Neural Signal Estimation In The Human Brain

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Neural Signal Estimation in the Human Brain

Author : Christopher W. Tyler
Publisher : Frontiers Media SA
ISBN 13 : 2889199231
Total Pages : 144 pages
Book Rating : 4.8/5 (891 download)

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Book Synopsis Neural Signal Estimation in the Human Brain by : Christopher W. Tyler

Download or read book Neural Signal Estimation in the Human Brain written by Christopher W. Tyler and published by Frontiers Media SA. This book was released on 2016-09-06 with total page 144 pages. Available in PDF, EPUB and Kindle. Book excerpt: The ultimate goal of functional brain imaging is to provide optimal estimates of the neural signals flowing through the long-range and local pathways mediating all behavioral performance and conscious experience. In functional MRI (Magnetic Resonance Imaging), despite its impressive spatial resolution, this goal has been somewhat undermined by the fact that the fMRI response is essentially a blood-oxygenation level dependent (BOLD) signal that only indirectly reflects the nearby neural activity. The vast majority of fMRI studies restrict themselves to describing the details of these BOLD signals and deriving non-quantitative inferences about their implications for the underlying neural activity. This Frontiers Research Topic welcomed empirical and theoretical contributions that focus on the explicit relationship of non-invasive brain imaging signals to the causative neural activity. The articles presented within this resulting eBook aim to both highlight the importance and improve the non-invasive estimation of neural signals in the human brain. To achieve this aim, the following issues are targeted: (1) The spatial limitations of source localization when using MEG/EEG. (2) The coupling of the BOLD signal to neural activity. Articles discuss how animal studies are fundamental in increasing our understanding of BOLD fMRI signals, analyze how non-neuronal cell types may contribute to the modulation of cerebral blood flow, and use modeling to improve our understanding of how local field potentials are linked to the BOLD signal. (3) The contribution of excitatory and inhibitory neuronal activity to the BOLD signal. (4) Assessment of neural connectivity through the use of resting state data, computational modeling and functional Diffusion Tensor Imaging (fDTI) approaches.

Advances in Neural Signal Processing

Author : Ramana Vinjamuri
Publisher : BoD – Books on Demand
ISBN 13 : 1789841135
Total Pages : 144 pages
Book Rating : 4.7/5 (898 download)

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Book Synopsis Advances in Neural Signal Processing by : Ramana Vinjamuri

Download or read book Advances in Neural Signal Processing written by Ramana Vinjamuri and published by BoD – Books on Demand. This book was released on 2020-09-09 with total page 144 pages. Available in PDF, EPUB and Kindle. Book excerpt: Neural signal processing is a specialized area of signal processing aimed at extracting information or decoding intent from neural signals recorded from the central or peripheral nervous system. This has significant applications in the areas of neuroscience and neural engineering. These applications are famously known in the area of brain–machine interfaces. This book presents recent advances in this flourishing field of neural signal processing with demonstrative applications.

Statistical Signal Processing for Neuroscience and Neurotechnology

Author : Karim G. Oweiss
Publisher : Academic Press
ISBN 13 : 0080962963
Total Pages : 441 pages
Book Rating : 4.0/5 (89 download)

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Book Synopsis Statistical Signal Processing for Neuroscience and Neurotechnology by : Karim G. Oweiss

Download or read book Statistical Signal Processing for Neuroscience and Neurotechnology written by Karim G. Oweiss and published by Academic Press. This book was released on 2010-09-22 with total page 441 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is a uniquely comprehensive reference that summarizes the state of the art of signal processing theory and techniques for solving emerging problems in neuroscience, and which clearly presents new theory, algorithms, software and hardware tools that are specifically tailored to the nature of the neurobiological environment. It gives a broad overview of the basic principles, theories and methods in statistical signal processing for basic and applied neuroscience problems.Written by experts in the field, the book is an ideal reference for researchers working in the field of neural engineering, neural interface, computational neuroscience, neuroinformatics, neuropsychology and neural physiology. By giving a broad overview of the basic principles, theories and methods, it is also an ideal introduction to statistical signal processing in neuroscience. - A comprehensive overview of the specific problems in neuroscience that require application of existing and development of new theory, techniques, and technology by the signal processing community - Contains state-of-the-art signal processing, information theory, and machine learning algorithms and techniques for neuroscience research - Presents quantitative and information-driven science that has been, or can be, applied to basic and translational neuroscience problems

