Brain Computer Interfacing Book

Brain Computer Interfacing


  • Author : Rajesh P. N. Rao
  • Publisher : Cambridge University Press
  • Release Date : 2013-09-30
  • Genre: Computers
  • Pages : 337
  • ISBN 10 : 9780521769419

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Brain Computer Interfacing Excerpt :

The idea of interfacing minds with machines has long captured the human imagination. Recent advances in neuroscience and engineering are making this a reality, opening the door to restoration and augmentation of human physical and mental capabilities. Medical applications such as cochlear implants for the deaf and neurally controlled prosthetic limbs for the paralyzed are becoming almost commonplace. Brain-computer interfaces (BCIs) are also increasingly being used in security, lie detection, alertness monitoring, telepresence, gaming, education, art, and human augmentation. This introduction to the field is designed as a textbook for upper-level undergraduate and first-year graduate courses in neural engineering or brain-computer interfacing for students from a wide range of disciplines. It can also be used for self-study and as a reference by neuroscientists, computer scientists, engineers, and medical practitioners. Key features include questions and exercises in each chapter and a supporting website.

Brain Computer Interfaces Book

Brain Computer Interfaces


  • Author : Anonim
  • Publisher : Elsevier
  • Release Date : 2020-03-10
  • Genre: Medical
  • Pages : 390
  • ISBN 10 : 9780444639332

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Brain Computer Interfaces Excerpt :

Brain-Computer Interfacing, Volume 168, not only gives readers a clear understanding of what BCI science is currently offering, but also describes future expectations for restoring lost brain function in patients. In-depth technological chapters are aimed at those interested in BCI technologies and the nature of brain signals, while more comprehensive summaries are provided in the more applied chapters. Readers will be able to grasp BCI concepts, understand what needs the technologies can meet, and provide an informed opinion on BCI science. Explores how many different causes of disability have similar functional consequences (loss of mobility, communication etc.) Addresses how BCI can be of use Presents a multidisciplinary review of BCI technologies and the opportunities they provide for people in need of a new kind of prosthetic Offers a comprehensive, multidisciplinary review of BCI for researchers in neuroscience and traumatic brain injury that is also ideal for clinicians in neurology and neurosurgery

Brain Computer Interfaces Book

Brain Computer Interfaces


  • Author : Jonathan Wolpaw
  • Publisher : Oxford University Press
  • Release Date : 2012-01-24
  • Genre: Medical
  • Pages : 424
  • ISBN 10 : 9780199921485

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Brain Computer Interfaces Excerpt :

A recognizable surge in the field of Brain Computer Interface (BCI) research and development has emerged in the past two decades. This book is intended to provide an introduction to and summary of essentially all major aspects of BCI research and development. Its goal is to be a comprehensive, balanced, and coordinated presentation of the field's key principles, current practice, and future prospects.

Brain Computer Interfaces 2 Book

Brain Computer Interfaces 2


  • Author : Maureen Clerc
  • Publisher : John Wiley & Sons
  • Release Date : 2016-08-16
  • Genre: Computers
  • Pages : 364
  • ISBN 10 : 9781119347743

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Brain Computer Interfaces 2 Excerpt :

Brain–computer interfaces (BCI) are devices which measure brain activity and translate it into messages or commands, thereby opening up many possibilities for investigation and application. This book provides keys for understanding and designing these multi-disciplinary interfaces, which require many fields of expertise such as neuroscience, statistics, informatics and psychology. This second volume, Technology and Applications, is focused on the field of BCI from the perspective of its end users, such as those with disabilities to practitioners. Covering clinical applications and the field of video games, the book then goes on to explore user needs which drive the design and development of BCI. The software used for their design, primarily OpenViBE, is explained step by step, before a discussion on the use of BCI from ethical, philosophical and social perspectives. The basic notions developed in this reference book are intended to be accessible to all readers interested in BCI, whatever their background. More advanced material is also offered, for readers who want to expand their knowledge in disciplinary fields underlying BCI.

Brain Computer Interfaces Book

Brain Computer Interfaces


  • Author : Desney S. Tan
  • Publisher : Springer Science & Business Media
  • Release Date : 2010-06-10
  • Genre: Computers
  • Pages : 277
  • ISBN 10 : 9781849962728

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Brain Computer Interfaces Excerpt :

For generations, humans have fantasized about the ability to create devices that can see into a person’s mind and thoughts, or to communicate and interact with machines through thought alone. Such ideas have long captured the imagination of humankind in the form of ancient myths and modern science fiction stories. Recent advances in cognitive neuroscience and brain imaging technologies have started to turn these myths into a reality, and are providing us with the ability to interface directly with the human brain. This ability is made possible through the use of sensors that monitor physical processes within the brain which correspond with certain forms of thought. Brain-Computer Interfaces: Applying our Minds to Human-Computer Interaction broadly surveys research in the Brain-Computer Interface domain. More specifically, each chapter articulates some of the challenges and opportunities for using brain sensing in Human-Computer Interaction work, as well as applying Human-Computer Interaction solutions to brain sensing work. For researchers with little or no expertise in neuroscience or brain sensing, the book provides background information to equip them to not only appreciate the state-of-the-art, but also ideally to engage in novel research. For expert Brain-Computer Interface researchers, the book introduces ideas that can help in the quest to interpret intentional brain control and develop the ultimate input device. It challenges researchers to further explore passive brain sensing to evaluate interfaces and feed into adaptive computing systems. Most importantly, the book will connect multiple communities allowing research to leverage their work and expertise and blaze into the future.

