A Practical Guide To Brain Computer Interfacing With Bci2000

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A Practical Guide to Brain–Computer Interfacing with BCI2000

Gerwin Schalk,Jürgen Mellinger
A Practical Guide to Brain Computer Interfacing with BCI2000 Book PDF

Author : Gerwin Schalk,Jürgen Mellinger
Publisher : Springer Science & Business Media
Page : 269 pages
File Size : 53,8 Mb
Release : 2010-04-03
Category : Computers
ISBN : 9781849960922

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A Practical Guide to Brain–Computer Interfacing with BCI2000 by Gerwin Schalk,Jürgen Mellinger Pdf

What Is BCI2000? BCI2000 is a general-purpose software platform for brain–computer interface (BCI) research. It can also be used for a wide variety of data acquisition, stimulus p- sentation, and brain monitoring applications. BCI2000 has been in development since 2000 in a project led by the Brain–Computer Interface R&D Program at the Wadsworth Center of the New York State Department of Health in Albany, New York, USA, with substantial contributions by the Institute of Medical Psychology and Behavioral Neurobiology at the University of Tübingen, Germany. In addition, many laboratories around the world, most notably the BrainLab at Georgia State University in Atlanta, Georgia, and Fondazione Santa Lucia in Rome, Italy, have also played an important role in the project’s development. Mission The mission of the BCI2000 project is to facilitate research and the development of applications in all areas that depend on real-time acquisition, processing, and feedback of biosignals. Vision Our vision is that BCI2000 will become a widely used software tool for diverse areas of research and development.

Brain–Computer Interfaces Handbook

Chang S. Nam,Anton Nijholt,Fabien Lotte
Brain Computer Interfaces Handbook Book PDF

Author : Chang S. Nam,Anton Nijholt,Fabien Lotte
Publisher : CRC Press
Page : 1520 pages
File Size : 45,5 Mb
Release : 2018-01-09
Category : Computers
ISBN : 9781351231930

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Brain–Computer Interfaces Handbook by Chang S. Nam,Anton Nijholt,Fabien Lotte Pdf

Brain–Computer Interfaces Handbook: Technological and Theoretical Advances provides a tutorial and an overview of the rich and multi-faceted world of Brain–Computer Interfaces (BCIs). The authors supply readers with a contemporary presentation of fundamentals, theories, and diverse applications of BCI, creating a valuable resource for anyone involved with the improvement of people’s lives by replacing, restoring, improving, supplementing or enhancing natural output from the central nervous system. It is a useful guide for readers interested in understanding how neural bases for cognitive and sensory functions, such as seeing, hearing, and remembering, relate to real-world technologies. More precisely, this handbook details clinical, therapeutic and human-computer interfaces applications of BCI and various aspects of human cognition and behavior such as perception, affect, and action. It overviews the different methods and techniques used in acquiring and pre-processing brain signals, extracting features, and classifying users’ mental states and intentions. Various theories, models, and empirical findings regarding the ways in which the human brain interfaces with external systems and environments using BCI are also explored. The handbook concludes by engaging ethical considerations, open questions, and challenges that continue to face brain–computer interface research. Features an in-depth look at the different methods and techniques used in acquiring and pre-processing brain signals, extracting features, and classifying the user's intention Covers various theories, models, and empirical findings regarding ways in which the human brain can interface with the systems or external environments Presents applications of BCI technology to understand various aspects of human cognition and behavior such as perception, affect, action, and more Includes clinical trials and individual case studies of the experimental therapeutic applications of BCI Provides human factors and human-computer interface concerns in the design, development, and evaluation of BCIs Overall, this handbook provides a synopsis of key technological and theoretical advances that are directly applicable to brain–computer interfacing technologies and can be readily understood and applied by individuals with no formal training in BCI research and development.

