Neuroadaptive Systems Theory and Applications

Broadly defined as the science and technology of systems responding to neural processes in the brain, neuroadaptive systems (NASs) has become a rapidly developing area of study. One of the first books available in this emerging area, Neuroadaptive Systems: Theory and Applications synthesizes knowledge about human behavior, cognition, neural processing, and technology and how it can be used to optimize the design, development, modeling, simulation, and applications of complex neuro-based systems. Balancing coverage of theory and applications, the book examines the general aims of NASs and how neurogenomics can be applied in training applications. It includes important results and findings gathered from approximately two decades of brain computer interaction research. But more than this, the book details the underlying rationale for using NASs compared to other kinds of human-machine systems and raises questions and concerns about budding neuro-scientific areas that gives insight into the way humans may interact with neuro-technological systems in the future. With contributions from international professionals and researchers, this book presents state-of-the-art developments in neuroscience, human factors, and brain activity measurement. Packed with models, case studies, research results, and illustrations, it discusses approaches to understanding the functions of neuronal networks, and then explores challenges and applications of neuroadaptive systems. It provides tools for future development and the theory to support it.

Section I Approaches to Understanding of the Neural Network’s FunctionsPsychological Constructs versus Neural Mechanisms: Different Perspectives for Advanced Research of Cognitive Processes and Development of Neuroadaptive TechnologiesJoanna Trzopek, Magdalena Fafrowicz, Tadeusz Marek, and Waldemar KarwowskiThe Neural Cybernetics of Executive Control and LearningPhan Luu, Don M. Tucker, and Catherine PoulsenA New Neural Framework for Adaptive and Maladaptive Behaviors in Changeable and Demanding EnvironmentsKoryna Lewandowska, Barbara Wachowicz, Ewa Beldzik, Aleksandra Domagalik, Magdalena Fafrowicz, Justyna Mojsa-Kaja, Halszka Oginska, and Tadeusz MarekObject Perception versus Target-Directed Manual ActionsGregory Króliczak, Cristiana Cavina-Pratesi, and Mary-Ellen LargeThe Neural Control of Visually Guided Eye MovementsPeter H. SchillerSleep Deprivation and Error Negativity: A Review and ReappraisalShulan HsiehSection II Neuroadaptive Systems: Challenges and ApplicationsAugmenting Human PerformanceKay M. StanneyElectroencephalographic Metrics of Workload and Learner EngagementCarryl L. Baldwin, Joseph T. Coyne, and James ChristensenBrain–Computer Interfaces: Effects on Brain Activation and BehaviorSonja C. Kleih, Steve Lukito, and Andrea KüblerNeuroadaptive Systems: Challenges and Opportunities in Creating Symbiotic Relationships between Humans and the Machines They UseJoseph V. Cohn and Tracey L. WheelerEye-Tracking Data Analysis and NeuroergonomicsHeiner Bubb and Martin WohlfarterPotential Applications of Systems Modeling Language and Systems Dynamics to Simulate and Model Complex Human Brain FunctionsWaldemar Karwowski, Tareq Z. Ahram, Chris Andrzejczak, Magdalena Fafrowicz, and Tadeusz MarekNeuroethics: Considerations for a Future Embedded with NeurotechnologyJoseph R. Keebler, Grant Taylor, Elizabeth Phillips, Scott Ososky, and Lee W. SciariniIndex

Magdalena Fafrowicz (PhD) is an assistant professor at the Institute of Applied Psychology, Department of Neuroergonomics, Jagiellonian University, Krakow, Poland. Tadeusz Marek is professor of psychology at Jagiellonian University in Krakow (Chairman of the Department of Neuroergonomics and Chair of Ergonomics & Management Psychology) and at Warsaw School of Psychology in Warsaw. Waldemar Karwowski, P.E. is Professor and Chair of the Industrial Engineering and Management Systems Department at the University of Central Florida, Orlando. He holds an M.S. (1978) in Production Engineering and Management from the Technical University of Wroclaw, Poland, and a Ph.D. (1982) in Industrial Engineering from Texas Tech University.