Neural Signal Estimation in the Human Brain

Author :
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (136 download)

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Book Synopsis Neural Signal Estimation in the Human Brain by :

Download or read book Neural Signal Estimation in the Human Brain written by and published by . This book was released on 2016 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The ultimate goal of functional brain imaging is to provide optimal estimates of the neural signals flowing through the long-range and local pathways mediating all behavioral performance and conscious experience. In functional MRI (Magnetic Resonance Imaging), despite its impressive spatial resolution, this goal has been somewhat undermined by the fact that the fMRI response is essentially a blood-oxygenation level dependent (BOLD) signal that only indirectly reflects the nearby neural activity. The vast majority of fMRI studies restrict themselves to describing the details of these BOLD signals and deriving non-quantitative inferences about their implications for the underlying neural activity. This Frontiers Research Topic welcomed empirical and theoretical contributions that focus on the explicit relationship of non-invasive brain imaging signals to the causative neural activity. The articles presented within this resulting eBook aim to both highlight the importance and improve the non-invasive estimation of neural signals in the human brain. To achieve this aim, the following issues are targeted: (1) The spatial limitations of source localization when using MEG/EEG. (2) The coupling of the BOLD signal to neural activity. Articles discuss how animal studies are fundamental in increasing our understanding of BOLD fMRI signals, analyze how non-neuronal cell types may contribute to the modulation of cerebral blood flow, and use modeling to improve our understanding of how local field potentials are linked to the BOLD signal. (3) The contribution of excitatory and inhibitory neuronal activity to the BOLD signal. (4) Assessment of neural connectivity through the use of resting state data, computational modeling and functional Diffusion Tensor Imaging (fDTI) approaches.

Signal Processing for Neuroscientists

Author : Wim van Drongelen
Publisher : Elsevier
ISBN 13 : 008046775X
Total Pages : 319 pages
Book Rating : 4.0/5 (84 download)

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Book Synopsis Signal Processing for Neuroscientists by : Wim van Drongelen

Download or read book Signal Processing for Neuroscientists written by Wim van Drongelen and published by Elsevier. This book was released on 2006-12-18 with total page 319 pages. Available in PDF, EPUB and Kindle. Book excerpt: Signal Processing for Neuroscientists introduces analysis techniques primarily aimed at neuroscientists and biomedical engineering students with a reasonable but modest background in mathematics, physics, and computer programming. The focus of this text is on what can be considered the 'golden trio' in the signal processing field: averaging, Fourier analysis, and filtering. Techniques such as convolution, correlation, coherence, and wavelet analysis are considered in the context of time and frequency domain analysis. The whole spectrum of signal analysis is covered, ranging from data acquisition to data processing; and from the mathematical background of the analysis to the practical application of processing algorithms. Overall, the approach to the mathematics is informal with a focus on basic understanding of the methods and their interrelationships rather than detailed proofs or derivations. One of the principle goals is to provide the reader with the background required to understand the principles of commercially available analyses software, and to allow him/her to construct his/her own analysis tools in an environment such as MATLAB®. - Multiple color illustrations are integrated in the text - Includes an introduction to biomedical signals, noise characteristics, and recording techniques - Basics and background for more advanced topics can be found in extensive notes and appendices - A Companion Website hosts the MATLAB scripts and several data files: http://www.elsevierdirect.com/companion.jsp?ISBN=9780123708670

Designing Exoskeletons

Author : Luis Adrian Zuñiga-Aviles
Publisher : CRC Press
ISBN 13 : 1003825184
Total Pages : 355 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Designing Exoskeletons by : Luis Adrian Zuñiga-Aviles

