Brain Computer Interfacing

Brain Computer Interfacing
Author: Rajesh P. N. Rao
Publsiher: Cambridge University Press
Total Pages: 337
Release: 2013-09-30
ISBN 10: 0521769418
ISBN 13: 9780521769419
Language: EN, FR, DE, ES & NL

Brain Computer Interfacing Book Review:

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

Brain Computer Interfaces
Author: Jonathan Wolpaw,Elizabeth Winter Wolpaw
Publsiher: Oxford University Press
Total Pages: 424
Release: 2012-01-24
ISBN 10: 0199921482
ISBN 13: 9780199921485
Language: EN, FR, DE, ES & NL

Brain Computer Interfaces Book Review:

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

Brain Computer Interfaces
Author: Anonim
Publsiher: Elsevier
Total Pages: 390
Release: 2020-03-10
ISBN 10: 0444639330
ISBN 13: 9780444639332
Language: EN, FR, DE, ES & NL

Brain Computer Interfaces Book Review:

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 2

Brain Computer Interfaces 2
Author: Maureen Clerc,Laurent Bougrain,Fabien Lotte
Publsiher: John Wiley & Sons
Total Pages: 364
Release: 2016-08-16
ISBN 10: 1119347742
ISBN 13: 9781119347743
Language: EN, FR, DE, ES & NL

Brain Computer Interfaces 2 Book Review:

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

Brain Computer Interfaces
Author: Desney S. Tan,Anton Nijholt
Publsiher: Springer Science & Business Media
Total Pages: 277
Release: 2010-06-10
ISBN 10: 1849962723
ISBN 13: 9781849962728
Language: EN, FR, DE, ES & NL

Brain Computer Interfaces Book Review:

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

Brain Computer Interfaces 1
Author: Maureen Clerc,Laurent Bougrain,Fabien Lotte
Publsiher: John Wiley & Sons
Total Pages: 330
Release: 2016-07-14
ISBN 10: 1119144981
ISBN 13: 9781119144984
Language: EN, FR, DE, ES & NL

Brain Computer Interfaces 1 Book Review:

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

Deep Learning For Eeg based Brain computer Interfaces  Representations  Algorithms And Applications
Author: Xiang Zhang,Lina Yao
Publsiher: World Scientific
Total Pages: 296
Release: 2021-09-14
ISBN 10: 1786349604
ISBN 13: 9781786349606
Language: EN, FR, DE, ES & NL

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

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

Brain   Computer Interfaces Handbook
Author: Chang S. Nam,Anton Nijholt,Fabien Lotte
Publsiher: CRC Press
Total Pages: 788
Release: 2018-01-10
ISBN 10: 1351231936
ISBN 13: 9781351231930
Language: EN, FR, DE, ES & NL

Brain Computer Interfaces Handbook Book Review:

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

Smart Wheelchairs and Brain computer Interfaces
Author: Pablo Diez
Publsiher: Academic Press
Total Pages: 492
Release: 2018-05-29
ISBN 10: 0128128933
ISBN 13: 9780128128930
Language: EN, FR, DE, ES & NL

Smart Wheelchairs and Brain computer Interfaces Book Review:

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

Towards Practical Brain Computer Interfaces
Author: Brendan Z. Allison,Stephen Dunne,Robert Leeb,José Del R. Millán,Anton Nijholt
Publsiher: Springer Science & Business Media
Total Pages: 412
Release: 2012-08-21
ISBN 10: 3642297463
ISBN 13: 9783642297465
Language: EN, FR, DE, ES & NL

Towards Practical Brain Computer Interfaces Book Review:

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

Brain Computer Interface Systems
Author: Reza Fazel-Rezai
Publsiher: BoD – Books on Demand
Total Pages: 280
Release: 2013-06-05
ISBN 10: 9535111345
ISBN 13: 9789535111344
Language: EN, FR, DE, ES & NL

Brain Computer Interface Systems Book Review:

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

Brain Computer Interfaces
Author: Aboul Ella Hassanien,Ahmad Taher Azar
Publsiher: Springer
Total Pages: 416
Release: 2014-11-01
ISBN 10: 3319109782
ISBN 13: 9783319109787
Language: EN, FR, DE, ES & NL

Brain Computer Interfaces Book Review:

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.

