Statistical Signal Processing for Neuroscience and Neurotechnology

Written By Karim G. Oweiss
Statistical Signal Processing for Neuroscience and Neurotechnology
  • Publsiher : Academic Press
  • Release : 22 September 2010
  • ISBN : 9780080962962
  • Pages : 433 pages
  • Rating : 5/5 from 1 reviews
GET THIS BOOKStatistical Signal Processing for Neuroscience and Neurotechnology


Download or read book entitled Statistical Signal Processing for Neuroscience and Neurotechnology by author: Karim G. Oweiss which was release on 22 September 2010 and published by Academic Press with total page 433 pages . This book available in PDF, EPUB and Kindle Format. 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

Statistical Signal Processing for Neuroscience and Neurotechnology

Statistical Signal Processing for Neuroscience and Neurotechnology
  • Author : Karim G. Oweiss
  • Publisher : Academic Press
  • Release Date : 2010-09-22
  • Total pages : 433
  • ISBN : 9780080962962
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Summary : 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 ...

Bioelectronics and Medical Devices

Bioelectronics and Medical Devices
  • Author : Dr. Kunal Pal,Heinz-Bernhard Kraatz,Anwesha Khasnobish,Sandip Bag,Indranil Banerjee,Usha Kuruganti
  • Publisher : Woodhead Publishing
  • Release Date : 2019-06-15
  • Total pages : 1006
  • ISBN : 9780080962962
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Summary : Bioelectronics and Medical Devices: From Materials to Devices-Fabrication, Applications and Reliability reviews the latest research on electronic devices used in the healthcare sector, from materials, to applications, including biosensors, rehabilitation devices, drug delivery devices, and devices based on wireless technology. This information is presented from the unique interdisciplinary perspective of ...

Dynamic Neuroscience

Dynamic Neuroscience
  • Author : Zhe Chen,Sridevi V. Sarma
  • Publisher : Springer
  • Release Date : 2017-12-27
  • Total pages : 327
  • ISBN : 9780080962962
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Summary : This book shows how to develop efficient quantitative methods to characterize neural data and extra information that reveals underlying dynamics and neurophysiological mechanisms. Written by active experts in the field, it contains an exchange of innovative ideas among researchers at both computational and experimental ends, as well as those at ...

Advanced State Space Methods for Neural and Clinical Data

Advanced State Space Methods for Neural and Clinical Data
  • Author : Zhe Chen
  • Publisher : Cambridge University Press
  • Release Date : 2015-10-15
  • Total pages : 394
  • ISBN : 9780080962962
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Summary : An authoritative and in-depth treatment of state space methods, with a range of applications in neural and clinical data....

Introduction to Neural Engineering for Motor Rehabilitation

Introduction to Neural Engineering for Motor Rehabilitation
  • Author : Dario Farina,Winnie Jensen,Metin Akay
  • Publisher : John Wiley & Sons
  • Release Date : 2013-05-21
  • Total pages : 600
  • ISBN : 9780080962962
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Summary : Neural engineering is a discipline that uses engineering techniques to understand, repair, replace, enhance, or treat diseases of neural systems. Currently, no book other than this one covers this broad range of topics within motor rehabilitation technology. With a focus on cutting edge technology, it describes state-of-the-art methods within this ...

Electrophysiology Measurements for Studying Neural Interfaces

Electrophysiology Measurements for Studying Neural Interfaces
  • Author : Mohammad M. Aria
  • Publisher : Academic Press
  • Release Date : 2020-05-15
  • Total pages : 178
  • ISBN : 9780080962962
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Summary : Electrophysiology Measurements for Studying Neural Interfaces helps readers to choose a proper cell line and set-up for studying different bio-electronic interfaces before delving into the electrophysiology techniques available. Therefore, this book details the materials and devices needed for different types of neural stimulation such as photoelectrical and photothermal stimulations. Also, ...

Neural Information Processing

Neural Information Processing
  • Author : Bao-Liang Lu,Liqing Zhang,James Kwok
  • Publisher : Springer Science & Business Media
  • Release Date : 2011-10-26
  • Total pages : 752
  • ISBN : 9780080962962
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Summary : The three volume set LNCS 7062, LNCS 7063, and LNCS 7064 constitutes the proceedings of the 18th International Conference on Neural Information Processing, ICONIP 2011, held in Shanghai, China, in November 2011. The 262 regular session papers presented were carefully reviewed and selected from numerous submissions. The papers of part I are organized in topical sections ...

