Skip to main content
Springer Nature Link
Account

Brain Informatics

15th International Conference, BI 2022, Padua, Italy, July 15–17, 2022, Proceedings

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Mufti Mahmud

    1. Nottingham Trent University, Nottingham, UK

  2. Jing He

    1. University of Oxford, Oxford, UK

  3. Stefano Vassanelli

    1. University of Padua, Padua, Italy

  4. André van Zundert

    1. University of Queensland, Brisbane, Australia

  5. Ning Zhong

    1. Maebashi Institute of Technology, Maebashi, Japan

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13406)

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

Included in the following conference series:

Conference proceedings info: BI 2022.

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 64.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 84.99
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

About this book

This book constitutes the refereed proceedings of the 15th International Conference on Brain Informatics, BI 2022, held as hybrid event in Padua, Italy (in person) and Queensland, Australia (online) in July 2022.

The 29 papers were selected from 65 submissions and the main theme of BI 2022 is Brain Science meets Artificial Intelligence with respect to the five tracks: Cognitive and computational foundations of brain science; 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.

Similar content being viewed by others

Explore related subjects

Discover the latest articles, books and news in related subjects.

Table of contents (30 papers)

  1. Front Matter

    Pages i-xii
    Download chapter PDF

  2. Cognitive and Computational Foundations of Brain Science

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Estimating the Temporal Evolution of Synaptic Weights from Dynamic Functional Connectivity

      • Marco Celotto, Stefan Lemke, Stefano Panzeri
      Pages 3-14

    3. From Concrete to Abstract Rules: A Computational Sketch

      • Snigdha Dagar, Frederic Alexandre, Nicolas Rougier
      Pages 15-26

    4. Detection of Healthy and Unhealthy Brain States from Local Field Potentials Using Machine Learning

      • Marcos I. Fabietti, Mufti Mahmud, Ahmad Lotfi, Alessandro Leparulo, Roberto Fontana, Stefano Vassanelli et al.
      Pages 27-39

    5. COSLETS: Recognition of Emotions Based on EEG Signals

      • R. Narendra, M. Suresha, V. N. Manjunatha Aradhya
      Pages 40-49

    6. Influences of Social Learning in Individual Perception and Decision Making in People with Autism: A Computational Approach

      • Tanu Wadhera, Mufti Mahmud
      Pages 50-61

  3. Investigations of Human Information Processing Systems

    1. Front Matter

      Pages 63-63
      Download chapter PDF

    2. Analysis of Alpha Band Decomposition in Different Level-k Scenarios with Semantic Processing

      • Dor Mizrahi, Inon Zuckerman, Ilan Laufer
      Pages 65-73

    3. Toward the Study of the Neural-Underpinnings of Dyslexia During Final-Phoneme Elision: A Machine Learning Approach

      • Christoforos Christoforou, Timothy C. Papadopoulos, Maria Theodorou
      Pages 74-85

    4. Root-Cause Analysis of Activation Cascade Differences in Brain Networks

      • Qihang Yao, Manoj Chandrasekaran, Constantine Dovrolis
      Pages 86-98

    5. Unstructured Categorization with Probabilistic Feedback: Learning Accuracy Versus Response Time

      • Bilyana Genova, Nadejda Bocheva, Miroslava Stefanova
      Pages 99-113

  4. Brain Big Data Analytics, Curation and Management

    1. Front Matter

      Pages 115-115
      Download chapter PDF

    2. Optimizing Measures of Information Encoding in Astrocytic Calcium Signals

      • Jacopo Bonato, Sebastiano Curreli, Tommaso Fellin, Stefano Panzeri
      Pages 117-128

    3. Introducing the Rank-Biased Overlap as Similarity Measure for Feature Importance in Explainable Machine Learning: A Case Study on Parkinson’s Disease

      • Alessia Sarica, Andrea Quattrone, Aldo Quattrone
      Pages 129-139

    4. Prediction of Neuropsychological Scores from Functional Connectivity Matrices Using Deep Autoencoders

      • Delfina Irarte, Alberto Testolin, Michele De Filippo De Grazia, Marco Zorzi
      Pages 140-151

    5. Classifying EEG Signals of Mind-Wandering Across Different Styles of Meditation

      • Shivam Chaudhary, Pankaj Pandey, Krishna Prasad Miyapuram, Derek Lomas
      Pages 152-163

    6. Feature Fusion-Based Capsule Network for Cross-Subject Mental Workload Classification

      • Yinhu Yu, Junhua Li
      Pages 164-174

    7. Brain Source Reconstruction Solution Quality Assessment with Spatial Graph Frequency Features

      • Meng Jiao, Feng Liu, Onur Asan, Roshanak Nilchiani, Xinglong Ju, Jing Xiang
      Pages 175-183

    8. Enhancing the MR Neuroimaging by Using the Deep Super-Resolution Reconstruction

      • Yu Cao, Hongzhi Kuai, Guanqiao Peng
      Pages 184-194
Back to top

Other volumes

  1. Brain Informatics

Editors and Affiliations

  • Nottingham Trent University, Nottingham, UK

    Mufti Mahmud

  • University of Oxford, Oxford, UK

    Jing He

  • University of Padua, Padua, Italy

    Stefano Vassanelli

  • University of Queensland, Brisbane, Australia

    André van Zundert

  • Maebashi Institute of Technology, Maebashi, Japan

    Ning Zhong

Accessibility Information

Accessibility information for this book is coming soon. We're working to make it available as quickly as possible. Thank you for your patience.

Bibliographic Information

Keywords

Publish with us

Policies and ethics

Back to top