Brain Computer Interface Systems Recent Progress And Future Prospects
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Brain Computer Interface Systems
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Author : Reza Fazel-Rezai
language : en
Publisher: BoD – Books on Demand
Release Date : 2013-06-05
Brain Computer Interface Systems written by Reza Fazel-Rezai and has been published by BoD – Books on Demand this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-06-05 with Computers categories.
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 Interface Systems Recent Progress And Future Prospects
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Author : Reza Fazel-Rezai
language : en
Publisher:
Release Date : 2013
Brain Computer Interface Systems Recent Progress And Future Prospects written by Reza Fazel-Rezai and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013 with Electronic computers. Computer science categories.
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.
Recent Advances In Brain Computer Interface Systems
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Author : Reza Fazel-Rezai
language : en
Publisher: BoD – Books on Demand
Release Date : 2011-02-04
Recent Advances In Brain Computer Interface Systems written by Reza Fazel-Rezai and has been published by BoD – Books on Demand this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-02-04 with Computers categories.
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.
New Insights In Brain Computer Interface Systems
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Author :
language : en
Publisher: BoD – Books on Demand
Release Date : 2024-12-11
New Insights In Brain Computer Interface Systems written by and has been published by BoD – Books on Demand this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-11 with Medical categories.
This book, New Insights in Brain-Computer Interface Systems explores the world of BCIs, where cutting-edge technology meets the intricacies of the human brain. From pioneering advancements in neuroprosthetics to innovative applications in cognitive enhancement and rehabilitation, this book offers insight into the latest research and breakthroughs in the field. Written by leading experts, each chapter explores the science behind BCIs, their practical implementations, and the ethical considerations that accompany this rapidly evolving technology. This book is an exploration that spans multiple domains, including healthcare, robotics, virtual reality, biomaterials, education, humanoids, neuro rights, and neurostimulation. Discover how BCIs are transforming patient care and rehabilitation in offering new hope for individuals with neurological conditions. Learn about the groundbreaking use of neural networks in controlling lower limb exoskeletons, enhancing mobility for those with physical limitations. Uncover the applications of BCIs in action observation and motor imagery, reshaping the landscape of rehabilitation and training. Explore sustainable solutions with biodegradable and biohybrid materials crucial for advancing BCI technology. Gain insights into Mindwave applications and their potential to revolutionize learning methodologies. Delve into trust dynamics in human–humanoid interactions and their implications for future collaboration. Engage with the ethical considerations surrounding BCIs and the imperative for safeguarding individual rights. Investigate how frontal lobe stimulation enhances connectivity in Alzheimer’s disease networks, offering new avenues for therapeutic intervention. Whether you are a researcher, practitioner, student, or simply curious about the future of human-computer interaction, this book provides invaluable insights. Are you ready to explore the next frontier of neuroscience and technology?
Brain Computer Interfaces
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Author : Jonathan Wolpaw
language : en
Publisher: Oxford University Press
Release Date : 2012-01-24
Brain Computer Interfaces written by Jonathan Wolpaw and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-01-24 with Medical categories.
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.
Introduction To Non Invasive Eeg Based Brain Computer Interfaces For Assistive Technologies
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Author : Teodiano Freire Bastos-Filho
language : en
Publisher: CRC Press
Release Date : 2020-07-08
Introduction To Non Invasive Eeg Based Brain Computer Interfaces For Assistive Technologies written by Teodiano Freire Bastos-Filho and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-07-08 with Computers categories.
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.
Brain Computer Interfaces 1
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Author : Maureen Clerc
language : en
Publisher: John Wiley & Sons
Release Date : 2016-07-14
Brain Computer Interfaces 1 written by Maureen Clerc and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-07-14 with Science categories.
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.
Brain Computer Interfaces And Applications In Business
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Author : Pandey, Binay Kumar
language : en
Publisher: IGI Global
Release Date : 2025-06-16
Brain Computer Interfaces And Applications In Business written by Pandey, Binay Kumar and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-16 with Computers categories.
Brain Computer Interfaces are an emerging technology that enables more direct communication between the human brain and external devices. While these interfaces have been primarily used in the medical field, their potential in the business world is increasingly gaining attention. These interfaces can enhance employee productivity and decision making in user experience. As technology matures, businesses across various sectors are beginning to explore how brain-computer interfaces can provide a competitive edge and reshape the future of work and consumer engagement. Brain-Computer Interfaces and Applications in Business explores how networking and data security have become essential business enterprises. This book further discusses the transfer of secure textual data storage on public networks and IoT devices by concealing secret data in multimedia. Covering topics such as technology, business, and data analytics, this book is an excellent resource for engineers, business leaders, managers, researchers, academicians, policymakers, and more.
Smart Wheelchairs And Brain Computer Interfaces
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Author : Pablo Diez
language : en
Publisher: Academic Press
Release Date : 2018-05-29
Smart Wheelchairs And Brain Computer Interfaces written by Pablo Diez and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-05-29 with Technology & Engineering categories.
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
Emerging Therapies In Neurorehabilitation Ii
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Author : José L. Pons
language : en
Publisher: Springer
Release Date : 2015-10-30
Emerging Therapies In Neurorehabilitation Ii written by José L. Pons and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-10-30 with Technology & Engineering categories.
This book reports on the latest technological and clinical advances in the field of neurorehabilitation. It is, however, much more than a conventional survey of the state-of-the-art in neurorehabilitation technologies and therapies. It was written on the basis of a week of lively discussions between PhD students and leading research experts during the Summer School on Neurorehabilitation (SSNR2014), held September 15-19 in Baiona, Spain. Its unconventional format makes it a perfect guide for all PhD students, researchers and professionals interested in gaining a multidisciplinary perspective on current and future neurorehabilitation scenarios. The book addresses various aspects of neurorehabilitation research and practice, including a selection of common impairments affecting CNS function, such as stroke and spinal cord injury, as well as cutting-edge rehabilitation and diagnostics technologies, including robotics, neuroprosthetics, brain-machine interfaces and neuromodulation.