Recent Advances And The Future Generation Of Neuroinformatics Infrastructure

Author : Xi Cheng,Daniel R. Weinberger,Daniel Marcus,John Van Horn,Venkata Satyanand Mattay,Qian Luo
Publisher : Frontiers Media SA
Page : 390 pages
File Size : 55,5 Mb
Release : 2015-12-11
Category : Electronic book
ISBN : 9782889196777

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Recent Advances and the Future Generation of Neuroinformatics Infrastructure by Xi Cheng,Daniel R. Weinberger,Daniel Marcus,John Van Horn,Venkata Satyanand Mattay,Qian Luo Pdf

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.

Author : Nikola Kasabov
Publisher : Springer Science & Business Media
Page : 1229 pages
File Size : 52,8 Mb
Release : 2013-11-30
Category : Technology & Engineering
ISBN : 9783642305740

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Springer Handbook of Bio-/Neuro-Informatics by Nikola Kasabov Pdf

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.

Author : Phillip C. Badger
Publisher : DIANE Publishing
Page : 95 pages
File Size : 47,5 Mb
Release : 1999-09
Category : Electronic
ISBN : 9780788172717

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

Author : United States. Congress. Senate. Committee on Commerce, Science, and Transportation. Subcommittee on Science, Technology, and Space
Publisher : Unknown
Page : 96 pages
File Size : 40,7 Mb
Release : 1996
Category : Computers
ISBN : UCAL:B5182626

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

Author : Sook-Lei Liew,Lianne Schmaal,Neda Jahanshad
Publisher : Frontiers Media SA
Page : 192 pages
File Size : 46,5 Mb
Release : 2019-10-10
Category : Electronic
ISBN : 9782889630295

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Collaborative Efforts for Understanding the Human Brain by Sook-Lei Liew,Lianne Schmaal,Neda Jahanshad Pdf

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.

Author : United States. Congress. House. Committee on Appropriations. Subcommittee on the Departments of Labor, Health and Human Services, Education, and Related Agencies
Publisher : Unknown
Page : 852 pages
File Size : 42,5 Mb
Release : 2002
Category : United States
ISBN : LOC:00098595363

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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 Pdf

Author : Maaike M. H. Van Swieten,Christian Haselgrove
Publisher : Frontiers Media SA
Page : 136 pages
File Size : 48,5 Mb
Release : 2024-03-08
Category : Science
ISBN : 9782832545935

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

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).

Author : Boris Kryzhanovsky,Witali Dunin-Barkowski,Vladimir Redko,Yury Tiumentsev
Publisher : Springer
Page : 344 pages
File Size : 47,9 Mb
Release : 2018-10-06
Category : Technology & Engineering
ISBN : 9783030013288

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Advances in Neural Computation, Machine Learning, and Cognitive Research II by Boris Kryzhanovsky,Witali Dunin-Barkowski,Vladimir Redko,Yury Tiumentsev Pdf

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.

Author : Chinese Academy of Cyberspace Studies
Publisher : Springer Nature
Page : 146 pages
File Size : 55,6 Mb
Release : 2020-06-16
Category : Technology & Engineering
ISBN : 9789811540677

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World Internet Development Report 2018 by Chinese Academy of Cyberspace Studies Pdf

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.

Author : Enayat A. Moallemi,Fjalar J. de Haan
Publisher : Routledge
Page : 254 pages
File Size : 52,9 Mb
Release : 2019-11-28
Category : Business & Economics
ISBN : 9780429576669

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Modelling Transitions by Enayat A. Moallemi,Fjalar J. de Haan Pdf

Modelling Transitions shows what computational, formal and data-driven approaches can and could mean for sustainability transitions research, presenting the state-of-the-art and exploring what lies beyond. Featuring contributions from many well-known authors, this book presents the various benefits of modelling for transitions research. More than just taking stock, it also critically examines what modelling of transformative change means and could mean for transitions research and for other disciplines that study societal changes. This includes identifying a variety of approaches currently not part of the portfolios of transitions modellers. Far from only singing praise, critical methodological and philosophical introspection are key aspects of this important book. This book speaks to modellers and non-modellers alike who value the development of robust knowledge on transitions to sustainability, including colleagues in congenial fields. Be they students, researchers or practitioners, everyone interested in transitions should find this book relevant as reference, resource and guide.

Author : Gregory J. Boyle,Georg Northoff,Aron K. Barbey,Felipe Fregni,Marjan Jahanshahi,Alvaro Pascual-Leone,Barbara J. Sahakian
Publisher : SAGE Publications Limited
Page : 832 pages
File Size : 42,8 Mb
Release : 2023-11-08
Category : Psychology
ISBN : 9781529616583

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The Sage Handbook of Cognitive and Systems Neuroscience by Gregory J. Boyle,Georg Northoff,Aron K. Barbey,Felipe Fregni,Marjan Jahanshahi,Alvaro Pascual-Leone,Barbara J. Sahakian Pdf