Brain Computer Interfaces 1 Book

Brain Computer Interfaces 1


  • Author : Maureen Clerc
  • Publisher : John Wiley & Sons
  • Release Date : 2016-07-14
  • Genre: Science
  • Pages : 330
  • ISBN 10 : 9781119144984

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Brain Computer Interfaces 1 Excerpt :

Brain–computer interfaces (BCI) are devices which measure brain activity and translate it into messages or commands, thereby opening up many investigation and application possibilities. This book provides keys for understanding and designing these multi-disciplinary interfaces, which require many fields of expertise such as neuroscience, statistics, informatics and psychology. This first volume, Methods and Perspectives, presents all the basic knowledge underlying the working principles of BCI. It opens with the anatomical and physiological organization of the brain, followed by the brain activity involved in BCI, and following with information extraction, which involves signal processing and machine learning methods. BCI usage is then described, from the angle of human learning and human-machine interfaces. The basic notions developed in this reference book are intended to be accessible to all readers interested in BCI, whatever their background. More advanced material is also offered, for readers who want to expand their knowledge in disciplinary fields underlying BCI. This first volume will be followed by a second volume, entitled Technology and Applications

Deep Learning For Eeg based Brain computer Interfaces  Representations  Algorithms And Applications Book

Deep Learning For Eeg based Brain computer Interfaces Representations Algorithms And Applications


  • Author : Xiang Zhang
  • Publisher : World Scientific
  • Release Date : 2021-09-14
  • Genre: Computers
  • Pages : 296
  • ISBN 10 : 9781786349606

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Deep Learning For Eeg based Brain computer Interfaces Representations Algorithms And Applications Excerpt :

Deep Learning for EEG-Based Brain-Computer Interfaces is an exciting book that describes how emerging deep learning improves the future development of Brain-Computer Interfaces (BCI) in terms of representations, algorithms and applications. BCI bridges humanity's neural world and the physical world by decoding an individuals' brain signals into commands recognizable by computer devices.This book presents a highly comprehensive summary of commonly-used brain signals; a systematic introduction of around 12 subcategories of deep learning models; a mind-expanding summary of 200+ state-of-the-art studies adopting deep learning in BCI areas; an overview of a number of BCI applications and how deep learning contributes, along with 31 public BCI data sets. The authors also introduce a set of novel deep learning algorithms aimed at current BCI challenges such as robust representation learning, cross-scenario classification, and semi-supervised learning. Various real-world deep learning-based BCI applications are proposed and some prototypes are presented. The work contained within proposes effective and efficient models which will provide inspiration for people in academia and industry who work on BCI.

Brain   Computer Interfaces Handbook Book

Brain Computer Interfaces Handbook


  • Author : Chang S. Nam
  • Publisher : CRC Press
  • Release Date : 2018-01-10
  • Genre: Computers
  • Pages : 788
  • ISBN 10 : 9781351231930

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Brain Computer Interfaces Handbook Excerpt :

This handbook is a valuable resource to anyone involved with improvement of people's lives by replacing, restoring, supplementing and improving motor action, and understanding the neural bases of such functions. While there are several other resources available, there is no handbook such as this one. This handbook addresses the recent and rapid changes in the field of braincomputer interfaces (BCIs). Due to these changes interest in BCI has grown enormously, including interest from computer science researchers with a background in computational intelligence, human-computer interaction, and researchers in entertainment technology.

Smart Wheelchairs and Brain computer Interfaces Book

Smart Wheelchairs and Brain computer Interfaces


  • Author : Pablo Diez
  • Publisher : Academic Press
  • Release Date : 2018-05-29
  • Genre: Technology & Engineering
  • Pages : 492
  • ISBN 10 : 9780128128930

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Smart Wheelchairs and Brain computer Interfaces Excerpt :

