Download or read book Brain Computer Interface written by M.G. Sumithra and published by John Wiley & Sons. This book was released on 2023-02-10 with total page 325 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Download or read book MRI written by Angshul Majumdar and published by CRC Press. This book was released on 2018-09-03 with total page 222 pages. Available in PDF, EPUB and Kindle. Book excerpt: The field of magnetic resonance imaging (MRI) has developed rapidly over the past decade, benefiting greatly from the newly developed framework of compressed sensing and its ability to drastically reduce MRI scan times. MRI: Physics, Image Reconstruction, and Analysis presents the latest research in MRI technology, emphasizing compressed sensing-based image reconstruction techniques. The book begins with a succinct introduction to the principles of MRI and then: Discusses the technology and applications of T1rho MRI Details the recovery of highly sampled functional MRIs Explains sparsity-based techniques for quantitative MRIs Describes multi-coil parallel MRI reconstruction techniques Examines off-line techniques in dynamic MRI reconstruction Explores advances in brain connectivity analysis using diffusion and functional MRIs Featuring chapters authored by field experts, MRI: Physics, Image Reconstruction, and Analysis delivers an authoritative and cutting-edge treatment of MRI reconstruction techniques. The book provides engineers, physicists, and graduate students with a comprehensive look at the state of the art of MRI.

Download or read book Finding Consciousness written by Walter Sinnott-Armstrong and published by Oxford University Press. This book was released on 2016 with total page 281 pages. Available in PDF, EPUB and Kindle. Book excerpt: The prominent contributors provide background information, survey the issues and positions, and take controversial stands from a wide variety of perspectives, including neuroscience and neurology, law and policy, and philosophy and ethics. This collection should interest not only academics but anyone who might suffer brain damage, which includes us all.

Download or read book The Creation of a Consciousness Shift written by Paul Lenda and published by John Hunt Publishing. This book was released on 2012 with total page 202 pages. Available in PDF, EPUB and Kindle. Book excerpt: Humanity is at a crossroads, where it has to decide whether it wishes to live in a bright future or a dystopian dark age. By making a decision one way or the other, humanity is creating its reality. Through the power of consciousness, humanity has the ability to create a global and transpersonal shift in consciousness to a much higher level. This book demonstrates that such a wide-reaching shift is possible through the realization that everything and everyone is interconnected. This book is one of the first of its kind to put forth scientific evidence to support its transcendental self-growth message. By giving the reader the knowledge and tools necessary for the creation of a consciousness shift, the collective consciousness can be affected in such a way that each individual can help in creating a massive global consciousness shift. Several tools, methods, and guidelines are provided to help bring about such a monumental change. It is the author's intent to stir up a spirit of action and change in respect to altering one's modality of thought and perception of reality.

Download or read book Convergence and Hybrid Information Technology written by Geuk Lee and published by Springer. This book was released on 2011-09-22 with total page 807 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 5th International Conference on Convergence and Hybrid Information Technology, ICHIT 2011, held in Daejeon, Korea, in September 2011. The 94 revised full papers were carefully selected from 323 initial submissions. The papers are organized in topical sections on communications and networking, intelligent systems and applications, sensor network and cloud systems, information retrieval and scheduling, hardware and software engineering, security systems, robotics and RFID Systems, pattern recognition, image processing and clustering, data mining, as well as human computer interaction.

Download or read book Eye Movement Analysis for Context Inference and Cognitive awareness written by Andreas Bulling and published by Lulu.com. This book was released on 2010 with total page 214 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Advances in Neural Computation Machine Learning and Cognitive Research IV written by Boris Kryzhanovsky and published by Springer Nature. This book was released on 2020-10-01 with total page 441 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes new theories and applications of artificial neural networks, with a special focus on answering questions in neuroscience, biology and biophysics and cognitive research. It covers a wide range of methods and technologies, including deep neural networks, large scale neural models, brain computer interface, signal processing methods, as well as models of perception, studies on emotion recognition, self-organization and many more. The book includes both selected and invited papers presented at the XXII International Conference on Neuroinformatics, held on October 12-16, 2020, Moscow, Russia.

