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Recent Advances and the Future Generation of Neuroinformatics Infrastructure

Author: Xi Cheng

Publisher: Frontiers Media SA

Published: 2015-12-11

Total Pages: 390

ISBN-13: 2889196771

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The huge volume of multi-modal neuroimaging data across different neuroscience communities has posed a daunting challenge to traditional methods of data sharing, data archiving, data processing and data analysis. Neuroinformatics plays a crucial role in creating advanced methodologies and tools for the handling of varied and heterogeneous datasets in order to better understand the structure and function of the brain. These tools and methodologies not only enhance data collection, analysis, integration, interpretation, modeling, and dissemination of data, but also promote data sharing and collaboration. This Neuroinformatics Research Topic aims to summarize the state-of-art of the current achievements and explores the directions for the future generation of neuroinformatics infrastructure. The publications present solutions for data archiving, data processing and workflow, data mining, and system integration methodologies. Some of the systems presented are large in scale, geographically distributed, and already have a well-established user community. Some discuss opportunities and methodologies that facilitate large-scale parallel data processing tasks under a heterogeneous computational environment. We wish to stimulate on-going discussions at the level of the neuroinformatics infrastructure including the common challenges, new technologies of maximum benefit, key features of next generation infrastructure, etc. We have asked leading research groups from different research areas of neuroscience/neuroimaging to provide their thoughts on the development of a state of the art and highly-efficient neuroinformatics infrastructure. Such discussions will inspire and help guide the development of a state of the art, highly-efficient neuroinformatics infrastructure.

Book Synopsis Recent Advances and the Future Generation of Neuroinformatics Infrastructure by : Xi Cheng

Download or read book Recent Advances and the Future Generation of Neuroinformatics Infrastructure written by Xi Cheng and published by Frontiers Media SA. This book was released on 2015-12-11 with total page 390 pages. Available in PDF, EPUB and Kindle. Book excerpt: The huge volume of multi-modal neuroimaging data across different neuroscience communities has posed a daunting challenge to traditional methods of data sharing, data archiving, data processing and data analysis. Neuroinformatics plays a crucial role in creating advanced methodologies and tools for the handling of varied and heterogeneous datasets in order to better understand the structure and function of the brain. These tools and methodologies not only enhance data collection, analysis, integration, interpretation, modeling, and dissemination of data, but also promote data sharing and collaboration. This Neuroinformatics Research Topic aims to summarize the state-of-art of the current achievements and explores the directions for the future generation of neuroinformatics infrastructure. The publications present solutions for data archiving, data processing and workflow, data mining, and system integration methodologies. Some of the systems presented are large in scale, geographically distributed, and already have a well-established user community. Some discuss opportunities and methodologies that facilitate large-scale parallel data processing tasks under a heterogeneous computational environment. We wish to stimulate on-going discussions at the level of the neuroinformatics infrastructure including the common challenges, new technologies of maximum benefit, key features of next generation infrastructure, etc. We have asked leading research groups from different research areas of neuroscience/neuroimaging to provide their thoughts on the development of a state of the art and highly-efficient neuroinformatics infrastructure. Such discussions will inspire and help guide the development of a state of the art, highly-efficient neuroinformatics infrastructure.

Neuroinformatics

Author: Stephen H. Koslow

Publisher: Psychology Press

Published: 2013-03-07

Total Pages: 418

ISBN-13: 1134798490

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Modern neuroscience is providing profound insights into nature's most mysterious puzzle -- the human brain -- while applications of information and computer science are transforming the way people interact with each other and with the world around them. The new science of neuroinformatics, which sits at the junction, integrates knowledge and promises to catalyze progress in these dynamic and seemingly disparate areas of study. Neuroinformatics research will allow brain and behavioral scientists to make better sense and use of their data through advanced information tools and approaches. These include new ways to acquire, store, visualize, analyze, integrate, synthesize, and share data, as well as the means for electronic scientific collaboration. In this country, the principal source of support for neuroinformatics research is the Human Brain Project. The project, which is led by the National Institute of Mental Health, now supports neuroinformatics research performed by over 60 scientists. This volume presents the findings of the first group of researchers. Their efforts will begin to arm the next generation of brain and behavioral scientists with tools to attack the serious problem of information overload, and ultimately relate their findings to those obtained from different species, levels of biological organization, methods, and laboratories. And the challenges presented by the amount, diversity, and complexity of brain and behavioral data will give informatics researchers the impetus to test and expand the limits of their own science. The work described in this volume signals a change in the way scientists interact with data, instruments and each other, and points the way to a very different and richer future understanding of the human brain and mind.