Brain Computer Interfaces

Brain Computer Interfaces
Author: Bernhard Graimann,Brendan Z. Allison,Gert Pfurtscheller
Publsiher: Springer Science & Business Media
Total Pages: 393
Release: 2010-10-29
ISBN 10: 3642020917
ISBN 13: 9783642020919
Language: EN, FR, DE, ES & NL

Brain Computer Interfaces Book Review:

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.

Toward Brain computer Interfacing

Toward Brain computer Interfacing
Author: Guido Dornhege
Publsiher: MIT Press
Total Pages: 507
Release: 2007
ISBN 10: 0262042444
ISBN 13: 9780262042444
Language: EN, FR, DE, ES & NL

Toward Brain computer Interfacing Book Review:

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

Datasets for Brain Computer Interface Applications

Datasets for Brain Computer Interface Applications
Author: Ian Daly,Ana Matran-Fernandez,Davide Valeriani,Mikhail Lebedev,Andrea Kübler
Publsiher: Frontiers Media SA
Total Pages: 135
Release: 2021-11-25
ISBN 10: 2889716945
ISBN 13: 9782889716944
Language: EN, FR, DE, ES & NL

Datasets for Brain Computer Interface Applications Book Review:

Neural Engineering

Neural Engineering
Author: Bin He
Publsiher: Springer Science & Business Media
Total Pages: 800
Release: 2013-01-09
ISBN 10: 1461452279
ISBN 13: 9781461452270
Language: EN, FR, DE, ES & NL

Neural Engineering Book Review:

Neural Engineering, 2nd Edition, contains reviews and discussions of contemporary and relevant topics by leading investigators in the field. It is intended to serve as a textbook at the graduate and advanced undergraduate level in a bioengineering curriculum. This principles and applications approach to neural engineering is essential reading for all academics, biomedical engineers, neuroscientists, neurophysiologists, and industry professionals wishing to take advantage of the latest and greatest in this emerging field.

Artificial Intelligence Based Brain Computer Interface

Artificial Intelligence Based Brain Computer Interface
Author: Varun Bajaj,G. R. Sinha
Publsiher: Academic Press
Total Pages: 392
Release: 2022-02-08
ISBN 10: 0323914128
ISBN 13: 9780323914123
Language: EN, FR, DE, ES & NL

Artificial Intelligence Based Brain Computer Interface Book Review:

Artificial Intelligence-Based Brain Computer Interface provides concepts of AI for modelling of non-invasive modalities of medical signals such as EEG, MRI, and FMRI. These modalities and their AI-based analysis are employed in BCI and related applications. This can help to improve the healthcare system through detection, identification, predication, analysis and classification of disease, management of chronic conditions, and delivery of health services. Artificial Intelligence-Based Brain Computer Interface emphasizes the real challenges in non-invasive input due to the complex nature of the human brain and for a variety of applications for analysis, classification and identification of different mental states. Each chapter starts with a description of a non-invasive input example and the need and motivation of the associated AI methods, along with discussions to connect the technology through BCI. Major topics include different AI methods/techniques such as Deep Neural Networks and Machine Learning algorithms for different non-invasive modalities such as EEG, MRI, FMRI for improving the diagnosis and prognosis of numerous disorders of the nervous system, cardiovascular system, musculoskeletal system, respiratory system and various organs of the body. The book also covers applications of AI in management of chronic condition, databases and delivery of health services. Various brain image modalities are analyzed and capabilities of the human brain will be exploited in BCI applications and case studies. The book presents AI methods for solving real-world problems and challenges in BCI and healthcare systems with the help of appropriate case studies and research results. Provides readers with an understanding of the key applications of Artificial Intelligence to Brain-Computer Interface for acquisition and modelling of non-invasive biomedical signal and image modalities for various conditions and disorders Integrates recent advancements of Artificial Intelligence to the evaluation of large amounts of clinical data for early detection of disorders such as Epilepsy, Alcoholism, Sleep Apnea, motor-imagery tasks classification, and others Provides readers with illustrative examples of how Artificial Intelligence can be applied to Brain-Computer Interface, including a wide range of case studies in predicting and classification of neurological disorders