Download or read book Computational Bioengineering written by Guigen Zhang and published by CRC Press. This book was released on 2015-04-01 with total page 508 pages. Available in PDF, EPUB and Kindle. Book excerpt: Arguably the first book of its kind, Computational Bioengineering explores the power of multidisciplinary computer modeling in bioengineering. Written by experts, the book examines the interplay of multiple governing principles underlying common biomedical devices and problems, bolstered by case studies. It shows you how to take advantage of the la

Download or read book Nanoelectronics Circuits and Communication Systems written by Vijay Nath and published by Springer. This book was released on 2018-08-01 with total page 611 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book features selected papers presented at Third International Conference on Nanoelectronics, Circuits and Communication Systems (NCCS 2017). Covering topics such as MEMS and nanoelectronics, wireless communications, optical communication, instrumentation, signal processing, Internet of Things, image processing, bioengineering, green energy, hybrid vehicles, environmental science, weather forecasting, cloud computing, renewable energy, RFID, CMOS sensors, actuators, transducers, telemetry systems, embedded systems, and sensor network applications in mines, it is a valuable resource for young scholars, researchers, and academics.

Download or read book Biomedical Diagnostics and Clinical Technologies Applying High Performance Cluster and Grid Computing written by Pereira, Manuela and published by IGI Global. This book was released on 2010-09-30 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt: Biomedical Diagnostics and Clinical Technologies: Applying High-Performance Cluster and Grid Computing disseminates knowledge regarding high performance computing for medical applications and bioinformatics. This critical reference source contains a valuable collection of cutting-edge research chapters for those working in the broad field of medical informatics and bioinformatics.

Download or read book EEG Based Experiment Design for Major Depressive Disorder written by Aamir Saeed Malik and published by Academic Press. This book was released on 2019-05-16 with total page 255 pages. Available in PDF, EPUB and Kindle. Book excerpt: EEG-Based Experiment Design for Major Depressive Disorder: Machine Learning and Psychiatric Diagnosis introduces EEG-based machine learning solutions for diagnosis and assessment of treatment efficacy for a variety of conditions. With a unique combination of background and practical perspectives for the use of automated EEG methods for mental illness, it details for readers how to design a successful experiment, providing experiment designs for both clinical and behavioral applications. This book details the EEG-based functional connectivity correlates for several conditions, including depression, anxiety, and epilepsy, along with pathophysiology of depression, underlying neural circuits and detailed options for diagnosis. It is a necessary read for those interested in developing EEG methods for addressing challenges for mental illness and researchers exploring automated methods for diagnosis and objective treatment assessment. - Written to assist in neuroscience experiment design using EEG - Provides a step-by-step approach for designing clinical experiments using EEG - Includes example datasets for affected individuals and healthy controls - Lists inclusion and exclusion criteria to help identify experiment subjects - Features appendices detailing subjective tests for screening patients - Examines applications for personalized treatment decisions

Download or read book Meditation written by and published by Academic Press. This book was released on 2019-02-05 with total page 440 pages. Available in PDF, EPUB and Kindle. Book excerpt: Meditation, Volume 244, the latest release in the Progress in Brain Research series, highlights new advances in the field with this new volume presenting interesting chapters on The effect of meditation on attentional processes, State-trait influences of Vipassana meditation practice on P3 EEG dynamics, What could teachers learn from the neuroscience of self-experience?, Training Attention for Conscious Non-REM Sleep: The Yogic Technique of Yoga Nidra and Its Implications for Neuroscience Research, CNV and P3 modulations following sensorimotor training, Analytical meditation: a characterization of a reasoning-based meditation training, Buddhist meditation and the regulation of brain networks, Mindfulness-based Emotional Balance Training in Military Spouse, and more. - Provides the authority and expertise of leading contributors from an international board of authors - Presents the latest release in the Progress in Brain Research series - Updated release includes the latest information on Meditation

