Computational Neuroscience Theoretical Insights Into Brain Function

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Computational Neuroscience: Theoretical Insights into Brain Function

Author : Paul Cisek
Publisher : Elsevier
ISBN 13 : 0080555020
Total Pages : 571 pages
Book Rating : 4.0/5 (85 download)

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Book Synopsis Computational Neuroscience: Theoretical Insights into Brain Function by : Paul Cisek

Download or read book Computational Neuroscience: Theoretical Insights into Brain Function written by Paul Cisek and published by Elsevier. This book was released on 2007-11-14 with total page 571 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computational neuroscience is a relatively new but rapidly expanding area of research which is becoming increasingly influential in shaping the way scientists think about the brain. Computational approaches have been applied at all levels of analysis, from detailed models of single-channel function, transmembrane currents, single-cell electrical activity, and neural signaling to broad theories of sensory perception, memory, and cognition. This book provides a snapshot of this exciting new field by bringing together chapters on a diversity of topics from some of its most important contributors. This includes chapters on neural coding in single cells, in small networks, and across the entire cerebral cortex, visual processing from the retina to object recognition, neural processing of auditory, vestibular, and electromagnetic stimuli, pattern generation, voluntary movement and posture, motor learning, decision-making and cognition, and algorithms for pattern recognition. Each chapter provides a bridge between a body of data on neural function and a mathematical approach used to interpret and explain that data. These contributions demonstrate how computational approaches have become an essential tool which is integral in many aspects of brain science, from the interpretation of data to the design of new experiments, and to the growth of our understanding of neural function.• Includes contributions by some of the most influential people in the field of computational neuroscience• Demonstrates how computational approaches are being used today to interpret experimental data• Covers a wide range of topics from single neurons, to neural systems, to abstract models of learning

Fundamentals of Computational Neuroscience

Author : Thomas Trappenberg
Publisher : Oxford University Press
ISBN 13 : 0199568413
Total Pages : 417 pages
Book Rating : 4.1/5 (995 download)

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Book Synopsis Fundamentals of Computational Neuroscience by : Thomas Trappenberg

Download or read book Fundamentals of Computational Neuroscience written by Thomas Trappenberg and published by Oxford University Press. This book was released on 2010 with total page 417 pages. Available in PDF, EPUB and Kindle. Book excerpt: The new edition of Fundamentals of Computational Neuroscience build on the success and strengths of the first edition. Completely redesigned and revised, it introduces the theoretical foundations of neuroscience with a focus on the nature of information processing in the brain.

Cognitive Science, Computational Intelligence, and Data Analytics

Author : Vikas Khare
Publisher : Elsevier
ISBN 13 : 0443160791
Total Pages : 334 pages
Book Rating : 4.4/5 (431 download)

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Book Synopsis Cognitive Science, Computational Intelligence, and Data Analytics by : Vikas Khare

Download or read book Cognitive Science, Computational Intelligence, and Data Analytics written by Vikas Khare and published by Elsevier. This book was released on 2024-06-06 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cognitive Science, Computational Intelligence, and Data Analytics: Methods and Applications with Python introduces readers to the foundational concepts of data analysis, cognitive science, and computational intelligence, including AI and Machine Learning. The book's focus is on fundamental ideas, procedures, and computational intelligence tools that can be applied to a wide range of data analysis approaches, with applications that include mathematical programming, evolutionary simulation, machine learning, and logic-based models. It offers readers the fundamental and practical aspects of cognitive science and data analysis, exploring data analytics in terms of description, evolution, and applicability in real-life problems.The authors cover the history and evolution of cognitive analytics, methodological concerns in philosophy, syntax and semantics, understanding of generative linguistics, theory of memory and processing theory, structured and unstructured data, qualitative and quantitative data, measurement of variables, nominal, ordinals, intervals, and ratio scale data. The content in this book is tailored to the reader's needs in terms of both type and fundamentals, including coverage of multivariate analysis, CRISP methodology and SEMMA methodology. Each chapter provides practical, hands-on learning with real-world applications, including case studies and Python programs related to the key concepts being presented. - Demystifies the theory of data analytics using a step-by-step approach - Covers the intersection of cognitive science, computational intelligence, and data analytics by providing examples and case studies with applied algorithms, mathematics, and Python programming code - Introduces foundational data analytics techniques such as CRISP-DM, SEMMA, and Object Detection Models in the context of computational intelligence methods and tools - Covers key concepts of multivariate and cognitive data analytics such as factor analytics, principal component analytics, linear regression analysis, logistic regression analysis, and value chain applications

