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Brain Informatics

14th International Conference, BI 2021, Virtual Event, September 17–19, 2021, Proceedings

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Mufti Mahmud

    1. Nottingham Trent University, Nottingham, UK

  2. M Shamim Kaiser

    1. Jahangirnagar University, Dhaka, Bangladesh

  3. Stefano Vassanelli

    1. University of Padua, Padua, Italy

  4. Qionghai Dai

    1. Tsinghua University, Beijing, China

  5. Ning Zhong

    1. Maebashi Institute of Technology, Maebashi, Japan

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12960)

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

Included in the following conference series:

Conference proceedings info: BI 2021.

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About this book

This book constitutes the refereed proceedings of the 14th International Conference on Brain Informatics, BI 2021, held in September 2021. The conference was held virtually due to the COVID-19 pandemic.
The 49 full and 2 short papers together with 18 abstract papers were carefully reviewed and selected from 90 submissions. The papers are organized in the following topical sections: cognitive and computational foundations of brain science; investigations of human information processing systems; brain big data analytics, curation and management; informatics paradigms for brain and mental health research; and brain-machine intelligence and brain-inspired computing.

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Table of contents (50 papers)

  1. Front Matter

    Pages i-xlvii
    Download chapter PDF

  2. Cognitive and Computational Foundations of Brain Science

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Inferring Neural Circuit Interactions and Neuromodulation from Local Field Potential and Electroencephalogram Measures

      • Pablo Martínez-Cañada, Shahryar Noei, Stefano Panzeri
      Pages 3-12

    3. Intrinsic Motivation to Learn Action-State Representation with Hierarchical Temporal Memory

      • Evgenii Dzhivelikian, Artem Latyshev, Petr Kuderov, Aleksandr I. Panov
      Pages 13-24

    4. The Effect of Expected Revenue Proportion and Social Value Orientation Index on Players’ Behavior in Divergent Interest Tacit Coordination Games

      • Dor Mizrahi, Ilan Laufer, Inon Zuckerman
      Pages 25-34

    5. On the Extraction of High-Level Visual Features from Lateral Geniculate Nucleus Activity: A Rat Study

      • Mai Gamal, Eslam Mounier, Seif Eldawlatly
      Pages 35-45

    6. Disfluency as an Indicator of Cognitive-Communication Disorder Through Learning Methods

      • Marisol Roldán-Palacios, Aurelio López-López
      Pages 46-56

    7. Bidirected Information Flow in the High-Level Visual Cortex

      • Qiang Li
      Pages 57-66

    8. A Computational Network Model for Shared Mental Models in Hospital Operation Rooms

      • Laila van Ments, Jan Treur, Jan Klein, Peter Roelofsma
      Pages 67-78

    9. System Level Knowledge Representation for Metacognition in Neuroscience

      • Paola Di Maio
      Pages 79-88

    10. Brain Connectivity Based Classification of Meditation Expertise

      • Pankaj Pandey, Pragati Gupta, Krishna Prasad Miyapuram
      Pages 89-98

    11. Exploring the Brain Information Processing Mechanisms from Functional Connectivity to Translational Applications

      • Hongzhi Kuai, Jianhui Chen, Xiaohui Tao, Kazuyuki Imamura, Peipeng Liang, Ning Zhong
      Pages 99-111

  3. Investigations of Human Information Processing Systems

    1. Front Matter

      Pages 113-113
      Download chapter PDF

    2. Spectral Properties of Local Field Potentials and Electroencephalograms as Indices for Changes in Neural Circuit Parameters

      • Pablo Martínez-Cañada, Stefano Panzeri
      Pages 115-123

    3. Identifying Individuals Using EEG-Based Brain Connectivity Patterns

      • Hadri Hussain, Chee-Ming Ting, M. A. Jalil, Kanad Ray, S. Z. H. Rizvi, J. Kavikumar et al.
      Pages 124-135

    4. A Novel Hybrid Model for Brain Functional Connectivity Based on EEG

      • Yan Li, Haolan Zhang, Yifan Lu, Huiming Tang
      Pages 136-145

    5. Emojis Pictogram Classification for Semantic Recognition of Emotional Context

      • Muhammad Atif, Valentina Franzoni, Alfredo Milani
      Pages 146-156

    6. An Artificial Intelligence Based Approach Towards Inclusive Healthcare Provisioning in Society 5.0: A Perspective on Brain Disorder

      • Shamim Al Mamun, M. Shamim Kaiser, Mufti Mahmud
      Pages 157-169

    7. Sentiment Analysis Model Based on the Word Structural Representation

      • Gulmira Bekmanova, Banu Yergesh, Altynbek Sharipbay
      Pages 170-178

    8. Towards Learning a Joint Representation from Transformer in Multimodal Emotion Recognition

      • James J. Deng, Clement H. C. Leung
      Pages 179-188
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Other volumes

  1. Brain Informatics

Editors and Affiliations

  • Nottingham Trent University, Nottingham, UK

    Mufti Mahmud

  • Jahangirnagar University, Dhaka, Bangladesh

    M Shamim Kaiser

  • University of Padua, Padua, Italy

    Stefano Vassanelli

  • Tsinghua University, Beijing, China

    Qionghai Dai

  • Maebashi Institute of Technology, Maebashi, Japan

    Ning Zhong

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