Brain informatics : 18th International Conference, BI 2025, Bari, Italy, November 11-13, 2025, Proceedings. Part I / Angela Lombardi, Elvira Brattico, Shuqiang Wang, Hongzhi Kuai, editors

Format:

Book

Conference/Event

Contributor:

Lombardi, Angela (Of Politecnico di Bari), editor.

Brattico, Elvira, editor.

Wang, Shuqiang (Of Zhongguo ke xue yuan), editor.

Kuai, Hongzhi, editor.

Conference Name:

International Conference on Brain Informatics (2025 : Bari, Italy)

Series:

Lecture notes in computer science ; 16347.

Lecture notes in computer science. Lecture notes in artificial intelligence

Lecture notes in computer science ; 16347

Lecture notes in artificial intelligence

Language:

English

Subjects (All):

Neural networks (Computer science)--Congresses.

Neural networks (Computer science).

Brain--Physiology--Congresses.

Brain.

Computer science--Congresses.

Computer science.

Human information processing--Congresses.

Human information processing.

Brain--Physiology.

Genre:

Conference papers and proceedings

Physical Description:

1 online resource : illustrations

Other Title:

BI 2025

Place of Publication:

Singapore : Springer, [2026]

Summary:

"This book constitutes the proceedings of the 18th International Conference on Brain Informatics, BI 2025, which was held in Bari, Italy, during December 11-13, 2025. The 45 full papers included in this book were carefully reviewed and selected from 129 submissions. They were organized in topical sections as follows: 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; Brain-Machine Intelligence and Brain-Inspired Computing; Brain Informatics 2025 Workshop on Web Intelligence meets Brain Informatics; The 4th Workshop on Environmental Adaptation and Mental Health; The International Workshop on Brain Information Mechanisms in Special Populations; The International Workshop on Neural Data Analysis for Brain-Computer Interfaces and Brain Disorders; The Special Session on Spatio-Temporal Brain Data Modelling: New Approaches to Understanding Brain Dynamics"-- Springer Nature Link

Contents:

Assessment of memory recall and cognitive health using large language models / Nikita Gautam, George Durrett, Doina Caragea, and Heather Bailey

Dynamic graphs analysis of EEG / Mohamed Radwan, Pedro G. Lind, and Anis Yazidi

Time aligned sliding graph embeddings for dynamic time series analysis / Alex Romanova

Hemispheric differences in local morphology of functional networks during visual word recognition : evidence from multiple AAL atlases / Xiaofei Zhang and Xiang He

Modeling the adaptive role of environmental influences and epigenetics on seasonal affective disorder / Koen Woortman, Enrico Yang, Zerrin Isik, and Jan Treur

An adaptive network model of Cotard’s delusion : mapping nihilistic beliefs across neurobiological levels / Gabriele Acquaroli, Anish Autar, Sophie C. F. Hendrikse, and Jan Treur

What song am I thinking of? Temporal generalization of EEG during music imagery / Pex Tufvesson

Emotion recognition across wakefulness and sleep using high-density EEG and machine learning techniques / Luis Alfredo Moctezuma, Felix Ipanaque, Yurina Suzuki, Marta Molinas, and Takashi Abe

Optimizing EEGNet for code-modulated visual evoked potential classification / Hazar Zilelioglu, Alexandre Delaux, Julien Carponcy, Alix Gouret, and Solène Le Bars

Season-dependent variations in behavioral patterns of freely moving rats, revealed by computer vision / Ilya Kovalenko, Eugenia Ahremenko, Alexandr Andreev, Danila Apushkin, Yuri I. Sysoev, Veronika A. Prikhodko, Sergey Okovitiy, Marina Barulina, and Eduard Korkotian

Epigenetic influence in Tourette syndrome : a higher-order adaptive network modeling approach / Ilham El Idrissi, Jan Treur, and Sophie C. F. Hendrikse

UltraDfeGAN : detail-enhancing generative adversarial networks for high-fidelity functional ultrasound synthesis / Zhuo Li, Xuhang Chen, Shuqiang Wang, Bin Yuan, Nou Sotheany, and Ngeth Rithea