Neural Engineering

Author : Chris Eliasmith
Publisher : MIT Press
ISBN 13 : 9780262550604
Total Pages : 384 pages
Book Rating : 4.5/5 (56 download)

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Book Synopsis Neural Engineering by : Chris Eliasmith

Download or read book Neural Engineering written by Chris Eliasmith and published by MIT Press. This book was released on 2003 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: A synthesis of current approaches to adapting engineering tools to the study of neurobiological systems.

Down Syndrome: From Understanding the Neurobiology to Therapy

Author :
Publisher : Elsevier
ISBN 13 : 0444543007
Total Pages : 273 pages
Book Rating : 4.4/5 (445 download)

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Book Synopsis Down Syndrome: From Understanding the Neurobiology to Therapy by :

Download or read book Down Syndrome: From Understanding the Neurobiology to Therapy written by and published by Elsevier. This book was released on 2012-10-16 with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt: Down syndrome (DS) is the most common example of neurogenetic aneuploid disorder leading to mental retardation. In most cases, DS results from an extra copy of chromosome 21 (HSA21) producing deregulated gene expression in brain that gives raise to subnormal intellectual functioning. The topic of this volume is of broad interest for the neuroscience community, because it tackles the concept of neurogenomics, that is, how the genome as a whole contributes to a neurodevelopmental cognitive disorders, such as DS, and thus to the development, structure and function of the nervous system. This volume of Progress in Brain Research discusses comparative genomics, gene expression atlases of the brain, network genetics, engineered mouse models and applications to human and mouse behavioral and cognitive phenotypes. It brings together scientists of diverse backgrounds, by facilitating the integration of research directed at different levels of biological organization, and by highlighting translational research and the application of the existing scientific knowledge to develop improved DS treatments and cures. - Leading authors review the state-of-the-art in their field of investigation and provide their views and perspectives for future research - Chapters are extensively referenced to provide readers with a comprehensive list of resources on the topics covered - All chapters include comprehensive background information and are written in a clear form that is also accessible to the non-specialist

Evolution of the Primate Brain

Author :
Publisher : Elsevier
ISBN 13 : 0444538674
Total Pages : 493 pages
Book Rating : 4.4/5 (445 download)

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Book Synopsis Evolution of the Primate Brain by :

Download or read book Evolution of the Primate Brain written by and published by Elsevier. This book was released on 2012-01-25 with total page 493 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume of Progress in Brain Research provides a synthetic source of information about state-of-the-art research that has important implications for the evolution of the brain and cognition in primates, including humans. This topic requires input from a variety of fields that are developing at an unprecedented pace: genetics, developmental neurobiology, comparative and functional neuroanatomy (at gross and microanatomical levels), quantitative neurobiology related to scaling factors that constrain brain organization and evolution, primate palaeontology (including paleoneurology), paleo-anthropology, comparative psychology, and behavioural evolutionary biology. Written by internationally-renowned scientists, this timely volume will be of wide interest to students, scholars, science journalists, and a variety of experts who are interested in keeping track of the discoveries that are rapidly emerging about the evolution of the brain and cognition. - Written by internationally renowned scientists, this timely volume will be of wide interest to students, scholars, science journalists, and a variety of experts who are interested in keeping track of the discoveries that are rapidly emerging about the evolution of the brain and cognition

Brain Machine Interfaces

Author :
Publisher : Elsevier
ISBN 13 : 044453816X
Total Pages : 297 pages
Book Rating : 4.4/5 (445 download)

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Book Synopsis Brain Machine Interfaces by :

