This study examines the relationship between mental workload and the cognitive control implemented in multitasking activity. A MATB-II experiment was conducted to simulate different conditions of multitasking demand, and to collect the behavioral and physiological activities of 17 participants. The results show that implementation of different modes of cognitive control can be detected with physiological indicators, and that cognitive control could be seen as a moderator of the effect of mental stress (task demand) upon mental strain (physiological responses).
Monitoring mental workload by EEG during a game in Virtual Reality
在活动期间，了解用户的心理工作负荷（MWL）允许改善人机交互（HMI）。事实上，MWL对个人及其与环境的互动产生影响。因此，监测是一个至关重要的问题。在这种情况下，我们创建了基于N-back任务（通常用于测量MWL）的虚拟游戏Back to Pizza。在这个更有趣的变体中，用户必须执行比萨食品卡车的客户的订单。这是一个互动游戏，涉及IHM'23会议的观众，选择几个参数，如成分的数量。在此体验期间，目标是通过脑电图（EEG）实时的测量MWL，并向观众提供MWL水平的视觉反馈。通过这个演示，我们提出了一个虚拟互动游戏的概念，测量MWL在实时的。
Modified TSception for Analyzing Driver Drowsiness and Mental Workload from EEG
Department of Computer Science and Engineering, Indian Institute of Technology, Roorkee, Uttarakhand, 247667, India（计算机科学与工程系，印度理工学院，罗尔基，乌塔兰德，印度）；Department of Computer Science and Engineering, OP Jindal University, Raigarh, Chhattisgarh, 496109, India（计算机科学与工程系，OP金达尔大学，拉里加，恰特内格尔，印度）；Department of Computer Science, Electrical and Space Engineering, Luleå Tekniska Universitet, Luleå, 97187, Sweden（计算机科学、电气与航天工程系，卢勒奥技术大学，卢勒奥，瑞典）；Department of Computer Science and Engineering, Indian Institute of Technology, Dhanbad, Jharkhand, 826007, India（计算机科学与工程系，印度理工学院，丹巴德，贾坎德，印度）
Unraveling the Connection: How Cognitive Workload Shapes Intent Recognition in Robot-Assisted Surgery
Cognitive Assistants（认知助手）；German Research Center for Artificial Intelligence (DFKI)（德国人工智能研究中心）；Saarland Informatics Campus, Saarbrucken, Germany（萨尔布吕肯德国信息学校区）
Decoding Workload and Agreement From EEG During Spoken Dialogue With Conversational AI
Chair of Neuroadaptive Human--Computer Interaction（神经适应性人机交互教授席位）；Brandenburg Technical University Cottbus--Senftenberg（勃兰登堡技术大学库滕堡-森芬根堡分校）；Auryal GmbH（Auryal公司）；Cottbus, Germany（库滕堡，德国）
Fine-Tuning Large Language Models Using EEG Microstate Features for Mental Workload Assessment
School of Computer Science, Technological University Dublin, Dublin, Ireland（计算机科学学院，都柏林技术大学，都柏林，爱尔兰）；Artificial Intelligence and Cognitive Load Lab, Applied Intelligence Research Centre, School of Computer Science, Technological University Dublin, Dublin, Ireland（人工智能与认知负荷实验室，应用智能研究中心，计算机科学学院，都柏林技术大学，都柏林，爱尔兰）
Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality
University of Colorado Boulder（科罗拉多大学博尔德分校）；Colorado State University（科罗拉多州立大学）；Montana State University（蒙大拿州立大学）；University of Northern Colorado（北科罗拉多大学）
Neural Signatures Within and Between Chess Puzzle Solving and Standard Cognitive Tasks for Brain-Computer Interfaces: A Low-Cost Electroencephalography Study