Towards Practical Brain-Computer Interfaces

Brendan Z. Allison,Stephen Dunne,Robert Leeb,José Del R. Millán,Anton Nijholt
Towards Practical Brain Computer Interfaces Book PDF

Author : Brendan Z. Allison,Stephen Dunne,Robert Leeb,José Del R. Millán,Anton Nijholt
Publisher : Springer Science & Business Media
Page : 423 pages
File Size : 44,8 Mb
Release : 2012-08-21
Category : Technology & Engineering
ISBN : 9783642297465

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Towards Practical Brain-Computer Interfaces by Brendan Z. Allison,Stephen Dunne,Robert Leeb,José Del R. Millán,Anton Nijholt Pdf

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 Interfaces

Jonathan Wolpaw,Elizabeth Winter Wolpaw
Brain Computer Interfaces Book PDF

Author : Jonathan Wolpaw,Elizabeth Winter Wolpaw
Publisher : OUP USA
Page : 419 pages
File Size : 43,7 Mb
Release : 2012-01-24
Category : Medical
ISBN : 9780195388855

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Brain-Computer Interfaces by Jonathan Wolpaw,Elizabeth Winter Wolpaw Pdf

In the last 15 years, a recognizable surge in the field of Brain Computer Interface (BCI) research and development has emerged. This emergence has sprung from a variety of factors. For one, inexpensive computer hardware and software is now available and can support the complex high-speed analyses of brain activity that is essential is BCI. Another factor is the greater understanding of the central nervous system including the abundance of new information on the nature and functional correlates of brain signals and improved methods for recording these signals in both the short-term and long-term. And the third, and perhaps most significant factor, is the new recognition of the needs and abilities of people disabled by disorders such as cerebral palsy, spinal cord injury, stroke, amyotrophic lateral sclerosis (ALS), multiple sclerosis, and muscular dystrophies. The severely disabled are now able to live for many years and even those with severely limited voluntary muscle control can now be given the most basic means of communication and control because of the recent advances in the technology, research, and applications of BCI. 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.

Disruptive Developments in Biomedical Applications

Swati V. Shinde,Parikshit N. Mahalle,Varsha Bendre,Oscar Castillo
Disruptive Developments in Biomedical Applications Book PDF

Author : Swati V. Shinde,Parikshit N. Mahalle,Varsha Bendre,Oscar Castillo
Publisher : CRC Press
Page : 360 pages
File Size : 53,7 Mb
Release : 2022-12-22
Category : Computers
ISBN : 9781000786514

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Disruptive Developments in Biomedical Applications by Swati V. Shinde,Parikshit N. Mahalle,Varsha Bendre,Oscar Castillo Pdf

This book covers advancements and future challenges in biomedical application development using disruptive technologies like artificial intelligence (AI), the Internet of Things (IoT), and signal processing. The book is divided into four main sections, namely, medical image processing using AI; IoT and biomedical devices; biomedical signal processing; and electronic health records, including advances in biomedical systems. It includes different case studies of biomedical applications using different AI algorithms related to diabetes, skin cancer, breast cancer, cervical cancer, and osteoarthritis. Features: Covers different technologies like AI, IoT, and signal processing in the context of biomedical applications. Reviews medical image analysis, disease detection, and prediction. Comprehends the advantage of recent technologies for medical record keeping through electronic health records (EHRs). Presents state-of-the-art research in the field of biomedical engineering using various physiological signals. Explores different bio sensors used in healthcare applications using IOT. This book is aimed at graduate students and researchers in AI, medical imaging, biomedical engineering, and IoT.

Brain-Computer Interface Research

Christoph Guger,Gernot Müller-Putz,Brendan Allison
Brain Computer Interface Research Book PDF

Author : Christoph Guger,Gernot Müller-Putz,Brendan Allison
Publisher : Springer
Page : 133 pages
File Size : 40,5 Mb
Release : 2015-12-12
Category : Computers
ISBN : 9783319251905

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Brain-Computer Interface Research by Christoph Guger,Gernot Müller-Putz,Brendan Allison Pdf