Book Synopsis Neuroinformatics by : Stephen H. Koslow

Download or read book Neuroinformatics written by Stephen H. Koslow and published by Psychology Press. This book was released on 2013-03-07 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modern neuroscience is providing profound insights into nature's most mysterious puzzle -- the human brain -- while applications of information and computer science are transforming the way people interact with each other and with the world around them. The new science of neuroinformatics, which sits at the junction, integrates knowledge and promises to catalyze progress in these dynamic and seemingly disparate areas of study. Neuroinformatics research will allow brain and behavioral scientists to make better sense and use of their data through advanced information tools and approaches. These include new ways to acquire, store, visualize, analyze, integrate, synthesize, and share data, as well as the means for electronic scientific collaboration. In this country, the principal source of support for neuroinformatics research is the Human Brain Project. The project, which is led by the National Institute of Mental Health, now supports neuroinformatics research performed by over 60 scientists. This volume presents the findings of the first group of researchers. Their efforts will begin to arm the next generation of brain and behavioral scientists with tools to attack the serious problem of information overload, and ultimately relate their findings to those obtained from different species, levels of biological organization, methods, and laboratories. And the challenges presented by the amount, diversity, and complexity of brain and behavioral data will give informatics researchers the impetus to test and expand the limits of their own science. The work described in this volume signals a change in the way scientists interact with data, instruments and each other, and points the way to a very different and richer future understanding of the human brain and mind.

Springer Handbook of Bio-/Neuro-Informatics

Author: Nikola Kasabov

Publisher: Springer Science & Business Media

Published: 2013-11-30

Total Pages: 1239

ISBN-13: 3642305741

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The Springer Handbook of Bio-/Neuro-Informatics is the first published book in one volume that explains together the basics and the state-of-the-art of two major science disciplines in their interaction and mutual relationship, namely: information sciences, bioinformatics and neuroinformatics. Bioinformatics is the area of science which is concerned with the information processes in biology and the development and applications of methods, tools and systems for storing and processing of biological information thus facilitating new knowledge discovery. Neuroinformatics is the area of science which is concerned with the information processes in biology and the development and applications of methods, tools and systems for storing and processing of biological information thus facilitating new knowledge discovery. The text contains 62 chapters organized in 12 parts, 6 of them covering topics from information science and bioinformatics, and 6 cover topics from information science and neuroinformatics. Each chapter consists of three main sections: introduction to the subject area, presentation of methods and advanced and future developments. The Springer Handbook of Bio-/Neuroinformatics can be used as both a textbook and as a reference for postgraduate study and advanced research in these areas. The target audience includes students, scientists, and practitioners from the areas of information, biological and neurosciences. With Forewords by Shun-ichi Amari of the Brain Science Institute, RIKEN, Saitama and Karlheinz Meier of the University of Heidelberg, Kirchhoff-Institute of Physics and Co-Director of the Human Brain Project.