Download or read book Designing Exoskeletons written by Luis Adrian Zuñiga-Aviles and published by CRC Press. This book was released on 2024-03-27 with total page 355 pages. Available in PDF, EPUB and Kindle. Book excerpt: Designing Exoskeletons focuses on developing exoskeletons, following the lifecycle of an exoskeleton from design to manufacture. It demonstrates how modern technologies can be used at every stage of the process, such as design methodologies, CAD/CAE/CAM software, rapid prototyping, test benches, materials, heat and surface treatments, and manufacturing processes. Several case studies are presented to provide detailed considerations on developing specific topics. Exoskeletons are designed to provide work-power, rehabilitation, and assistive training to sports and military applications. Beginning with a review of the history of exoskeletons from ancient to modern times, the book builds on this by mapping out recent innovations and state-of-the-art technologies that utilize advanced exoskeleton design. Presenting a comprehensive guide to computer design tools used by bioengineers, the book demonstrates the capabilities of modern software at all stages of the process, looking at computer-aided design, manufacturing, and engineering. It also details the materials used to create exoskeletons, notably steels, engineering polymers, composites, and emerging materials. Manufacturing processes, both conventional and unconventional are discussed—for example, casting, powder metallurgy, additive manufacturing, and heat and surface treatments. This book is essential reading for those in the field of exoskeletons, such as designers, workers in research and development, engineering and design students, and those interested in robotics applied to medical devices.

Biosignal Processing and Computational Methods to Enhance Sensory Motor Neuroprosthetics

Author : Mitsuhiro Hayashibe
Publisher : Frontiers Media SA
ISBN 13 : 2889197182
Total Pages : 230 pages
Book Rating : 4.8/5 (891 download)

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Book Synopsis Biosignal Processing and Computational Methods to Enhance Sensory Motor Neuroprosthetics by : Mitsuhiro Hayashibe

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.

Biomedical Signals, Imaging, and Informatics

Author : Joseph D. Bronzino
Publisher : CRC Press
ISBN 13 : 1439825270
Total Pages : 1472 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Biomedical Signals, Imaging, and Informatics by : Joseph D. Bronzino

Download or read book Biomedical Signals, Imaging, and Informatics written by Joseph D. Bronzino and published by CRC Press. This book was released on 2014-12-16 with total page 1472 pages. Available in PDF, EPUB and Kindle. Book excerpt: Known as the bible of biomedical engineering, The Biomedical Engineering Handbook, Fourth Edition, sets the standard against which all other references of this nature are measured. As such, it has served as a major resource for both skilled professionals and novices to biomedical engineering. Biomedical Signals, Imaging, and Informatics, the third volume of the handbook, presents material from respected scientists with diverse backgrounds in biosignal processing, medical imaging, infrared imaging, and medical informatics. More than three dozen specific topics are examined, including biomedical signal acquisition, thermographs, infrared cameras, mammography, computed tomography, positron-emission tomography, magnetic resonance imaging, hospital information systems, and computer-based patient records. The material is presented in a systematic manner and has been updated to reflect the latest applications and research findings.

Natural Corporate Management

Author : William C. Frederick
Publisher : Routledge
ISBN 13 : 1351277545
Total Pages : 226 pages
Book Rating : 4.3/5 (512 download)

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Book Synopsis Natural Corporate Management by : William C. Frederick

Download or read book Natural Corporate Management written by William C. Frederick and published by Routledge. This book was released on 2017-09-08 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt: This groundbreaking new book by business scholar William C. Frederick presents an innovative, exciting – even revolutionary – view of corporate management and the challenges it confronts in today's world. The author proposes a management paradigm shift transforming the way corporations do business. Management scholarship and research may well be rechanneled from current orientations to new models, concepts, and theories of what it takes to manage corporations in a planetary world confronting climate change, energy crises, and securing the well-being of all global citizens. Natural Corporate Management (NCM) is an awareness and an acceptance by the managers of today's business corporations of the close functional linkage between natural forces and human economic choices. NCM is not a set of techniques or methods but is a growing consciousness by managers of the presence and influence of nature in all managerial decisions. The book's central theme is that business and nature are locked into an evolutionary partnership that defines all aspects of corporate management, including decisions, policy, goal-seeking, organizational design, workplace behavior, and productive operations. This partnership of Nature and Nurture yields economic, social, and ecological dividends for corporations, their stakeholders, and the global community. An "Evolutionary Cascade" depicts the various phases of evolutionary change – physical, organic, genetic, human, neurological, symbolic – beginning with the Big Bang origin of the Universe and continuing to modern times. These evolutionary events collectively influence the operational activities of all business firms. A "Natural Theory of the Firm" summarizes the NCM approach, as well as the mind-set of corporate managers, and the bio-socio-economic consequences of their decisions. This theoretically-innovative book proposes an agenda of corporate actions to promote long-term sustainability and economic well-being of business, its stakeholders, and planetary citizens everywhere. It will be essential reading for managers and researchers at all levels who wish to engage seriously with the challenges of organic life and its long-term sustainability.