This book describes ten of the most promising brain-computer-interface (BCI) projects to have emerged in recent years. BCI research is developing quickly, with many new ideas, research groups, and improved technologies. BCIs enable people to communicate just by thinking – without any movement at all. Several different groups have helped severely disabled users communicate with BCIs, and BCI technology is also being extended to facilitate recovery from stroke, epilepsy, and other conditions. Each year, hundreds of the top BCI scientists, engineers, doctors, and other visionaries compete for the most prestigious honor in the BCI research community: the annual BCI Award. The 2014 BCI Award competition was again competitive, with 69 research groups vying for a nomination. This book summarizes the 2014 BCI Award, including the ten projects that were nominated, the winner, and analyses and discussions of the submitted projects and how they reflect general trends in BCI development. Each of these ten groups provides a chapter summarizing their nominated project, including an introduction, description of methods, results, and newer work completed after the project was submitted. Hence, this book provides a cutting-edge overview of the newest BCI research trends, from top groups, in an easy to read format with numerous supporting pictures, graphs, and figures.

Textbook of Neural Repair and Rehabilitation

Michael E. Selzer,Stephanie Clarke,Leonardo G. Cohen,Gert Kwakkel (Professor),Robert H. Miller (Professor)
Textbook of Neural Repair and Rehabilitation Book PDF

Author : Michael E. Selzer,Stephanie Clarke,Leonardo G. Cohen,Gert Kwakkel (Professor),Robert H. Miller (Professor)
Publisher : Cambridge University Press
Page : 693 pages
File Size : 41,7 Mb
Release : 2014
Category : Nervous system
ISBN : 9781107011670

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Textbook of Neural Repair and Rehabilitation by Michael E. Selzer,Stephanie Clarke,Leonardo G. Cohen,Gert Kwakkel (Professor),Robert H. Miller (Professor) Pdf

In two freestanding volumes, the Textbook of Neural Repair and Rehabilitation provides comprehensive coverage of the science and practice of neurological rehabilitation. Revised throughout, bringing the book fully up to date, this volume, Neural Repair and Plasticity, covers the basic sciences relevant to recovery of function following injury to the nervous system, reviewing anatomical and physiological plasticity in the normal central nervous system, mechanisms of neuronal death, axonal regeneration, stem cell biology, and research strategies targeted at axon regeneration and neuron replacement. New chapters have been added covering pathophysiology and plasticity in cerebral palsy, stem cell therapies for brain disorders and neurotrophin repair of spinal cord damage, along with numerous others. Edited and written by leading international authorities, it is an essential resource for neuroscientists and provides a foundation for the work of clinical rehabilitation professionals.

Neural Engineering

Bin He
Neural Engineering Book PDF

Author : Bin He
Publisher : Springer Science & Business Media
Page : 801 pages
File Size : 40,6 Mb
Release : 2013-01-09
Category : Technology & Engineering
ISBN : 9781461452270

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Neural Engineering by Bin He Pdf

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.

Neurological Rehabilitation

Jonathan R. Wolpaw
Neurological Rehabilitation Book PDF

Author : Jonathan R. Wolpaw
Publisher : Elsevier Inc. Chapters
Page : 680 pages
File Size : 49,6 Mb
Release : 2013-01-10
Category : Medical
ISBN : 9780128077955

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Neurological Rehabilitation by Jonathan R. Wolpaw Pdf

Brain−computer interfaces (BCIs) are systems that give their users communication and control capabilities that do not depend on muscles. The user's intentions are determined from activity recorded by electrodes on the scalp, on the cortical surface, or within the brain. BCIs can enable people who are paralyzed by amyotrophic lateral sclerosis (ALS), brainstem stroke, or other disorders to convey their needs and wishes to others, to operate word-processing programs or other software, or possibly to control a wheelchair or a neuroprosthesis. BCI technology might also augment rehabilitation protocols aimed at restoring useful motor function. With continued development and clinical implementation, BCIs could substantially improve the lives of those with severe disabilities.

