Recent Advances In Brain Computer Interface Systems

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Recent Advances in Brain-Computer Interface Systems

Reza Fazel-Rezai
Recent Advances in Brain Computer Interface Systems Book PDF

Author : Reza Fazel-Rezai
Publisher : BoD – Books on Demand
Page : 238 pages
File Size : 55,9 Mb
Release : 2011-02-04
Category : Computers
ISBN : 9789533071756

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Recent Advances in Brain-Computer Interface Systems by Reza Fazel-Rezai Pdf

Brain Computer Interface (BCI) technology provides a direct electronic interface and can convey messages and commands directly from the human brain to a computer. BCI technology involves monitoring conscious brain electrical activity via electroencephalogram (EEG) signals and detecting characteristics of EEG patterns via digital signal processing algorithms that the user generates to communicate. It has the potential to enable the physically disabled to perform many activities, thus improving their quality of life and productivity, allowing them more independence and reducing social costs. The challenge with BCI, however, is to extract the relevant patterns from the EEG signals produced by the brain each second. Recently, there has been a great progress in the development of novel paradigms for EEG signal recording, advanced methods for processing them, new applications for BCI systems and complete software and hardware packages used for BCI applications. In this book a few recent advances in these areas are discussed.

Brain-Computer Interfaces

Aboul Ella Hassanien,Ahmad Taher Azar
Brain Computer Interfaces Book PDF

Author : Aboul Ella Hassanien,Ahmad Taher Azar
Publisher : Springer
Page : 422 pages
File Size : 51,7 Mb
Release : 2014-11-01
Category : Technology & Engineering
ISBN : 9783319109787

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Brain-Computer Interfaces by Aboul Ella Hassanien,Ahmad Taher Azar Pdf

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 Interface Systems

Reza Fazel-Rezai
Brain Computer Interface Systems Book PDF

Author : Reza Fazel-Rezai
Publisher : BoD – Books on Demand
Page : 282 pages
File Size : 42,7 Mb
Release : 2013-06-05
Category : Computers
ISBN : 9789535111344

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Brain-Computer Interface Systems by Reza Fazel-Rezai Pdf

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 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 : 48,5 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.

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 : 42,9 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.

Brain-Computer Interface Systems - Recent Progress and Future Prospects

Reza Fazel-Rezai
Brain Computer Interface Systems Recent Progress and Future Prospects Book PDF

Author : Reza Fazel-Rezai
Publisher : Unknown
Page : 280 pages
File Size : 47,9 Mb
Release : 2013
Category : Electronic computers. Computer science
ISBN : 953514247X

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Brain-Computer Interface Systems - Recent Progress and Future Prospects by Reza Fazel-Rezai Pdf

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

Desney S. Tan,Anton Nijholt
Brain Computer Interfaces Book PDF

Author : Desney S. Tan,Anton Nijholt
Publisher : Springer Science & Business Media
Page : 286 pages
File Size : 40,6 Mb
Release : 2010-06-10
Category : Computers
ISBN : 9781849962728

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Brain-Computer Interfaces by Desney S. Tan,Anton Nijholt Pdf

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 Interface Research

Christoph Guger,Theresa Vaughan,Brendan Allison
Brain Computer Interface Research Book PDF

Author : Christoph Guger,Theresa Vaughan,Brendan Allison
Publisher : Springer
Page : 137 pages
File Size : 41,6 Mb
Release : 2014-11-01
Category : Computers
ISBN : 9783319099798

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Brain-Computer Interface Research by Christoph Guger,Theresa Vaughan,Brendan Allison Pdf

This book provides a cutting-edge overview of the latest developments in Brain-Computer-Interfaces (BCIs), reported by leading research groups. As the reader will discover, BCI research is moving ahead rapidly, with many new ideas, research initiatives, and improved technologies, e.g. BCIs that enable people to communicate just by thinking – without any movement at all. Several different groups are helping severely disabled users communicate using 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 2013 BCI Award competition was by far the most competitive, with over 160 research groups vying for a nomination. The chapters of this book summarize the ten projects that were nominated, in particular the winning project, and analyses how these reflect general trends in BCI development. Each project summary includes an introduction, description of methods, results, and also includes newer work completed after the project was entered for the competition. The texts are presented in accessible style with numerous supporting pictures, graphs, and figures.