Brain Energetics and Neuronal Activity

Author : Robert G. Shulman
Publisher : John Wiley & Sons
ISBN 13 : 0470020512
Total Pages : 336 pages
Book Rating : 4.4/5 (7 download)

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Book Synopsis Brain Energetics and Neuronal Activity by : Robert G. Shulman

Download or read book Brain Energetics and Neuronal Activity written by Robert G. Shulman and published by John Wiley & Sons. This book was released on 2005-08-19 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is unique in linking in vivo 13C NMR measurements of neuronal activity and energetics with applications to functional imaging and certain disease states It provides a fundamental neurochemical explanation of brain activity applicable to functional imaging, theories of neuronal activity and disease states, e.g. epilepsy, psychiatric diseases and developmental disorders. Novel and potentially controversial Will inspire future research directions

Biosignal Processing

Author : Hualou Liang
Publisher : CRC Press
ISBN 13 : 1439871442
Total Pages : 202 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Biosignal Processing by : Hualou Liang

Download or read book Biosignal Processing written by Hualou Liang and published by CRC Press. This book was released on 2012-10-17 with total page 202 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the rise of advanced computerized data collection systems, monitoring devices, and instrumentation technologies, large and complex datasets accrue as an inevitable part of biomedical enterprise. The availability of these massive amounts of data offers unprecedented opportunities to advance our understanding of underlying biological and physiol

Handbook of Neural Activity Measurement

Author : Romain Brette
Publisher : Cambridge University Press
ISBN 13 : 0521516226
Total Pages : 493 pages
Book Rating : 4.5/5 (215 download)

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Book Synopsis Handbook of Neural Activity Measurement by : Romain Brette

Download or read book Handbook of Neural Activity Measurement written by Romain Brette and published by Cambridge University Press. This book was released on 2012-09-06 with total page 493 pages. Available in PDF, EPUB and Kindle. Book excerpt: Underlying principles of the various techniques are explained, enabling neuroscientists to extract meaningful information from their measurements.

The Neurophysiological Bases of Auditory Perception

Author : Enrique Lopez-Poveda
Publisher : Springer Science & Business Media
ISBN 13 : 1441956867
Total Pages : 635 pages
Book Rating : 4.4/5 (419 download)

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Book Synopsis The Neurophysiological Bases of Auditory Perception by : Enrique Lopez-Poveda

Download or read book The Neurophysiological Bases of Auditory Perception written by Enrique Lopez-Poveda and published by Springer Science & Business Media. This book was released on 2010-03-23 with total page 635 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains the papers presented at the 15th International Symposium on Hearing (ISH), which was held at the Hotel Regio, Santa Marta de Tormes, Salamanca, Spain, between 1st and 5th June 2009. Since its inception in 1969, this Symposium has been a forum of excellence for debating the neurophysiological basis of auditory perception, with computational models as tools to test and unify physiological and perceptual theories. Every paper in this symposium includes two of the following: auditory physiology, psychoph- ics or modeling. The topics range from cochlear physiology to auditory attention and learning. While the symposium is always hosted by European countries, p- ticipants come from all over the world and are among the leaders in their fields. The result is an outstanding symposium, which has been described by some as a “world summit of auditory research. ” The current volume has a bottom-up structure from “simpler” physiological to more “complex” perceptual phenomena and follows the order of presentations at the meeting. Parts I to III are dedicated to information processing in the peripheral au- tory system and its implications for auditory masking, spectral processing, and c- ing. Part IV focuses on the physiological bases of pitch and timbre perception. Part V is dedicated to binaural hearing. Parts VI and VII cover recent advances in und- standing speech processing and perception and auditory scene analysis. Part VIII focuses on the neurophysiological bases of novelty detection, attention, and learning.

