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ORCID17th Brain Informatics 2024: Bangkok, Thailand - Part I
- Sirawaj Itthipuripat
, Giorgio A. Ascoli, Anan Li, Narun Pat, Hongzhi Kuai:
Brain Informatics - 17th International Conference, BI 2024, Bangkok, Thailand, December 13-15, 2024, Proceedings, Part I. Lecture Notes in Computer Science 15541, Springer 2025, ISBN 978-981-96-3293-0
Cognitive and Computational Foundations of Brain Science
- Karl Marrett, Keivan Moradi, Chris Sin Park, Ming Yan, Chris Choi, Muye Zhu, Masood Akram, Sumit Nanda, Qing Xue, Hyun-Seung Mun, Adriana E. Gutierrez, Mitchell Rudd, Brian Zingg, Gabrielle Magat, Kathleen Wijaya, Hongwei Dong, X. William Yang, Jason Cong:
Gossamer: Scaling Image Processing and Reconstruction to Whole Brains. 3-19 - Mark Makarov, Alexandr Andreev, Danila Apushkin, Yuri I. Sysoev, Veronika A. Prikhodko, Sergey V. Okovityi, Eduard Korkotian:
Comparison of Haloperidol- Versus Phenazepam- Induced Anxiolytic Effect on Rodent Behavior. 20-34 - Tsvetalin Totev, Nadejda Bocheva, Kalina Racheva:
Effect of Temporal Correlation on Motion Direction Flips in Bistable Stimuli. 35-46 - Amrita Mukherjee, Avijit Paul, Ratan K. Saha, Kuntal Ghosh:
Unveiling the Role of Memory in Shaping Visual Perception: Empirical Insights. 47-58 - Haiming Li, Linjin Wang, Jiangtao He, Xinwei Li:
An Auxiliary Diagnosis Method for Mild Cognitive Impairment Based on Structural Magnetic Resonance Image. 59-68 - Ethel Pruss, Nancy Fortin, Jan Treur, Sander L. Koole:
The Role of Executive Functions in Emotional Coregulation: Insights from an Adaptive Network Model. 69-80 - Yu Chen, Yingwei Fan, Xiaoying Tang, Jian Zhang, Tianyi Yan, Jinglong Wu:
Identification and Evaluation of Multimodal Connectomics in Early Alzheimer's Dementia. 81-93
Investigations of Human Information Processing Systems
- Guoyu Zuo, Erjun Xiao, Tielin Zhang:
Multiscale Temporal-Convolution and Attention Improved Neural Network for Biased Mental State Recognition. 97-109 - Duc Thien Pham, Roman Moucek:
Sleep Apnea Detection from Single-Lead ECG Signal Using Hybrid Deep CNN. 110-120 - Mathieu Brideau-Duquette, Sara Saint-Pierre Côté, Philippe Charbonneau, Patrice Renaud:
When Sexy Avatars Get Weird: How Brain Asymmetry and Oculomotor Dynamics Navigate the Uncanny. 121-139 - Sirapakit Limtragooltongchai, Kawin Yamtuan, Javier O. Gracia, Chaipat Chunharas, Ramesh Sriravanasan, Thitaporn Chaisilprungraung, Sirawaj Itthipuripat:
Developing a Multi-site Hyperscanning Procedure for Investigating Interbrain Synchrony Underlying Remote Social Interaction. 140-150 - Yu Cao, Hongzhi Kuai, Bixin Wang, Fengmei Fan, Guanqiao Peng, Ning Zhong:
Dual-Structural Representation Learning with Attention-Based Graph Fusion for Hierarchical MCI-AD Diagnosis. 151-163 - Zohreh Doborjeh, Daniel lavin, Kirsty Hunter, Nadja Heym, Bryony Heasman, Maryam Doborjeh, Nikola K. Kasabov, Glen Gibson, Alexander Sumich:
Neurocomputational Modelling of EEG Connectivity: Links Between Depression, Inflammation, and Gut-Microbiome. 164-178
Brain Big Data Analytics, Curation and Management
- Aditi R. Durge, Deepti D. Shrimankar, Sony K. Ahuja:
Design of an Iterative Method for Integrating Multi-omic Data and Clinical Insights in Brain Disease Research. 181-193 - Wei Liu, Kebin Jia, Zhonghua Sun, Jinchao Feng, Xiaohu Zhao:
Multimodal Physiological Signal Analysis Using Attention-Based Feature and Model Fusion. 194-203 - Yuzhe Chen, Dayu Qin, Ercan Engin Kuruoglu:
Topological and Graph Theoretical Analysis of Dynamic Functional Connectivity for Autism Spectrum Disorder. 204-216 - Li Luo, Rishikesh V. Phatangare, James Z. Wang, Kenneth I. Vaden Jr., Mark A. Eckert:
Deep Learning Methods to Evaluate Privacy and Quality of Skull-Stripped Brain Images. 217-227 - Jian Yin, Duc Anh Doan, Sofia Kollia, Andrew I. Yang, Pavan Turaga, Yuan Wang:
Topological Inference for Seizure Lateralization. 228-240 - Mejbah Ahammad, Md. Ashraful Babu, Md. Mortuza Ahmmed, M. Mostafizur Rahman, Mufti Mahmud:
Explainable Gated Recurrent Unit with Hybrid Attention and Memory-Augmented Network for Cell Types Classification in Alzheimer's Disease Using Single-Nucleus Transcriptomics. 241-255 - Giuseppe Fasano, Maria Luigia Natalia De Bonis, Angela Lombardi, Carmelo Ardito, Eugenio Di Sciascio, Tommaso Di Noia:
BRAINEX: A Systematic Framework for CNN Models Evaluation and XAI Methods Comparison in Brain Age Prediction. 256-269 - Avijit Paul, Amrita Mukherjee, Kuntal Ghosh:
Replication of the Hermann Grid Illusion by U-Net Deep Learning Architecture Performing Deblurring: A Low-Level Visual Task. 270-281 - Yabo Li, Xiaoli Qi, Liya Ding:
SmartStitcher: A Terabyte-Level 3D Microscopic Image Stitching Tool Based on Mixed-Max-Resolution. 282-296
Informatics Paradigms for Brain and Mental Health Research
- Tina Zeilner, Andreas Uphaus, Bodo Vogt:
A Comparison of ANN-Optimization and Logistic Regression? - An Example of the Acceptance of EEG Devices. 299-311 - Sarah Hassouna, Jan Treur, Sophie C. F. Hendrikse:
The Dynamics of Epigenetic Influence in Insomnia: A Higher-Order Adaptive Modeling Perspective. 312-325 - Bana Al Khayrat, Jan Treur:
Higher-Order Adaptive Dynamical System Modeling for the Role of Environmental Neurotoxic Pesticide Paraquat on the Epigenetics of Neurodegeneration in N27 Dopaminergic Cells. 326-337 - Shahriar Siddique Ayon, Muhammad Ebrahim Hossain, Md. Saef Ullah Miah, M. Mostafizur Rahman, Mufti Mahmud:
Advancing Mental Health Problems with Machine Learning and Genetic Algorithms for Anxiety Classification in Bangladeshi University Students. 338-350 - René Lehmann, Bodo Vogt:
Empirical Insights into the Value of a Novel Compositional Data Approach for Analyzing Bipolar Likert Scale Data. 351-361 - Paulino Salmon, Jaymar Soriano:
From Alzheimer's Disease to Frontotemporal Dementia: Transfer Learning in EEG-Based Diagnosis of Dementia. 362-371
Brain-Machine Intelligence and Brain-Inspired Computing
- Yan Xian, Hong Yu, Ye Wang, Guoyin Wang:
A Novel Class Incremental Learning Method via Multi-granularity Balance Inspired by Human Granular Cognition Mechanism. 375-387 - Gabriele Mancini, Pablo Martínez-Cañada, Stefano Panzeri:
A Computational Model for Estimating NMDA Properties from Local Field Potential Spectra. 388-401 - Zeki Doruk Erden, Boi Faltings:
Modelleyen: Continual Learning and Planning via Structured Modelling of Environment Dynamics. 402-413 - Suparach Intarasopa, Bawornsak Sakulkueakulsuk, Thitaporn Chaisilprungraung:
Evaluating the Potential of Low-Cost BCI Devices for Online Classification of Four-Class Motor Imagery States. 414-425 - Oussama Sabri, Luc Lehéricy, Alexandre Muzy:
Gradient Ascent Activity-Based Credit Assignment with History-Dependent Reward. 426-439 - Wlodzislaw Duch, Krzysztof Tolpa, Lukasz Furman, Ewa Ratajczak:
EEG Biomarkers Based on Microstates and RQA. 440-451 - Alessandro Sandron, Alejandro Orozco Valero, Juan Miguel García, Gabriele Mancini, Francisco J. Pelayo, Christian A. Morillas, Stefano Panzeri, Pablo Martínez-Cañada:
Evaluating Feature Importance in the Context of Simulation-Based Inference for Cortical Circuit Parameter Estimation. 452-463
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