Download or read book The Role of the Internet of Things IoT in Biomedical Engineering written by Sushree Bibhuprada B. Priyadarshini and published by CRC Press. This book was released on 2022-02-17 with total page 274 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume introduces the key evolving applications of IoT in the medical field for patient care delivery through the usage of smart devices. It shows how IoT opens the door to a wealth of relevant healthcare information through real-time data analysis as well as testing, providing reliable and pragmatic data that yields enhanced solutions and discovery of previously undiscovered issues. This new volume discusses IoT devices that are deployed for enabling patient health tracking, various emergency issues, smart administration of patients, etc. It looks at the problems of cardiac analysis in e-healthcare, explores the employment of smart devices aimed for different patient issues, and examines the usage of Arduino kits where the data can be transferred to the cloud for internet-based uses. The volume also considers the roles of IoT in electroencephalography (EEG) and magnetic resonance imaging (MRI), which play significant roles in biomedical applications. This book also incorporates the use of IoT applications for smart wheelchairs, telemedicine, GPS positioning of heart patients, smart administration with drug tracking, and more.

Download or read book Brain Computer Interface and Its Applications written by Duo Chen and published by Frontiers Media SA. This book was released on 2023-03-31 with total page 209 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Translational Advances in Alzheimer s Parkinson s and Other Neurodegenerative Dementias written by Jiehui Jiang and published by Frontiers Media SA. This book was released on 2022-07-05 with total page 845 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Biosignal Processing and Computational Methods to Enhance Sensory Motor Neuroprosthetics written by Mitsuhiro Hayashibe and published by Frontiers Media SA. This book was released on 2016-01-22 with total page 230 pages. Available in PDF, EPUB and Kindle. Book excerpt: Though there have been many developments in sensory/motor prosthetics, they have not yet reached the level of standard and worldwide use like pacemakers and cochlear implants. One challenging issue in motor prosthetics is the large variety of patient situations, which depending on the type of neurological disorder. To improve neuroprosthetic performance beyond the current limited use of such systems, robust bio-signal processing and model-based control involving actual sensory motor state (with biosignal feedback) would bring about new modalities and applications, and could be a breakthrough toward adaptive neuroprosthetics. Recent advances of Brain Computer Interfaces (BCI) now enable patients to transmit their intention of movement. However, the functionality and controllability of motor prosthetics itself can be further improved to take advantage of BCI interfaces. In this Research Topic we welcome contribution of original research articles, computational and experimental studies, review articles, and methodological advances related to biosignal processing that may enhance the functionality of sensory motor neuroprosthetics. The scope of this topic includes, but is not limited to, studies aimed at enhancing: 1) computational biosignal processing in EMG (Electromyography), EEG (Electroencephalography), and other modalities of biofeedback information; 2) the computational method in modeling and control of sensory motor neuroprosthetics; 3) the systematic functionality aiming to provide solutions for specific pathological movement disorders; 4) human interfaces such as BCI - but in the case of BCI study, manuscripts should be experimental studies which are applied to sensory/motor neuroprosthetics in patients with motor disabilities.

Download or read book Medical Image Computing and Computer Assisted Intervention MICCAI 2012 written by Nicholas Ayache and published by Springer. This book was released on 2012-08-28 with total page 645 pages. Available in PDF, EPUB and Kindle. Book excerpt: The three-volume set LNCS 7510, 7511, and 7512 constitutes the refereed proceedings of the 15th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2012, held in Nice, France, in October 2012. Based on rigorous peer reviews, the program committee carefully selected 252 revised papers from 781 submissions for presentation in three volumes. The third volume includes 79 papers organized in topical sections on diffusion imaging: from acquisition to tractography; image acquisition, segmentation and recognition; image registration; neuroimage analysis; analysis of microscopic and optical images; image segmentation; diffusion weighted imaging; computer-aided diagnosis and planning; and microscopic image analysis.