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 : 42,9 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.

Brain-Computer Interface Research

Christoph Guger,Brendan Z. Allison,Aysegul Gunduz
Brain Computer Interface Research Book PDF

Author : Christoph Guger,Brendan Z. Allison,Aysegul Gunduz
Publisher : Springer Nature
Page : 123 pages
File Size : 46,8 Mb
Release : 2021-08-28
Category : Technology & Engineering
ISBN : 9783030792879

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Brain-Computer Interface Research by Christoph Guger,Brendan Z. Allison,Aysegul Gunduz Pdf

The Annual BCI Research Awards are international prizes that recognize the top new projects in brain–computer interface (BCI) research. This book contains concise descriptions of projects nominated for the 2020 BCI Research Award and interviews with nominees. Each article is authored by the researchers who developed the project, and articles have been updated with new progress achieved since their nomination. These chapters are complemented by an introduction by the editors together with a concluding chapter that reviews the annual Awards Ceremony, announces the winners, and ends with a brief discussion. One of the prominent trends in recent years has been the development of BCIs for restoring limb use and for aiding optical and auditory sensory perception. Many chapters in this book present emerging and novel research directions likely to become more prevalent in the near future. This year's book includes chapters based on interviews with BCI experts who were nominated for an award, including this year's first, second, and third place winners. These interview chapters are generally less technical than project descriptions, and provide individual perspectives from people actively working on new methods and systems.

Brain-Computer Interface Research

Christoph Guger,Brendan Allison,E.C. Leuthardt
Brain Computer Interface Research Book PDF

Author : Christoph Guger,Brendan Allison,E.C. Leuthardt
Publisher : Springer Science & Business Media
Page : 114 pages
File Size : 54,8 Mb
Release : 2014-03-12
Category : Technology & Engineering
ISBN : 9783642547072

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Brain-Computer Interface Research by Christoph Guger,Brendan Allison,E.C. Leuthardt Pdf

This book reports on the latest research and developments in the field of brain-computer interfaces (BCIs). It introduces ten outstanding and innovative BCI projects, nominated as finalists for the BCI award 2012 by a jury of established researchers and discusses how each of the nominated projects reflects general worldwide trends in BCI development. At the core of the book, nine of these ten projects are described in detailed individual chapters. These include a focused introduction to each project, an easy to grasp description of the methods and a timely report on the most recent developments achieved since the submission to the award. Hence, this book provides a cutting-edge overview of the newest BCI research trends, from leading experts, in an easy to read format supported by explanatory pictures, graphs and figures.

Brain-Computer Interface Research

Christoph Guger,Brendan Allison,Junichi Ushiba
Brain Computer Interface Research Book PDF

Author : Christoph Guger,Brendan Allison,Junichi Ushiba
Publisher : Springer
Page : 136 pages
File Size : 48,7 Mb
Release : 2017-04-29
Category : Computers
ISBN : 9783319571324

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Brain-Computer Interface Research by Christoph Guger,Brendan Allison,Junichi Ushiba Pdf

This book describes the prize-winning brain-computer-interface (BCI) projects honored in the community's most prestigious annual award. BCIs enable people to communicate and control their limbs and/or environment using thought processes alone. Research in this field continues to develop and expand rapidly, with many new ideas, research groups, and improved technologies having emerged in recent years. The chapters in this volume feature the newest developments from many of the best labs worldwide. They present both non-invasive systems (based on the EEG) and intracortical methods (based on spikes or ECoG), and numerous innovative applications that will benefit new user groups

New Frontiers in Brain

Nawaz Mohamudally,Manish Putteeraj,Seyyed Abed Hosseini
New Frontiers in Brain Book PDF

Author : Nawaz Mohamudally,Manish Putteeraj,Seyyed Abed Hosseini
Publisher : BoD – Books on Demand
Page : 144 pages
File Size : 55,5 Mb
Release : 2020-02-26
Category : Medical
ISBN : 9781838804992

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New Frontiers in Brain by Nawaz Mohamudally,Manish Putteeraj,Seyyed Abed Hosseini Pdf