Medicine-Based Informatics and Engineering

Franco Simini,Pedro Bertemes-Filho
Medicine Based Informatics and Engineering Book PDF

Author : Franco Simini,Pedro Bertemes-Filho
Publisher : Springer Nature
Page : 210 pages
File Size : 46,8 Mb
Release : 2021-12-07
Category : Technology & Engineering
ISBN : 9783030878450

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Medicine-Based Informatics and Engineering by Franco Simini,Pedro Bertemes-Filho Pdf

This book originates from the idea to adapt biomedical engineering and medical informatics to current clinical needs and proposes a paradigm shift in medical engineering, where the limitations of technology should no longer be the starting point of design, but rather the development of biomedical devices, software, and systems should stem from clinical needs and wishes. Gathering chapters written by authoritative researchers, working the interface between medicine and engineering, this book presents successful attempts of conceiving technology based on clinical practice. It reports on new strategies for medical diagnosis, rehabilitation, and eHealth, focusing on solutions to foster better quality of life through technology, with an emphasis on patients’ and clinical needs, and vulnerable populations. All in all, the book offers a reference guide and a source of inspiration for biomedical engineers, clinical scientists, physicians, and computer scientists. Yet, it also includes practical information for personnel using biomedical equipment, as well as timely insights that are expected to help health agencies and software firms in their decision-making processes.

Neural Approaches to Dynamics of Signal Exchanges

Anna Esposito,Marcos Faundez-Zanuy,Francesco Carlo Morabito,Eros Pasero
Neural Approaches to Dynamics of Signal Exchanges Book PDF

Author : Anna Esposito,Marcos Faundez-Zanuy,Francesco Carlo Morabito,Eros Pasero
Publisher : Springer Nature
Page : 525 pages
File Size : 52,6 Mb
Release : 2019-09-18
Category : Technology & Engineering
ISBN : 9789811389504

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Neural Approaches to Dynamics of Signal Exchanges by Anna Esposito,Marcos Faundez-Zanuy,Francesco Carlo Morabito,Eros Pasero Pdf

The book presents research that contributes to the development of intelligent dialog systems to simplify diverse aspects of everyday life, such as medical diagnosis and entertainment. Covering major thematic areas: machine learning and artificial neural networks; algorithms and models; and social and biometric data for applications in human–computer interfaces, it discusses processing of audio-visual signals for the detection of user-perceived states, the latest scientific discoveries in processing verbal (lexicon, syntax, and pragmatics), auditory (voice, intonation, vocal expressions) and visual signals (gestures, body language, facial expressions), as well as algorithms for detecting communication disorders, remote health-status monitoring, sentiment and affect analysis, social behaviors and engagement. Further, it examines neural and machine learning algorithms for the implementation of advanced telecommunication systems, communication with people with special needs, emotion modulation by computer contents, advanced sensors for tracking changes in real-life and automatic systems, as well as the development of advanced human–computer interfaces. The book does not focus on solving a particular problem, but instead describes the results of research that has positive effects in different fields and applications.

Symbiotic Interaction

Benjamin Blankertz,Giulio Jacucci,Luciano Gamberini,Anna Spagnolli,Jonathan Freeman
Symbiotic Interaction Book PDF

Author : Benjamin Blankertz,Giulio Jacucci,Luciano Gamberini,Anna Spagnolli,Jonathan Freeman
Publisher : Springer
Page : 180 pages
File Size : 46,8 Mb
Release : 2015-10-15
Category : Computers
ISBN : 9783319249179

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Symbiotic Interaction by Benjamin Blankertz,Giulio Jacucci,Luciano Gamberini,Anna Spagnolli,Jonathan Freeman Pdf

This book constitutes the proceedings of the 4th International Workshop on Symbiotic Interaction, Symbiotic 2015, held in Berlin, Germany, in October 2015. The 11 full papers and 8 short papers presented in this volume were carefully reviewed and selected from 23 submissions. The papers present an overview of the symbiotic relationships between humans and computers as well as novel advancements. The idea of symbiotic systems put forward in this workshop capitalises on the computers’ ability to implicitly detect the users goals and psycho-physiological states and thereby enhancing human-computer interaction (HCI). A special focus of this year’s Symbiotic Workshop will be on physiological computing approaches, e.g. using brain-computer interface (BCI) technology.