Book Synopsis Springer Handbook of Bio-/Neuro-Informatics by : Nikola Kasabov

Download or read book Springer Handbook of Bio-/Neuro-Informatics written by Nikola Kasabov and published by Springer Science & Business Media. This book was released on 2013-11-30 with total page 1239 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Springer Handbook of Bio-/Neuro-Informatics is the first published book in one volume that explains together the basics and the state-of-the-art of two major science disciplines in their interaction and mutual relationship, namely: information sciences, bioinformatics and neuroinformatics. Bioinformatics is the area of science which is concerned with the information processes in biology and the development and applications of methods, tools and systems for storing and processing of biological information thus facilitating new knowledge discovery. Neuroinformatics is the area of science which is concerned with the information processes in biology and the development and applications of methods, tools and systems for storing and processing of biological information thus facilitating new knowledge discovery. The text contains 62 chapters organized in 12 parts, 6 of them covering topics from information science and bioinformatics, and 6 cover topics from information science and neuroinformatics. Each chapter consists of three main sections: introduction to the subject area, presentation of methods and advanced and future developments. The Springer Handbook of Bio-/Neuroinformatics can be used as both a textbook and as a reference for postgraduate study and advanced research in these areas. The target audience includes students, scientists, and practitioners from the areas of information, biological and neurosciences. With Forewords by Shun-ichi Amari of the Brain Science Institute, RIKEN, Saitama and Karlheinz Meier of the University of Heidelberg, Kirchhoff-Institute of Physics and Co-Director of the Human Brain Project.

Computational Biology: Hearing Before the Committee on Commerce, Science, & Transportation, U.S. Senate

Author: Phillip C. Badger

Publisher: DIANE Publishing

Published: 1999-09

Total Pages: 95

ISBN-13: 0788172719

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Book Synopsis Computational Biology: Hearing Before the Committee on Commerce, Science, & Transportation, U.S. Senate by : Phillip C. Badger

Download or read book Computational Biology: Hearing Before the Committee on Commerce, Science, & Transportation, U.S. Senate written by Phillip C. Badger and published by DIANE Publishing. This book was released on 1999-09 with total page 95 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Computational Biology

Author: United States. Congress. Senate. Committee on Commerce, Science, and Transportation. Subcommittee on Science, Technology, and Space

Publisher:

Published: 1996

Total Pages: 96

ISBN-13:

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Book Synopsis Computational Biology by : United States. Congress. Senate. Committee on Commerce, Science, and Transportation. Subcommittee on Science, Technology, and Space

Download or read book Computational Biology written by United States. Congress. Senate. Committee on Commerce, Science, and Transportation. Subcommittee on Science, Technology, and Space and published by . This book was released on 1996 with total page 96 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Collaborative Efforts for Understanding the Human Brain

Author: Sook-Lei Liew

Publisher: Frontiers Media SA

Published: 2019-10-10

Total Pages: 192

ISBN-13: 2889630293

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The human brain is incredibly complex, and the more we learn about it, the more we realize how much we need a truly interdisciplinary team to make sense of its intricacies. This eBook presents the latest efforts in collaborative team science from around the world, all aimed at understanding the human brain.

Book Synopsis Collaborative Efforts for Understanding the Human Brain by : Sook-Lei Liew

Download or read book Collaborative Efforts for Understanding the Human Brain written by Sook-Lei Liew and published by Frontiers Media SA. This book was released on 2019-10-10 with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt: The human brain is incredibly complex, and the more we learn about it, the more we realize how much we need a truly interdisciplinary team to make sense of its intricacies. This eBook presents the latest efforts in collaborative team science from around the world, all aimed at understanding the human brain.

Departments of Labor, Health and Human Services, Education, and Related Agencies Appropriations for 2003

Author: United States. Congress. House. Committee on Appropriations. Subcommittee on the Departments of Labor, Health and Human Services, Education, and Related Agencies

Publisher:

Published: 2002

Total Pages: 852

ISBN-13:

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Book Synopsis Departments of Labor, Health and Human Services, Education, and Related Agencies Appropriations for 2003 by : United States. Congress. House. Committee on Appropriations. Subcommittee on the Departments of Labor, Health and Human Services, Education, and Related Agencies

Download or read book Departments of Labor, Health and Human Services, Education, and Related Agencies Appropriations for 2003 written by United States. Congress. House. Committee on Appropriations. Subcommittee on the Departments of Labor, Health and Human Services, Education, and Related Agencies and published by . This book was released on 2002 with total page 852 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Navigating the Landscape of FAIR Data Sharing and Reuse: Repositories, Standards, and Resources