Download or read book Brain Machine Interfaces written by and published by Elsevier. This book was released on 2011-08-21 with total page 297 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume follows on from the symposium "Brain Machine Interfaces - Implications for science, clinical practice and society", held on August 26th-29th 2010 in Ystad, Sweden, and features contributions from pioneers and leading scientists in the field of BMI and motor systems physiology, including spinal cord, basal ganglia and motor cortex. The wide range of topics covered include implants for mind control of prostheses and in robotics, clinical and experimental research on Deep Brain Stimulation (DBS) for the treatment of Parkinson's disease, depression and Alzheimer's disease, cochlear implants, retinal implants, novel flexible micro- and nano-electrode implants, safety aspects including acute and chronic tissue reactions to implants and on ethical issues in DBS. Program and abstracts from the individual contributors can be found on http://www.med.lu.se/nrc/bmi_symposium. - Leading authors review the state-of-the-art in their field of investigation and provide their views and perspectives for future research - Chapters are extensively referenced to provide readers with a comprehensive list of resources on the topics covered - All chapters include comprehensive background information and are written in a clear form that is also accessible to the non-specialist

Slow Brain Oscillations of Sleep, Resting State and Vigilance

Author :
Publisher : Elsevier
ISBN 13 : 0444538380
Total Pages : 385 pages
Book Rating : 4.4/5 (445 download)

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Book Synopsis Slow Brain Oscillations of Sleep, Resting State and Vigilance by :

Download or read book Slow Brain Oscillations of Sleep, Resting State and Vigilance written by and published by Elsevier. This book was released on 2011-08-13 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume of Progress in Brain Research documents research presented at the 26th International Summer School of Brain Research (Amsterdam, Jun/Jul 2010) and looks at how the oscillations that characterize brain activity vary between task performance - the EEG power and performance modulations, rest - the MRI default mode and other networks, and sleep - the cortical slow oscillations. Studies over the past decade indicate that the study of these slow oscillations is essential for our understanding of plasticity, memory, brain structure from synapse to default mode network, cognition, consciousness and ultimately for our understanding of the mechanisms and functions of sleep and vigilance. - Leading authors review the state-of-the-art in their field of investigation and provide their views and perspectives for future research - Chapters are extensively referenced to provide readers with a comprehensive list of resources on the topics covered - All chapters include comprehensive background information and are written in a clear form that is also accessible to the non-specialist

Functional Neural Transplantation III

Author :
Publisher : Newnes
ISBN 13 : 0444595457
Total Pages : 405 pages
Book Rating : 4.4/5 (445 download)

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Book Synopsis Functional Neural Transplantation III by :

Download or read book Functional Neural Transplantation III written by and published by Newnes. This book was released on 2012-12-31 with total page 405 pages. Available in PDF, EPUB and Kindle. Book excerpt: This issue of Progress in Brain Research is split over 2 volumes, bringing together cutting-edge research on Functional Neural Transplantation. The 2 volumes review current knowledge and understanding, provide a starting point for researchers and practitioners entering the field, and build a platform for further research and discovery. - Leading authors review the state-of-the-art in their field of investigation, and provide their views and perspectives for future research - Chapters are extensively referenced to provide readers with a comprehensive list of resources on the topics covered - All chapters include comprehensive background information and are written in a clear form that is also accessible to the non-specialist

Referent control of action and perception

Author : Anatol G. Feldman
Publisher : Springer
ISBN 13 : 1493927361
Total Pages : 254 pages
Book Rating : 4.4/5 (939 download)

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Book Synopsis Referent control of action and perception by : Anatol G. Feldman

Download or read book Referent control of action and perception written by Anatol G. Feldman and published by Springer. This book was released on 2015-06-18 with total page 254 pages. Available in PDF, EPUB and Kindle. Book excerpt: Empirical data on neural control of motor action and perception have not yet been put into the context of a coherent theory. Dr. Feldman's goal for the proposed book is to illustrate that the field is now at a stage where the data can be used to formulate some core principles that underlie action and perception and to present the foundation of a scientific theory of motor control. Dr. Feldman is a well-known expert and has been active in the field for a long time. In the proposed book he will outline an approach to the analysis of action and perception that he and his colleagues have been using for the past 50 years or so. His theoretical approach will not only help to explain past empirical research, but should also help to inform and provide a structure for future empirical studies.