Neuroergonomics

Chang S. Nam
Neuroergonomics Book PDF

Author : Chang S. Nam
Publisher : Springer Nature
Page : 472 pages
File Size : 44,9 Mb
Release : 2020-02-27
Category : Technology & Engineering
ISBN : 9783030347840

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Neuroergonomics by Chang S. Nam Pdf

This book sums up key research findings, and theoretical and technological advances having a direct bearing on neuroergonomics. Neuroergonomics is an emerging area whose Neuroergonomics is an emerging area that is collectively defined as the study of human brain function and behaviour in relation to behavioural performance in natural environments and everyday settings. It helps readers to understand neural mechanisms of human cognition in the context of human interaction with complex systems, as well as understanding the change of perception, decision-making and training in humans. The authors give new insights into augmenting human performance, reflecting upon the opportunities provided through neuroergonomics research and development. Computer systems acting on data from behavioural-output, physiological, and neurological sensing technologies are used to determine the user’s cognitive state and adapt the systems to change, support, and monitor human cognition. Various domains and case studies delve into the field of neuroergonomics in detail. These include, but are not limited to: an evaluation of technologies in health, workplace, and education settings, to show the different impacts of neuroergonomics in everyday lives; assessment of real-time cognitive measures; dynamic casual interactions between inhibition and updating functions, through analysis of behavioral, neurophysiological and effective connectivity metrics; and applications in human performance modelling and assessment of mental workload, showing the reader how to train and improve working memory capacity. Neuroergonomics: Principles and Practice provides academic practitioners and graduate students with a single go-to handbook that will be of significant assistance in research associated with human factors and ergonomics, human-computer interaction, human-systems engineering and cognitive neuroscience.

Brain and Health Informatics

Kazayuki Imamura,Shiro Usui,Tomoaki Shirao,Takuji Kasamatsu,Lars Schwabe,Ning Zhong
Brain and Health Informatics Book PDF

Author : Kazayuki Imamura,Shiro Usui,Tomoaki Shirao,Takuji Kasamatsu,Lars Schwabe,Ning Zhong
Publisher : Springer
Page : 555 pages
File Size : 41,8 Mb
Release : 2013-10-24
Category : Computers
ISBN : 9783319027531

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Brain and Health Informatics by Kazayuki Imamura,Shiro Usui,Tomoaki Shirao,Takuji Kasamatsu,Lars Schwabe,Ning Zhong Pdf

This book constitutes the refereed proceedings of the International Conference on Brain and Health Informatics, BHI 2013, held in Maebashi, Japan, in October 2013. The 33 revised full papers presented together with 8 workshop papers and 12 special session papers were carefully reviewed and selected for inclusion in the book. The papers are organized in topical sections on thinking and perception-centric Investigations of human Information processing system; information technologies for curating, mining, managing and using big brain/health data; information technologies for healthcare; data analytics, data mining, and machine learning; and applications. The topics of the workshop papers are: mental health with ICT; and granular knowledge discovery in biomedical and active-media environments; and the topics of the special sessions are: human centered computing; neuro-robotics; and intelligent healthcare data analytics.

Information and Communication Technologies

Jorge Maldonado-Mahauad,Jorge Herrera-Tapia,Jorge Luis Zambrano-Martínez,Santiago Berrezueta
Information and Communication Technologies Book PDF

Author : Jorge Maldonado-Mahauad,Jorge Herrera-Tapia,Jorge Luis Zambrano-Martínez,Santiago Berrezueta
Publisher : Springer Nature
Page : 495 pages
File Size : 43,6 Mb
Release : 2023-11-06
Category : Computers
ISBN : 9783031454387

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Information and Communication Technologies by Jorge Maldonado-Mahauad,Jorge Herrera-Tapia,Jorge Luis Zambrano-Martínez,Santiago Berrezueta Pdf

This book constitutes the proceedings of the 11th Ecuadorian Conference on Information and Communication Technologies, TICEC 2023, held in Cuenca, Ecuador, during October 18–20, 2023. The 31 full papers presented were carefully reviewed and selected from 120 submissions. The papers cover a great variety of topics, such as internet of things, cyber-physical systems, human-machine interface, artificial Intelligence, e-Learning, smart healthcare, smart healthcare and others. The papers are organized in the following topical sections: data science and machine learning; ICTs and their applications; and software development.