Graph-based personalized medication recommendation using EHR and drug molecular representations / Fangjing, Quan Xuanrui, Xu Hongxia, and Yan Jianzhuo

EEG-driven music generation with latent discrete diffusion models / Hiromu Fukumoto and Toshiaki Omori

EEGScope : a framework for the real time acquisition, processing, sonification and analysis of EEG data / Tommaso Colafiglio, Angela Lombardi, Domenico Lofù, Paolo Sorino, Fedelucio Narducci, and Tommaso Di Noia

Advancing assistive BCIs : ensemble learning for robust RGB-evoked EEG classification in complex visual paradigms / Vegard Omsland, Paal Urdahl, Christopher Chen, Andres Soler, and Marta Molinas

TS-P2CL : plug-and-play dual contrastive learning for vision-guided medical time series classification / Qi’ao Xu, Pengfei Wang, Bo Zhong, Tianwen Qian, Xiaoling Wang, Ye Wang, and Hong Yu

Neighbourhood-clipped latent space of VAEs with spatially preserved EEG topographic maps for ocular artefact reduction / Taufique Ahmed and Luca Longo

A graph neural network approach to study the human connectome in male individuals with autism spectrum disorders / Giuseppe Antonio Motisi, Francesca Lizzi, Francesca Mainas, Gianmarco Tiddia, Sara Calderoni, Piernicola Oliva, and Alessandra Retico

AlzViTGNet : a hybrid vision transformer and graph convolutional network framework for multiclass Alzheimer’s disease classification from MRI images / Amisha Kumari, Niha Kamal Basha, Noushath Shaffi, Vimbi Viswan, and Mufti Mahmud

Interpretable MRI-based biomarkers for Alzheimer’s disease classification / H. M. Ali Bhatti, Thomas Borsani, Andrea Rosani, and Giuseppe Di Fatta

A multimodal deep learning system for Alzheimer’s disease detection with automated clinical feature selection / Md. Siyamul Islam, Md. Mahfuzur Rahman, and Mufti Mahmud

Exploring cross-modality fusion of neuroimaging and handwriting biomarkers in Parkinson’s disease / Reyhan Zeynep Pek, Sleiman Alhajj, Deniz Bestepe, Tansel Özyer, Ali T. Zirh, M. Kemal Ozdemir, and Reda Alhajj

Interpretable machine learning for Parkinson’s disease : biomarker-based comparison of EBM and GAMI-Net / Chiara Camastra, Fabiana Novellino, Assunta Pelagi, Gioele Maria Pullano, Andrea Quattrone, and Alessia Sarica

Frequency bands EEG biomarkers for dementia using graph neural networks / Mohamed Radwan, Pedro G. Lind, and Anis Yazidi

Brain-inspired fractional convolution for pathological image classification / Lihua Gu, Qun Liu, and Guoyin Wang

BrainForm : a serious game for BCI training and data collection / Michele Romani, Devis Zanoni, Elisabetta Farella, and Luca Turchet

EEG-DBNet : a dual-branch network for temporal-spectral decoding in motor-imagery brain-computer interfaces / Xicheng Lou, Xinwei Li, Hongying Meng, and Zhangyong Li

YANA : bridging the neuromorphic simulation-to-hardware gap / Brian Pachideh, Sven Nitzsche, Moritz Neher, Jann Krausse, Carmen Weigelt, Klaus Knobloch, Victor P. Betancourt, and Juergen Becker

Adjusting classical BCI paradigms parameters to optimize performance with a wearable dry-electrode EEG device : towards operational conditions / Lucas Benoit, Giulia Lioi, Yassine El Ouahidi, Nicolas Farrugia, Jérémie Mattout, Emmanuel Maby, Clément Bougard, and Julien Dauguet

SimBRAge : a framework for region-level morphometric simulation for what-if brain age analysis / Angela Lombardi, Carmelo Ardito, Eugenio Di Sciascio, and Tommaso Di Noia

Notes:

Includes bibliographical references and index

Online resource; title from PDF title page (SpringerLink, viewed July 7, 2026).

Other Format:

Print version International Conference on Brain Informatics (2025 : Bari, Italy) Brain informatics

ISBN:

9789819595754

9819595754

OCLC:

1602485323

Access Restriction:

Restricted for use by site license