Skip to main content
SpringerLink
Log in

Brain Informatics

13th International Conference, BI 2020, Padua, Italy, September 19, 2020, Proceedings

  • Conference proceedings
  • © 2020

Overview

Editors:
  1. Mufti Mahmud

    1. Nottingham Trent University, Nottingham, UK

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Stefano Vassanelli

    1. University of Padua, Padua, Italy

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  3. M. Shamim Kaiser

    1. Jahangirnagar University, Dhaka, Bangladesh

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  4. Ning Zhong

    1. Maebashi Institute of Technology, Maebashi, Japan

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12241)

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

Included in the following conference series:

Conference proceedings info: BI 2020.

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 (33 papers)

  1. Front Matter

    Pages I-XIV
    Download chapter PDF

  2. Cognitive and Computational Foundations of Brain Science

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. An Adaptive Computational Fear-Avoidance Model Applied to Genito-Pelvic Pain/Penetration Disorder

      • Sophie van’t Hof, Arja Rydin, Jan Treur, Paul Enzlin
      Pages 3-15

    3. Are We Producing Narci-nials? An Adaptive Agent Model for Parental Influence

      • Fakhra Jabeen, Charlotte Gerritsen, Jan Treur
      Pages 16-28

    4. A Systematic Assessment of Feature Extraction Methods for Robust Prediction of Neuropsychological Scores from Functional Connectivity Data

      • Federico Calesella, Alberto Testolin, Michele De Filippo De Grazia, Marco Zorzi
      Pages 29-40

    5. The Effect of Loss-Aversion on Strategic Behaviour of Players in Divergent Interest Tacit Coordination Games

      • Dor Mizrahi, Ilan Laufer, Inon Zuckerman
      Pages 41-49

    6. Effect of the Gamma Entrainment Frequency in Pertinence to Mood, Memory and Cognition

      • Ryan Sharpe, Mufti Mahmud
      Pages 50-61

  3. Investigations of Human Information Processing Systems

    1. Front Matter

      Pages 63-63
      Download chapter PDF

    2. Temporal-Spatial-Spectral Investigation of Brain Network Dynamics in Human Speech Perception

      • Bin Zhao, Gaoyan Zhang, Jianwu Dang
      Pages 65-74

    3. Precise Estimation of Resting State Functional Connectivity Using Empirical Mode Decomposition

      • Sukesh Das, Anil K. Sao, Bharat Biswal
      Pages 75-84

    4. 3D DenseNet Ensemble in 4-Way Classification of Alzheimer’s Disease

      • Juan Ruiz, Mufti Mahmud, Md Modasshir, M. Shamim Kaiser, for the Alzheimer’s Disease Neuroimaging Initiative
      Pages 85-96

    5. Dynamic Functional Connectivity Captures Individuals’ Unique Brain Signatures

      • Rohan Gandhi, Arun Garimella, Petri Toiviainen, Vinoo Alluri
      Pages 97-106

    6. Differential Effects of Trait Empathy on Functional Network Centrality

      • Vishnu Moorthigari, Emily Carlson, Petri Toiviainen, Elvira Brattico, Vinoo Alluri
      Pages 107-117

    7. Classification of PTSD and Non-PTSD Using Cortical Structural Measures in Machine Learning Analyses—Preliminary Study of ENIGMA-Psychiatric Genomics Consortium PTSD Workgroup

      • Brian O’Leary, Chia-Hao Shih, Tian Chen, Hong Xie, Andrew S. Cotton, Kevin S. Xu et al.
      Pages 118-127

    8. Segmentation of Brain Tumor Tissues in Multi-channel MRI Using Convolutional Neural Networks

      • C. Naveena, S. Poornachandra, V. N. Manjunath Aradhya
      Pages 128-137

  4. Brain Big Data Analytics, Curation and Management

    1. Front Matter

      Pages 139-139
      Download chapter PDF

    2. Resolving Neuroscience Questions Using Ontologies and Templates

      • Aref Eshghishargh, Kathleen Gray, Scott C. Kolbe
      Pages 141-150

    3. Machine Learning in Analysing Invasively Recorded Neuronal Signals: Available Open Access Data Sources

      • Marcos Fabietti, Mufti Mahmud, Ahmad Lotfi
      Pages 151-162

    4. Automatic Detection of Epileptic Waves in Electroencephalograms Using Bag of Visual Words and Machine Learning

      • Marlen Sofía Muñoz, Camilo Ernesto Sarmiento Torres, Diego M. López, Ricardo Salazar-Cabrera, Rubiel Vargas-Cañas
      Pages 163-172

    5. UPDRS Label Assignment by Analyzing Accelerometer Sensor Data Collected from Conventional Smartphones

      • Md. Sakibur Rahman Sajal, Md. Tanvir Ehsan, Ravi Vaidyanathan, Shouyan Wang, Tipu Aziz, Khondaker A. Mamun
      Pages 173-182
Back to top

Other volumes

  1. Brain Informatics

Keywords

About this book

This book constitutes the refereed proceedings of the 13th International Conference on Brain Informatics, BI 2020, held in Padua, Italy, in September 2020. The conference was held virtually due to the COVID-19 pandemic.

The 33 full papers were carefully reviewed and selected from 57 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.

Editors and Affiliations

  • Nottingham Trent University, Nottingham, UK

    Mufti Mahmud

  • University of Padua, Padua, Italy

    Stefano Vassanelli

  • Jahangirnagar University, Dhaka, Bangladesh

    M. Shamim Kaiser

  • Maebashi Institute of Technology, Maebashi, Japan

    Ning Zhong

Bibliographic Information

Publish with us

Policies and ethics

Back to top

Search

Navigation