The Fine Arts, Neurology, and Neuroscience

Author :
Publisher : Elsevier
ISBN 13 : 0444632883
Total Pages : 260 pages
Book Rating : 4.4/5 (446 download)

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Book Synopsis The Fine Arts, Neurology, and Neuroscience by :

Download or read book The Fine Arts, Neurology, and Neuroscience written by and published by Elsevier. This book was released on 2013-09-12 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume on neuroscience, neurology, and the fine arts brings several disciplines together. It presents current thoughts and modern examples about how science, medicine and the arts have interacted in the past and are still converging. This volume specifically explores the history and modern perspective on neurology and neuroscience. - This volume explores the history and modern perspective on neurology and neuroscience

Gene Expression to Neurobiology and Behaviour

Author :
Publisher : Elsevier
ISBN 13 : 0444538852
Total Pages : 373 pages
Book Rating : 4.4/5 (445 download)

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Book Synopsis Gene Expression to Neurobiology and Behaviour by :

Download or read book Gene Expression to Neurobiology and Behaviour written by and published by Elsevier. This book was released on 2011-04-21 with total page 373 pages. Available in PDF, EPUB and Kindle. Book excerpt: How does the genome, interacting with the multi-faceted environment, translate into the development by which the human brain achieves its astonishing, adaptive array of cognitive and behavioral capacities? Why and how does this process sometimes lead to neurodevelopmental disorders with a major, lifelong personal and social impact? This volume of Progress in Brain Research links findings on the structural development of the human brain, the expression of genes in behavioral and cognitive phenotypes, environmental effects on brain development, and developmental processes in perception, action, attention, cognitive control, social cognition, and language, in an attempt to answer these questions. - Leading authors review the state-of-the-art in their field of investigation and provide their views and perspectives for future research - Chapters are extensively referenced to provide readers with a comprehensive list of resources on the topics covered - All chapters include comprehensive background information and are written in a clear form that is also accessible to the non-specialist

The Neurobiology of Circadian Timing

Author :
Publisher : Elsevier
ISBN 13 : 044459454X
Total Pages : 513 pages
Book Rating : 4.4/5 (445 download)

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Book Synopsis The Neurobiology of Circadian Timing by :

Download or read book The Neurobiology of Circadian Timing written by and published by Elsevier. This book was released on 2012-12-06 with total page 513 pages. Available in PDF, EPUB and Kindle. Book excerpt: Leading authors review the state-of-the-art in their field of investigation, and provide their views and perspectives for future researchChapters are extensively referenced to provide readers with a comprehensive list of resources on the topics coveredAll chapters include comprehensive background information and are written in a clear form that is also accessible to the non-specialist - Leading authors review the state-of-the-art in their field of investigation, and provide their views and perspectives for future research - Chapters are extensively referenced to provide readers with a comprehensive list of resources on the topics covered - All chapters include comprehensive background information and are written in a clear form that is also accessible to the non-specialist

Optogenetics

Author :
Publisher : Elsevier
ISBN 13 : 0444594450
Total Pages : 289 pages
Book Rating : 4.4/5 (445 download)

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Book Synopsis Optogenetics by :

Download or read book Optogenetics written by and published by Elsevier. This book was released on 2012-12-06 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: Optogenetics is a fast-growing field concerning the invention, and use, of molecules that are genetically expressed in cells, and then either report on cellular physiology in optical form, or enable control of specific pathways in cells when actuated by light. This book reviews the current state, as well as the underlying principles and future directions, of a diversity of optogenetic tools of importance for observing and controlling cellular signaling and physiology. These tools are already revolutionizing neuroscience, and are starting to have impact on fields ranging from metabolism to development to cardiology. The book contains a dozen chapters written by world experts on these topics, half focusing on the optogenetic molecular tools themselves, and half on the genetic and hardware approaches that make them powerfully useful in intact tissues and organisms. - Leading authors review the state-of-the-art in their field of investigation and provide their views and perspectives for future research - Chapters are extensively referenced to provide readers with a comprehensive list of resources on the topics covered - All chapters include comprehensive background information and are written in a clear form that is also accessible to the non-specialist