Smart Wheelchairs and Brain-Computer Interfaces: Mobile Assistive Technologies combines the fields of neuroscience, rehabilitation and robotics via contributions from experts in their field to help readers develop new mobile assistive technologies. It provides information on robotics, control algorithm design for mobile robotics systems, ultrasonic and laser sensors for measurement and trajectory planning, and is ideal for researchers in BCI. A full view of this new field is presented, giving readers the current research in the field of smart wheelchairs, potential control mechanisms and human interfaces that covers mobility, particularly powered mobility, smart wheelchairs, particularly sensors, control mechanisms, and human interfaces. Presents the first book that combines BCI and mobile robotics Focuses on fundamentals and developments in assistive robotic devices which are commanded by alternative ways, such as the brain Provides an overview of the technologies that are already available to support research and the development of new products

Towards Practical Brain Computer Interfaces Book

Towards Practical Brain Computer Interfaces


  • Author : Brendan Z. Allison
  • Publisher : Springer Science & Business Media
  • Release Date : 2012-08-21
  • Genre: Technology & Engineering
  • Pages : 412
  • ISBN 10 : 9783642297465

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Towards Practical Brain Computer Interfaces Excerpt :

Brain-computer interfaces (BCIs) are devices that enable people to communicate via thought alone. Brain signals can be directly translated into messages or commands. Until recently, these devices were used primarily to help people who could not move. However, BCIs are now becoming practical tools for a wide variety of people, in many different situations. What will BCIs in the future be like? Who will use them, and why? This book, written by many of the top BCI researchers and developers, reviews the latest progress in the different components of BCIs. Chapters also discuss practical issues in an emerging BCI enabled community. The book is intended both for professionals and for interested laypeople who are not experts in BCI research.

Brain Computer Interface Systems Book

Brain Computer Interface Systems


  • Author : Reza Fazel-Rezai
  • Publisher : BoD – Books on Demand
  • Release Date : 2013-06-05
  • Genre: Computers
  • Pages : 280
  • ISBN 10 : 9789535111344

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Brain Computer Interface Systems Excerpt :

Brain-Computer Interface (BCI) systems allow communication based on a direct electronic interface which conveys messages and commands directly from the human brain to a computer. In the recent years, attention to this new area of research and the number of publications discussing different paradigms, methods, signal processing algorithms, and applications have been increased dramatically. The objective of this book is to discuss recent progress and future prospects of BCI systems. The topics discussed in this book are: important issues concerning end-users; approaches to interconnect a BCI system with one or more applications; several advanced signal processing methods (i.e., adaptive network fuzzy inference systems, Bayesian sequential learning, fractal features and neural networks, autoregressive models of wavelet bases, hidden Markov models, equivalent current dipole source localization, and independent component analysis); review of hybrid and wireless techniques used in BCI systems; and applications of BCI systems in epilepsy treatment and emotion detections.

Brain Computer Interfaces Book

Brain Computer Interfaces


  • Author : Bernhard Graimann
  • Publisher : Springer Science & Business Media
  • Release Date : 2010-10-29
  • Genre: Medical
  • Pages : 393
  • ISBN 10 : 9783642020919

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Brain Computer Interfaces Excerpt :

A brain-computer interface (BCI) establishes a direct output channel between the human brain and external devices. BCIs infer user intent via direct measures of brain activity and thus enable communication and control without movement. This book, authored by experts in the field, provides an accessible introduction to the neurophysiological and signal-processing background required for BCI, presents state-of-the-art non-invasive and invasive approaches, gives an overview of current hardware and software solutions, and reviews the most interesting as well as new, emerging BCI applications. The book is intended not only for students and young researchers, but also for newcomers and other readers from diverse backgrounds keen to learn about this vital scientific endeavour.

Brain Computer Interfaces Book

Brain Computer Interfaces


  • Author : Aboul Ella Hassanien
  • Publisher : Springer
  • Release Date : 2014-11-01
  • Genre: Technology & Engineering
  • Pages : 416
  • ISBN 10 : 9783319109787

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Brain Computer Interfaces Excerpt :

The success of a BCI system depends as much on the system itself as on the user’s ability to produce distinctive EEG activity. BCI systems can be divided into two groups according to the placement of the electrodes used to detect and measure neurons firing in the brain. These groups are: invasive systems, electrodes are inserted directly into the cortex are used for single cell or multi unit recording, and electrocorticography (EcoG), electrodes are placed on the surface of the cortex (or dura); noninvasive systems, they are placed on the scalp and use electroencephalography (EEG) or magnetoencephalography (MEG) to detect neuron activity. The book is basically divided into three parts. The first part of the book covers the basic concepts and overviews of Brain Computer Interface. The second part describes new theoretical developments of BCI systems. The third part covers views on real applications of BCI systems.

Toward Brain computer Interfacing Book
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Toward Brain computer Interfacing


  • Author : Guido Dornhege
  • Publisher : MIT Press
  • Release Date : 2007
  • Genre: Computers
  • Pages : 507
  • ISBN 10 : 9780262042444

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Toward Brain computer Interfacing Excerpt :

The latest research in the development of technologies that will allow humans tocommunicate, using brain signals only, with computers, wheelchairs, prostheses, and otherdevices.