Brain-Computer Interface (BCI) sounds comparable to plugging a USB cable into a human brain with a laptop and accessing brain information. However, it is not as simple as it sounds. BCI is a multidisciplinary discipline with an exponential progress parallel to and with Artificial Intelligence for the past decades. Initially started with the Electroencephalography (EEG) analysis, BCI offers practical applications for cortical physiology today. Although BCI outcomes are more perceptible in medicine such as cognitive assessment, neurofeedback, and neuroprosthetic implants, it opens up amazing avenues for the business community through machine learning and robotics. Thought-to-text is one example of a hot topic in BCI. So, it is quite predictable to see BCI for individual usage given the current affordability of platforms for less technologically savvy users as well as BCI integrated within office automation productivity tools. The current trend is towards vulgarization for businesses benefits, by extension to the society at large. Thus, the interest in preparing a book on BCI. This book aims to compile and disseminate the latest research findings and best practices on how BCI is expanding the frontiers of knowledge in clinical practices, on the brain itself, and the underlying technologies.

Brain-Computer Interface

M.G. Sumithra,Rajesh Kumar Dhanaraj,Mariofanna Milanova,Balamurugan Balusamy,Chandran Venkatesan
Brain Computer Interface Book PDF

Author : M.G. Sumithra,Rajesh Kumar Dhanaraj,Mariofanna Milanova,Balamurugan Balusamy,Chandran Venkatesan
Publisher : John Wiley & Sons
Page : 325 pages
File Size : 54,6 Mb
Release : 2023-03-14
Category : Computers
ISBN : 9781119857204

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Brain-Computer Interface by M.G. Sumithra,Rajesh Kumar Dhanaraj,Mariofanna Milanova,Balamurugan Balusamy,Chandran Venkatesan Pdf

BRAIN-COMPUTER INTERFACE It covers all the research prospects and recent advancements in the brain-computer interface using deep learning. The brain-computer interface (BCI) is an emerging technology that is developing to be more functional in practice. The aim is to establish, through experiences with electronic devices, a communication channel bridging the human neural networks within the brain to the external world. For example, creating communication or control applications for locked-in patients who have no control over their bodies will be one such use. Recently, from communication to marketing, recovery, care, mental state monitoring, and entertainment, the possible application areas have been expanding. Machine learning algorithms have advanced BCI technology in the last few decades, and in the sense of classification accuracy, performance standards have been greatly improved. For BCI to be effective in the real world, however, some problems remain to be solved. Research focusing on deep learning is anticipated to bring solutions in this regard. Deep learning has been applied in various fields such as computer vision and natural language processing, along with BCI growth, outperforming conventional approaches to machine learning. As a result, a significant number of researchers have shown interest in deep learning in engineering, technology, and other industries; convolutional neural network (CNN), recurrent neural network (RNN), and generative adversarial network (GAN). Audience Researchers and industrialists working in brain-computer interface, deep learning, machine learning, medical image processing, data scientists and analysts, machine learning engineers, electrical engineering, and information technologists.

Brain-Computer Interface Research

Christoph Guger,Brendan Z. Allison,Michael Tangermann
Brain Computer Interface Research Book PDF

Author : Christoph Guger,Brendan Z. Allison,Michael Tangermann
Publisher : Springer Nature
Page : 148 pages
File Size : 48,8 Mb
Release : 2021-04-01
Category : Technology & Engineering
ISBN : 9783030604608

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Brain-Computer Interface Research by Christoph Guger,Brendan Z. Allison,Michael Tangermann Pdf

The Annual BCI Research Awards are international prizes that recognize the top new projects in brain–computer interface (BCI) research. This book contains concise descriptions of projects nominated for the 2019 BCI Research Award and interviews with nominees. Each article is authored by the researchers who developed the project, and articles have been updated with new progress achieved since their nomination. These chapters are complemented by an introduction by the editors together with a concluding chapter that reviews the annual Awards Ceremony, announces the winners, and ends with a brief discussion. One of the prominent trends in recent years has been the development of BCIs for new patient groups. Many chapters in this book present emerging and novel research directions likely to become more prevalent in the near future. This year's book includes chapters based on interviews with BCI experts who were nominated for an award, including this year's first, second, and third place winners. These interview chapters are generally less technical than project descriptions, and provide individual perspectives from people actively working on new methods and systems.