Breathe, Walk and Chew; The Neural Challenge: Part II

Author :
Publisher : Elsevier
ISBN 13 : 0444538267
Total Pages : 267 pages
Book Rating : 4.4/5 (445 download)

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Book Synopsis Breathe, Walk and Chew; The Neural Challenge: Part II by :

Download or read book Breathe, Walk and Chew; The Neural Challenge: Part II written by and published by Elsevier. This book was released on 2011-02-16 with total page 267 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume investigates the implications of how our brain directs our movements on decision-making. An extensive body of knowledge in chapters from international experts is presented as well as integrative group reports discussing new directions for future research. The understanding of how people make decisions is of central interest to experts working in fields such as psychology, economics, movement science, cognitive neuroscience, neuroinformatics, robotics, and sport science. For the first time the current volume provides a multidisciplinary overview of how action and cognition are integrated in the planning of and decisions about action. - Offers intense, focused, and genuine interdisciplinary perspective - Conveys state-of-the-art and outlines future research directions on the hot topic of mind and motion (or embodied cognition) - Includes contributions from psychologists, neuroscientists, movement scientists, economists, and others

Breathe, Walk and Chew

Author :
Publisher : Elsevier
ISBN 13 : 044453623X
Total Pages : 243 pages
Book Rating : 4.4/5 (445 download)

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Book Synopsis Breathe, Walk and Chew by :

Download or read book Breathe, Walk and Chew written by and published by Elsevier. This book was released on 2010-12-03 with total page 243 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume focuses on the interplay of mind and motion-the bidirectional link between thought and action. In particular, it investigates the implications that this coupling has for decision making. How do we anticipate the consequences of choices and how is the brain able to represent these choice options and their potential consequences? How are different options evaluated and how is a preferred option selected and implemented? This volume addresses these questions not only through an extensive body of knowledge consisting of individual chapters by international experts, but also through integrative group reports that pave a runway into the future. The understanding of how people make decisions is of common interest to experts working in fields such as psychology, economics, movement science, cognitive neuroscience, neuroinformatics, robotics, and sport science. So far, however, it has mainly been advanced in isolation within distinct research disciplines; in contrast, this book results from a deliberate assembly of multidisciplinary teams. It offers intense, focused, and genuine interdisciplinary perspective. It conveys state-of-the-art and outlines future research directions on the hot topic of Mind and Motion (or embodied cognition). It includes contributions from psychologists, neuroscientists, movement scientists, economists, and others.

Human Sleep and Cognition, Part II

Author :
Publisher : Elsevier
ISBN 13 : 0444538186
Total Pages : 229 pages
Book Rating : 4.4/5 (445 download)

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Book Synopsis Human Sleep and Cognition, Part II by :

Download or read book Human Sleep and Cognition, Part II written by and published by Elsevier. This book was released on 2011-05-16 with total page 229 pages. Available in PDF, EPUB and Kindle. Book excerpt: There is a critical, bidirectional relationship between sleep and cognition, yet the literature in this area is scattered, and it is surprisingly difficult to find a comprehensive overview of the basic principles, latest discoveries, and outstanding challenges. This issue of Progress in Brain Research is split over 2 volumes, bringing together cutting-edge research on the topic in the basic, clinical and applied sciences. The 2 volumes review current knowledge and understanding, provide a starting point for researchers and practitioners entering the field, and build a platform for further research and discovery. - Leading authors review the state-of-the-art in their field of investigation, and provide their views and perspectives for future research - Chapters are extensively referenced to provide readers with a comprehensive list of resources on the topics covered - All chapters include comprehensive background information and are written in a clear form that is also accessible to the non-specialist