Essentials of Psychology

Author : Saul Kassin
Publisher : SAGE Publications
ISBN 13 : 1544348452
Total Pages : 802 pages
Book Rating : 4.5/5 (443 download)

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Book Synopsis Essentials of Psychology by : Saul Kassin

Download or read book Essentials of Psychology written by Saul Kassin and published by SAGE Publications. This book was released on 2022-02-14 with total page 802 pages. Available in PDF, EPUB and Kindle. Book excerpt: In Essentials of Psychology, authors Saul Kassin, Gregory J. Privitera, and Krisstal D. Clayton propel students into a clear, vibrant understanding of psychological science with an integrative, learn-by-doing approach. Students assume the role of a psychologist, carrying out experiments and making predictions. Compelling storytelling, real-life examples, and the authors’ active practice approach encourages critical thinking and engagement.

World Congress of Medical Physics and Biomedical Engineering 2006

Author : Sun I. Kim
Publisher : Springer Science & Business Media
ISBN 13 : 3540368418
Total Pages : 4361 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis World Congress of Medical Physics and Biomedical Engineering 2006 by : Sun I. Kim

Download or read book World Congress of Medical Physics and Biomedical Engineering 2006 written by Sun I. Kim and published by Springer Science & Business Media. This book was released on 2007-07-05 with total page 4361 pages. Available in PDF, EPUB and Kindle. Book excerpt: These proceedings of the World Congress 2006, the fourteenth conference in this series, offer a strong scientific program covering a wide range of issues and challenges which are currently present in Medical physics and Biomedical Engineering. About 2,500 peer reviewed contributions are presented in a six volume book, comprising 25 tracks, joint conferences and symposia, and including invited contributions from well known researchers in this field.

Proceedings of the Fifth International Conference on Fuzzy and Neuro Computing (FANCCO - 2015)

Author : V. Ravi
Publisher : Springer
ISBN 13 : 3319272128
Total Pages : 365 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Proceedings of the Fifth International Conference on Fuzzy and Neuro Computing (FANCCO - 2015) by : V. Ravi

Download or read book Proceedings of the Fifth International Conference on Fuzzy and Neuro Computing (FANCCO - 2015) written by V. Ravi and published by Springer. This book was released on 2015-11-24 with total page 365 pages. Available in PDF, EPUB and Kindle. Book excerpt: This proceedings bring together contributions from researchers from academia and industry to report the latest cutting edge research made in the areas of Fuzzy Computing, Neuro Computing and hybrid Neuro-Fuzzy Computing in the paradigm of Soft Computing. The FANCCO 2015 conference explored new application areas, design novel hybrid algorithms for solving different real world application problems. After a rigorous review of the 68 submissions from all over the world, the referees panel selected 27 papers to be presented at the Conference. The accepted papers have a good, balanced mix of theory and applications. The techniques ranged from fuzzy neural networks, decision trees, spiking neural networks, self organizing feature map, support vector regression, adaptive neuro fuzzy inference system, extreme learning machine, fuzzy multi criteria decision making, machine learning, web usage mining, Takagi-Sugeno Inference system, extended Kalman filter, Goedel type logic, fuzzy formal concept analysis, biclustering etc. The applications ranged from social network analysis, twitter sentiment analysis, cross domain sentiment analysis, information security, education sector, e-learning, information management, climate studies, rainfall prediction, brain studies, bioinformatics, structural engineering, sewage water quality, movement of aerial vehicles, etc.

(NAS Colloquium) Neuroimaging of Human Brain Function

Author : Proceedings of the National Academy of Sciences
Publisher : National Academies Press
ISBN 13 : 030909030X
Total Pages : 175 pages
Book Rating : 4.3/5 (9 download)

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Book Synopsis (NAS Colloquium) Neuroimaging of Human Brain Function by : Proceedings of the National Academy of Sciences

Download or read book (NAS Colloquium) Neuroimaging of Human Brain Function written by Proceedings of the National Academy of Sciences and published by National Academies Press. This book was released on 1998-01-01 with total page 175 pages. Available in PDF, EPUB and Kindle. Book excerpt: The colloquium on "Imaging of Cognitive Function" speaks to the many audiences whose interests relate to efforts to map cognitive processes in the human brain. There are things of great interest in this collection of papers for specialists in cognition and neuroscience and imaging science as well as in disciplines interested in human development through education and training and others with intrinsic interest in the latest information on how the human brain supports thought. The papers were presented at a meeting sponsored by the National Academy of Sciences in its western home the Beckman Center at the University of California, Irvine.