Neural Information Processing

Neural Information Processing
  • Author : Tingwen Huang,Zhigang Zeng,Chuandong Li,Chi Sing Leung
  • Publisher : Springer
  • Release Date : 2012-11-05
  • Total pages : 710
  • ISBN : 9780080962962
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Summary : The five volume set LNCS 7663, LNCS 7664, LNCS 7665, LNCS 7666 and LNCS 7667 constitutes the proceedings of the 19th International Conference on Neural Information Processing, ICONIP 2012, held in Doha, Qatar, in November 2012. The 423 regular session papers presented were carefully reviewed and selected from numerous submissions. These papers cover all major topics of theoretical ...

Neuronal Dynamics

Neuronal Dynamics
  • Author : Wulfram Gerstner,Werner M. Kistler,Richard Naud,Liam Paninski
  • Publisher : Cambridge University Press
  • Release Date : 2014-07-24
  • Total pages : 590
  • ISBN : 9780080962962
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Summary : This solid introduction uses the principles of physics and the tools of mathematics to approach fundamental questions of neuroscience....

Multilinear Subspace Learning

Multilinear Subspace Learning
  • Author : Haiping Lu,Konstantinos N. Plataniotis,Anastasios Venetsanopoulos
  • Publisher : CRC Press
  • Release Date : 2013-12-11
  • Total pages : 296
  • ISBN : 9780080962962
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Summary : Due to advances in sensor, storage, and networking technologies, data is being generated on a daily basis at an ever-increasing pace in a wide range of applications, including cloud computing, mobile Internet, and medical imaging. This large multidimensional data requires more efficient dimensionality reduction schemes than the traditional techniques. Addressing ...

Somatosensory Feedback for Neuroprosthetics

Somatosensory Feedback for Neuroprosthetics
  • Author : Burak Guclu
  • Publisher : Academic Press
  • Release Date : 2021-07-19
  • Total pages : 716
  • ISBN : 9780080962962
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Summary : Although somatosensory system works in tandem with the motor system in biology, the majority of the prosthetics research and commercial efforts had focused on accommodating movement deficits. With the development of neuroprostheses in the last 15 years, it has become evident that somatosensory input (mainly as touch and proprioception) is essential ...

Living Machines

Living Machines
  • Author : Tony J. Prescott,Nathan Lepora,Paul F. M. J. Verschure
  • Publisher : Oxford University Press
  • Release Date : 2018-04-26
  • Total pages : 656
  • ISBN : 9780080962962
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Summary : Contemporary research in the field of robotics attempts to harness the versatility and sustainability of living organisms. By exploiting those natural principles, scientists hope to render a renewable, adaptable, and robust class of technology that can facilitate self-repairing, social, and moral--even conscious--machines. This is the realm of robotics that scientists ...

Modeling Methodologies and Tools for Molecular and Nano scale Communications

Modeling  Methodologies and Tools for Molecular and Nano scale Communications
  • Author : Junichi Suzuki,Tadashi Nakano,Michael John Moore
  • Publisher : Springer
  • Release Date : 2017-03-15
  • Total pages : 592
  • ISBN : 9780080962962
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Summary : This book reports on cutting-edge modeling techniques, methodologies and tools used to understand, design and engineer nanoscale communication systems, such as molecular communication systems. Moreover, it includes introductory materials for those who are new to the field. The book’s interdisciplinary approach, which merges perspectives in computer science, the biological ...

Intelligent Computing Theories and Application

Intelligent Computing Theories and Application
  • Author : De-Shuang Huang,Kang-Hyun Jo
  • Publisher : Springer
  • Release Date : 2016-07-11
  • Total pages : 936
  • ISBN : 9780080962962
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Summary : This two-volume set LNCS 9771 and LNCS 9772 constitutes - in conjunction with the volume LNAI 9773 - the refereed proceedings of the 12th International Conference on Intelligent Computing, ICIC 2016, held in Lanzhou, China, in August 2016. The 221 full papers and 15 short papers of the three proceedings volumes were carefully reviewed and selected from 639 ...

The Physics of the Mind and Brain Disorders

The Physics of the Mind and Brain Disorders
  • Author : Ioan Opris,Manuel F. Casanova
  • Publisher : Springer
  • Release Date : 2017-12-01
  • Total pages : 793
  • ISBN : 9780080962962
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Summary : This book covers recent advances in the understanding of brain structure, function and disorders based on the fundamental principles of physics. It covers a broad range of physical phenomena occurring in the brain circuits for perception, cognition, emotion and action, representing the building blocks of the mind. It provides novel ...