Brain Computer Interfaces Lab Experiments to Real World Applications

Brain Computer Interfaces  Lab Experiments to Real World Applications
Author: Anonim
Publsiher: Elsevier
Total Pages: 434
Release: 2016-08-27
ISBN 10: 0128092629
ISBN 13: 9780128092620
Language: EN, FR, DE, ES & NL

Brain Computer Interfaces Lab Experiments to Real World Applications Book Review:

Brain-Computer Interfaces: Lab Experiments to Real-World Applications, the latest volume in the Progress in Brain Research series, focuses on new trends and developments. This established international series examines major areas of basic and clinical research within the neurosciences, as well as popular and emerging subfields. Explores new trends and developments in brain research Enhances the literature of neuroscience by further expanding this established, ongoing international series Examines major areas of basic and clinical research within the field

Brain Computer Interface Technologies

Brain Computer Interface Technologies
Author: Claude Clément
Publsiher: Springer Nature
Total Pages: 281
Release: 2019-10-08
ISBN 10: 3030278522
ISBN 13: 9783030278526
Language: EN, FR, DE, ES & NL

Brain Computer Interface Technologies Book Review:

This book is about the field of brain-computer interfaces (BCI) and the unique and special environment of active implants that electrically interface with the brain, spinal cord, peripheral nerves, and organs. At the heart of the book is the matter of repairing and rehabilitating patients suffering from severe neurologic impairments, from paralysis to movement disorders and epilepsy, that often requires an invasive solution based on an implanted device. Past achievements, current work, and future perspectives of BCI and other interactions between medical devices and the human nervous system are described in detail from a pragmatic point of view. Reviews the Active Implantable Medical Devices (AIMDs) industry and how it is moving from cardiac to neuro applications Clear, easy to read, presentation of the field of neuro-technologies for human benefit Provides easy to understand explanations about the technical limitations, the physics of implants in the human body, and realistic long terms perspectives

Introduction to Non Invasive EEG Based Brain Computer Interfaces for Assistive Technologies

Introduction to Non Invasive EEG Based Brain Computer Interfaces for Assistive Technologies
Author: Teodiano Freire Bastos-Filho
Publsiher: CRC Press
Total Pages: 84
Release: 2020-07-08
ISBN 10: 1000090760
ISBN 13: 9781000090765
Language: EN, FR, DE, ES & NL

Introduction to Non Invasive EEG Based Brain Computer Interfaces for Assistive Technologies Book Review:

This book aims to bring to the reader an overview of different applications of brain-computer interfaces (BCIs) based on more than 20 years of experience working on these interfaces. The author provides a review of the human brain and EEG signals, describing the human brain, anatomically and physiologically, with the objective of showing some of the patterns of EEG (electroencephalogram) signals used to control BCIs. It then introduces BCIs and different applications, such as a BCI based on ERD/ERS Patterns in α rhythms (used to command a robotic wheelchair with an augmentative and alternative communication (AAC) system onboard it); a BCI based on dependent-SSVEP to command the same robotic wheelchair; a BCI based on SSVEP to command a telepresence robot and its onboard AAC system; a BCI based on SSVEP to command an autonomous car; a BCI based on independent-SSVEP (using Depth-of-Field) to command the same robotic wheelchair; the use of compressive technique in SSVEP-based BCI; a BCI based on motor imagery (using different techniques) to command a robotic monocycle and a robotic exoskeleton; and the first steps to build a neurorehabilitation system based on motor imagery of pedalling together an in immersive virtual environment. This book is intended for researchers, professionals and students working on assistive technology.