI 2017.

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  • ISBN: 978-3-319-70772-3
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Table of contents (31 papers)

  1. Front Matter

    Pages I-XVI
  2. Cognitive and Computational Foundations of Brain Science

    1. Front Matter

      Pages 1-1
    2. Speech Emotion Recognition Using Local and Global Features

      • Yuanbo Gao, Baobin Li, Ning Wang, Tingshao Zhu
      Pages 3-13
    3. Video Category Classification Using Wireless EEG

      • Aunnoy K Mutasim, Rayhan Sardar Tipu, M. Raihanul Bashar, M. Ashraful Amin
      Pages 39-48
    4. Learning Music Emotions via Quantum Convolutional Neural Network

      • Gong Chen, Yan Liu, Jiannong Cao, Shenghua Zhong, Yang Liu, Yuexian Hou et al.
      Pages 49-58
    5. Supervised EEG Source Imaging with Graph Regularization in Transformed Domain

      • Feng Liu, Jing Qin, Shouyi Wang, Jay Rosenberger, Jianzhong Su
      Pages 59-71
    6. EEG-Based Emotion Recognition via Fast and Robust Feature Smoothing

      • Cheng Tang, Di Wang, Ah-Hwee Tan, Chunyan Miao
      Pages 83-92
  3. Human Information Processing Systems

    1. Front Matter

      Pages 93-93
    2. Gender Role Differences of Female College Students in Facial Expression Recognition: Evidence from N170 and VPP

      • Sutao Song, Jieyin Feng, Meiyun Wu, Beixi Tang, Gongxiang Chen
      Pages 116-125
  4. Brain Big Data Analytics, Curation and Management

    1. Front Matter

      Pages 127-127
    2. Overview of Acquisition Protocol in EEG Based Recognition System

      • Hui-Yen Yap, Yun-Huoy Choo, Wee-How Khoh
      Pages 129-138
    3. A Study on Automatic Sleep Stage Classification Based on Clustering Algorithm

      • Xuexiao Shao, Bin Hu, Xiangwei Zheng
      Pages 139-148
    4. Speaker Verification Method Based on Two-Layer GMM-UBM Model in the Complex Environment

      • Qiang He, Zhijiang Wan, Haiyan Zhou, Jie Yang, Ning Zhong
      Pages 149-158
  5. Informatics Paradigms for Brain and Mental Health

    1. Front Matter

      Pages 169-169

Other Volumes

  1. Brain Informatics

    International Conference, BI 2017, Beijing, China, November 16-18, 2017, Proceedings

About this book

This book constitutes the refereed proceedings of the International Conference on Brain Informatics, BI 2017, held in Beijing, China, in November 2017. The 31 revised full papers were carefully reviewed and selected from 64 submissions. BI addresses the computational, cognitive, physiological, biological, physical,
ecological and social perspectives of brain informatics, as well as topics related to
mental health and well-being.

Keywords

  • Artificial Intelligence
  • pattern recognition
  • signal processing
  • machine learning
  • computer architecture
  • Support Vector Machines (SVM)
  • brain computer interface
  • Human-Computer Interaction (HCI)
  • face recognition
  • user interfaces
  • eeg signals
  • classifiers
  • emotion recognition
  • data mining

Editors and Affiliations

  • Chinese Academy of Sciences, Beijing, China

    Yi Zeng, Bo Xu

  • Beijing Normal University, Beijing, China

    Yong He

  • KTH Royal Institute of Technology and Karolinska Institute, Stockholm, Sweden

    Jeanette Hellgren Kotaleski

  • University of California, San Diego, San Diego, USA

    Maryann Martone

  • Allen Institute for Brain Science, Seattle, USA

    Hanchuan Peng

  • Wuhan National Lab Optoelectronics, Huazhong University of Science and Technology, Wuhan, China

    Qingming Luo

Bibliographic Information

Buying options

eBook USD 59.99
Price excludes VAT (USA)
  • ISBN: 978-3-319-70772-3
  • 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 79.99
Price excludes VAT (USA)