Cognitive neuroscience is the interdisciplinary study of how cognitive and intellectual functions are processed and represented within the brain, which is critical to building understanding of core psychological and behavioural processes such as learning, memory, behaviour, perception, and consciousness. Understanding these processes not only offers relevant fundamental insights into brain-behavioural relations, but may also lead to actionable knowledge that can be applied in the clinical treatment of patients with various brain-related disabilities. This Handbook focusses on the foundational principles, methods, and underlying systems in cognitive and systems neuroscience, as well as examining cutting-edge methodological advances and innovations. Containing 34 original, state of the art contributions from leading experts in the field, this Handbook is essential reading for researchers and students of cognitive psychology, as well as scholars across the fields of neuroscientific, behavioural and health sciences. Part 1: Background Considerations Part 2: Neuroscientific Substrates and Principles Part 3: Neuroanatomical Brain Systems Part 4: Neural Dynamics and Processes Part 5: Sensory-Perceptual Systems and Cognition Part 6: Methodological Advances

Author : Gary Marcus,Jeremy Freeman
Publisher : Princeton University Press
Page : 312 pages
File Size : 53,6 Mb
Release : 2024-04-30
Category : Science
ISBN : 9780691258928

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The Future of the Brain by Gary Marcus,Jeremy Freeman Pdf

The world's top experts take readers to the very frontiers of brain science Includes a chapter by 2014 Nobel laureates May-Britt Moser and Edvard Moser An unprecedented look at the quest to unravel the mysteries of the human brain, The Future of the Brain takes readers to the absolute frontiers of science. Original essays by leading researchers such as Christof Koch, George Church, Olaf Sporns, and May-Britt and Edvard Moser describe the spectacular technological advances that will enable us to map the more than eighty-five billion neurons in the brain, as well as the challenges that lie ahead in understanding the anticipated deluge of data and the prospects for building working simulations of the human brain. A must-read for anyone trying to understand ambitious new research programs such as the Obama administration's BRAIN Initiative and the European Union's Human Brain Project, The Future of the Brain sheds light on the breathtaking implications of brain science for medicine, psychiatry, and even human consciousness itself. Contributors include: Misha Ahrens, Ned Block, Matteo Carandini, George Church, John Donoghue, Chris Eliasmith, Simon Fisher, Mike Hawrylycz, Sean Hill, Christof Koch, Leah Krubitzer, Michel Maharbiz, Kevin Mitchell, Edvard Moser, May-Britt Moser, David Poeppel, Krishna Shenoy, Olaf Sporns, Anthony Zador.

Author : Edward H. Shortliffe,James J. Cimino
Publisher : Springer Science & Business Media
Page : 1060 pages
File Size : 47,5 Mb
Release : 2006-12-02
Category : Technology & Engineering
ISBN : 9780387362786

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Biomedical Informatics by Edward H. Shortliffe,James J. Cimino Pdf

This book focuses on the role of computers in the provision of medical services. It provides both a conceptual framework and a practical approach for the implementation and management of IT used to improve the delivery of health care. Inspired by a Stanford University training program, it fills the need for a high quality text in computers and medicine. It meets the growing demand by practitioners, researchers, and students for a comprehensive introduction to key topics in the field. Completely revised and expanded, this work includes several new chapters filled with brand new material.

Author : John David Griffiths,Kelly Shen,Padraig Gleeson
Publisher : Frontiers Media SA
Page : 216 pages
File Size : 43,6 Mb
Release : 2022-11-10
Category : Science
ISBN : 9782832501795

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Neuroinformatics of Large Scale Brain Modelling by John David Griffiths,Kelly Shen,Padraig Gleeson Pdf

Author : Malcolm Atkinson,Rob Baxter,Peter Brezany,Oscar Corcho,Michelle Galea,Mark Parsons,David Snelling,Jano van Hemert
Publisher : John Wiley & Sons
Page : 423 pages
File Size : 55,7 Mb
Release : 2013-03-19
Category : Computers
ISBN : 9781118540305

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The Data Bonanza by Malcolm Atkinson,Rob Baxter,Peter Brezany,Oscar Corcho,Michelle Galea,Mark Parsons,David Snelling,Jano van Hemert Pdf

Complete guidance for mastering the tools and techniques of the digital revolution With the digital revolution opening up tremendous opportunities in many fields, there is a growing need for skilled professionals who can develop data-intensive systems and extract information and knowledge from them. This book frames for the first time a new systematic approach for tackling the challenges of data-intensive computing, providing decision makers and technical experts alike with practical tools for dealing with our exploding data collections. Emphasizing data-intensive thinking and interdisciplinary collaboration, The Data Bonanza: Improving Knowledge Discovery in Science, Engineering, and Business examines the essential components of knowledge discovery, surveys many of the current research efforts worldwide, and points to new areas for innovation. Complete with a wealth of examples and DISPEL-based methods demonstrating how to gain more from data in real-world systems, the book: Outlines the concepts and rationale for implementing data-intensive computing in organizations Covers from the ground up problem-solving strategies for data analysis in a data-rich world Introduces techniques for data-intensive engineering using the Data-Intensive Systems Process Engineering Language DISPEL Features in-depth case studies in customer relations, environmental hazards, seismology, and more Showcases successful applications in areas ranging from astronomy and the humanities to transport engineering Includes sample program snippets throughout the text as well as additional materials on a companion website The Data Bonanza is a must-have guide for information strategists, data analysts, and engineers in business, research, and government, and for anyone wishing to be on the cutting edge of data mining, machine learning, databases, distributed systems, or large-scale computing.