Author: Maaike M. H. Van Swieten

Publisher: Frontiers Media SA

Published: 2024-03-08

Total Pages: 136

ISBN-13: 2832545939

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The huge volume of neuroscience data and the wide variety of data formats generated across different neuroscience communities has posed a challenge to traditional methods of data management, data sharing and data mining. Mandates on data sharing and the demand for using open data has driven the development of advanced methodologies and tools to effectively explore, mine and integrate data. However, the growing number of resources make it harder for researchers to navigate this landscape. Awareness of these tools and resources is vital for effective data mining and unlocking new discoveries. The goal of this research collection is to provide an overview of available resources, centred around making data findable, accessible, interoperable and reusable (FAIR).

Book Synopsis Navigating the Landscape of FAIR Data Sharing and Reuse: Repositories, Standards, and Resources by : Maaike M. H. Van Swieten

Download or read book Navigating the Landscape of FAIR Data Sharing and Reuse: Repositories, Standards, and Resources written by Maaike M. H. Van Swieten and published by Frontiers Media SA. This book was released on 2024-03-08 with total page 136 pages. Available in PDF, EPUB and Kindle. Book excerpt: The huge volume of neuroscience data and the wide variety of data formats generated across different neuroscience communities has posed a challenge to traditional methods of data management, data sharing and data mining. Mandates on data sharing and the demand for using open data has driven the development of advanced methodologies and tools to effectively explore, mine and integrate data. However, the growing number of resources make it harder for researchers to navigate this landscape. Awareness of these tools and resources is vital for effective data mining and unlocking new discoveries. The goal of this research collection is to provide an overview of available resources, centred around making data findable, accessible, interoperable and reusable (FAIR).

Advances in Neural Computation, Machine Learning, and Cognitive Research II

Author: Boris Kryzhanovsky

Publisher: Springer

Published: 2018-10-06

Total Pages: 344

ISBN-13: 3030013286

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This book describes new theories and applications of artificial neural networks, with a special focus on addressing problems 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 XX International Conference on Neuroinformatics, held in Moscow, Russia on October 8–12, 2018.

Book Synopsis Advances in Neural Computation, Machine Learning, and Cognitive Research II by : Boris Kryzhanovsky

Download or read book Advances in Neural Computation, Machine Learning, and Cognitive Research II written by Boris Kryzhanovsky and published by Springer. This book was released on 2018-10-06 with total page 344 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 addressing problems 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 XX International Conference on Neuroinformatics, held in Moscow, Russia on October 8–12, 2018.

World Internet Development Report 2018

Author: Chinese Academy of Cyberspace Studies

Publisher: Springer Nature

Published: 2020-06-16

Total Pages: 146

ISBN-13: 9811540675

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This book is an important outcome of the Fifth World Internet Conference. It provides a comprehensive account of the new trends and highlights of global Internet development over the past year, covering network infrastructure, information technology, digital economy, world internet media, cyber security, and international cyberspace governance. This year, the book improves the Global Internet Development Index System and adds more countries into the assessed list, in order to reflect more comprehensively, objectively and accurately the general situation of the world Internet development and thus to provide reference for all countries in promoting Internet development and governance.

Book Synopsis World Internet Development Report 2018 by : Chinese Academy of Cyberspace Studies

Download or read book World Internet Development Report 2018 written by Chinese Academy of Cyberspace Studies and published by Springer Nature. This book was released on 2020-06-16 with total page 146 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is an important outcome of the Fifth World Internet Conference. It provides a comprehensive account of the new trends and highlights of global Internet development over the past year, covering network infrastructure, information technology, digital economy, world internet media, cyber security, and international cyberspace governance. This year, the book improves the Global Internet Development Index System and adds more countries into the assessed list, in order to reflect more comprehensively, objectively and accurately the general situation of the world Internet development and thus to provide reference for all countries in promoting Internet development and governance.