Principles of Brain Dynamics - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Principles of Brain Dynamics write by Mikhail I. Rabinovich. This book was released on 2012-07-06. Principles of Brain Dynamics available in PDF, EPUB and Kindle. Experimental and theoretical approaches to global brain dynamics that draw on the latest research in the field. The consideration of time or dynamics is fundamental for all aspects of mental activity—perception, cognition, and emotion—because the main feature of brain activity is the continuous change of the underlying brain states even in a constant environment. The application of nonlinear dynamics to the study of brain activity began to flourish in the 1990s when combined with empirical observations from modern morphological and physiological observations. This book offers perspectives on brain dynamics that draw on the latest advances in research in the field. It includes contributions from both theoreticians and experimentalists, offering an eclectic treatment of fundamental issues. Topics addressed range from experimental and computational approaches to transient brain dynamics to the free-energy principle as a global brain theory. The book concludes with a short but rigorous guide to modern nonlinear dynamics and their application to neural dynamics.
Principles of Brain Dynamics
Principles of Brain Dynamics - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Principles of Brain Dynamics write by Mikhail I. Rabinovich. This book was released on 2023-12-05. Principles of Brain Dynamics available in PDF, EPUB and Kindle. Experimental and theoretical approaches to global brain dynamics that draw on the latest research in the field. The consideration of time or dynamics is fundamental for all aspects of mental activity—perception, cognition, and emotion—because the main feature of brain activity is the continuous change of the underlying brain states even in a constant environment. The application of nonlinear dynamics to the study of brain activity began to flourish in the 1990s when combined with empirical observations from modern morphological and physiological observations. This book offers perspectives on brain dynamics that draw on the latest advances in research in the field. It includes contributions from both theoreticians and experimentalists, offering an eclectic treatment of fundamental issues. Topics addressed range from experimental and computational approaches to transient brain dynamics to the free-energy principle as a global brain theory. The book concludes with a short but rigorous guide to modern nonlinear dynamics and their application to neural dynamics.
Principles of Neurodynamics
Principles of Neurodynamics - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Principles of Neurodynamics write by Frank Rosenblatt. This book was released on 1962. Principles of Neurodynamics available in PDF, EPUB and Kindle. Part I attempts to review the background, basic sources of data, concepts, and methodology to be employed in the study of perceptrons. In Chapter 2, a brief review of the main alternative approaches to the development of brain models is presented. Chapter 3 considers the physiological and psychological criteria for a suitable model, and attempts to evaluate the empirical evidence which is available on several important issues. Chapter 4 contains basic definitions and some of the notation to be used in later sections are presented. Parts II and III are devoted to a summary of the established theoretical results obtained to date. Part II (Chapters 5 through 14) deals with the theory of three-layer series-coupled perceptrons, on which most work has been done to date. Part III (Chapters 15 through 20) deals with the theory of multi-layer and cross-coupled perceptrons. Part IV is concerned with more speculative models and problems for future analysis. Of necessity, the final chapters become increasingly heuristic in character, as the theory of perceptrons is not yet complete, and new possibilities are continually coming to light. (Author).
The Noisy Brain
The Noisy Brain - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook The Noisy Brain write by Edmund T. Rolls. This book was released on 2010-01-28. The Noisy Brain available in PDF, EPUB and Kindle. The activity of neurons in the brain is noisy in that the neuronal firing times are random for a given mean rate. The Noisy Brain shows that this is fundamental to understanding many aspects of brain function, including probabilistic decision-making, perception, memory recall, short-term memory, attention, and even creativity. There are many applications too of this understanding, to for example memory and attentional disorders, aging, schizophrenia, and obsessive-compulsive disorder.
Event-Related Dynamics of Brain Oscillations
Event-Related Dynamics of Brain Oscillations - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Event-Related Dynamics of Brain Oscillations write by Christa Neuper. This book was released on 2006-12-03. Event-Related Dynamics of Brain Oscillations available in PDF, EPUB and Kindle. Research on brain oscillations and event-related electroencephalography (EEG) and event-related (de-) synchronization (ERD/ERS) in particular became a rapidly growing field in the last decades. A large number of laboratories worldwide are using ERD/ERS to study cognitive and motor brain function and the importance of this tool in neurocognitive research is widely recognized. This book is a summary of the most current research, methods, and applications of the study of event-related dynamics of brain oscillations. Facing the rapid progress in this field, it brings together, on the one side, fundamental questions of the underlying events, which still remain to be clarified and, on the other side, some of the most significant novel findings, which point to the key topics for future research. In particular, the chapters of this volume cover the neurophysiological fundamentals and models (Section I), new methodological approaches (Section II), current ERD research related to cognitive (Section III) and sensorimotor brain function (Section IV), invasive approaches and clinical applications (Section V), and novel developments of EEG-based brain-computer interfaces and neurofeedback (Section IV).
