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Statistical And Process Models For Cognitive Neuroscience And Aging
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Book Synopsis Statistical and Process Models for Cognitive Neuroscience and Aging by : Michael J. Wenger
Download or read book Statistical and Process Models for Cognitive Neuroscience and Aging written by Michael J. Wenger and published by Psychology Press. This book was released on 2007-01-30 with total page 325 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistical and Process Models for Cognitive Neuroscience and Aging addresses methodological techniques for researching cognitive impairment, Alzheimer's disease, the biophysics and structure of the nervous system, the physiology of memory, and the analysis of EEG data. Each chapter, written by the expert in the area, provides a carefully crafted i
Book Synopsis Statistical and Process Models for Cognitive Neuroscience and Aging by : Michael J. Wenger
Download or read book Statistical and Process Models for Cognitive Neuroscience and Aging written by Michael J. Wenger and published by Psychology Press. This book was released on 2007-01-30 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book addresses methodological techniques for researching cognitive impairment, Alzheimer's disease, the biophysics and structure of the nervous system, the physiology of memory, and the analysis of EEG data. Intended for researchers in cognitive, be
Book Synopsis Statistical Methods for Modeling Human Dynamics by : Sy-Miin Chow
Download or read book Statistical Methods for Modeling Human Dynamics written by Sy-Miin Chow and published by Taylor & Francis. This book was released on 2011-02-25 with total page 445 pages. Available in PDF, EPUB and Kindle. Book excerpt: This interdisciplinary volume features contributions from researchers in the fields of psychology, neuroscience, statistics, computer science, and physics. State-of-the-art techniques and applications used to analyze data obtained from studies in cognition, emotion, and electrophysiology are reviewed along with techniques for modeling in real time and for examining lifespan cognitive changes, for conceptualizing change using item response, nonparametric and hierarchical models, and control theory-inspired techniques for deriving diagnoses in medical and psychotherapeutic settings. The syntax for running the analyses presented in the book is provided on the Psychology Press site. Most of the programs are written in R while others are for Matlab, SAS, Win-BUGS, and DyFA. Readers will appreciate a review of the latest methodological techniques developed in the last few years. Highlights include an examination of: Statistical and mathematical modeling techniques for the analysis of brain imaging such as EEGs, fMRIs, and other neuroscience data Dynamic modeling techniques for intensive repeated measurement data Panel modeling techniques for fewer time points data State-space modeling techniques for psychological data Techniques used to analyze reaction time data. Each chapter features an introductory overview of the techniques needed to understand the chapter, a summary, and numerous examples. Each self-contained chapter can be read on its own and in any order. Divided into three major sections, the book examines techniques for examining within-person derivations in change patterns, intra-individual change, and inter-individual differences in change and interpersonal dynamics. Intended for advanced students and researchers, this book will appeal to those interested in applying state-of-the-art dynamic modeling techniques to the the study of neurological, developmental, cognitive, and social/personality psychology, as well as neuroscience, computer science, and engineering.
Book Synopsis Statistical Analysis of fMRI Data by : F. Gregory Ashby
Download or read book Statistical Analysis of fMRI Data written by F. Gregory Ashby and published by MIT Press. This book was released on 2011-03-11 with total page 349 pages. Available in PDF, EPUB and Kindle. Book excerpt: An overview of statistical methods for analyzing data from fMRI experiments. Functional magnetic resonance imaging (fMRI), which allows researchers to observe neural activity in the human brain noninvasively, has revolutionized the scientific study of the mind. An fMRI experiment produces massive amounts of highly complex data; researchers face significant challenges in analyzing the data they collect. This book offers an overview of the most widely used statistical methods of analyzing fMRI data. Every step is covered, from preprocessing to advanced methods for assessing functional connectivity. The goal is not to describe which buttons to push in the popular software packages but to help readers understand the basic underlying logic, the assumptions, the strengths and weaknesses, and the appropriateness of each method. The book covers all of the important current topics in fMRI data analysis, including the relation of the fMRI BOLD (blood oxygen-level dependent) response to neural activation; basic analyses done in virtually every fMRI article—preprocessing, constructing statistical parametrical maps using the general linear model, solving the multiple comparison problem, and group analyses; the most popular methods for assessing functional connectivity—coherence analysis and Granger causality; two widely used multivariate approaches, principal components analysis and independent component analysis; and a brief survey of other current fMRI methods. The necessary mathematics is explained at a conceptual level, but in enough detail to allow mathematically sophisticated readers to gain more than a purely conceptual understanding. The book also includes short examples of Matlab code that implement many of the methods described; an appendix offers an introduction to basic Matlab matrix algebra commands (as well as a tutorial on matrix algebra). A second appendix introduces multivariate probability distributions.
Book Synopsis Cognitive Neuroscience of Aging by : Roberto Cabeza
Download or read book Cognitive Neuroscience of Aging written by Roberto Cabeza and published by Oxford University Press. This book was released on 2009-04-24 with total page 425 pages. Available in PDF, EPUB and Kindle. Book excerpt: Until very recently, our knowledge about the neural basis of cognitive aging was based on two disciplines that had very little contact with each other. Whereas the neuroscience of aging investigated the effects of aging on the brain independently of age-related changes in cognition, the cognitive psychology of aging investigated the effects of aging on cognition independently of age-related changes in the brain. The lack of communication between these two disciplines is currently being addressed by an increasing number of studies that focus on the relationships between cognitive aging and cerebral aging. This rapidly growing body of research has come to constitute a new discipline, which may be called cognitive neuroscience of aging. The goal of Cognitive Neuroscience of Aging is to introduce the reader to this new discipline at a level that is useful to both professionals and students in the domains of cognitive neuroscience, cognitive psychology, neuroscience, neuropsychology, neurology, and other, related areas. This book is divided into four main sections. The first section describes noninvasive measures of cerebral aging, including structural (e.g., volumetric MRI), chemical (e.g., dopamine PET), electrophysiological (e.g., ERPs), and hemodynamic (e.g., fMRI), and discusses how they can be linked to behavioral measures of cognitive aging. The second section reviews evidence for the effects of aging on neural activity during different cognitive functions, including perception and attention, imagery, working memory, long-term memory, and prospective memory. The third section focuses on clinical and applied topics, such as the distinction between healthy aging and Alzheimers disease and the use of cognitive training to ameliorate age-related cognitive decline. The last section describes theories that relate cognitive and cerebral aging, including models accounting for functional neuroimaging evidence and models supported by computer simulations. Taken together, the chapters in this volume provide the first unified and comprehensive overview of the new discipline of cognitive neuroscience of aging.
Book Synopsis Mathematical Models of Perception and Cognition Volume II by : Joseph W. Houpt
Download or read book Mathematical Models of Perception and Cognition Volume II written by Joseph W. Houpt and published by Routledge. This book was released on 2016-05-20 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this two volume festschrift, contributors explore the theoretical developments (Volume I) and applications (Volume II) in traditional cognitive psychology domains, and model other areas of human performance that benefit from rigorous mathematical approaches. It brings together former classmates, students and colleagues of Dr. James T. Townsend, a pioneering researcher in the field since the early 1960s, to provide a current overview of mathematical modeling in psychology. Townsend’s research critically emphasized a need for rigor in the practice of cognitive modeling, and for providing mathematical definition and structure to ill-defined psychological topics. The research captured demonstrates how the interplay of theory and application, bridged by rigorous mathematics, can move cognitive modeling forward.
Book Synopsis Animal Models of Human Cognitive Aging by : Jennifer L. Bizon
Download or read book Animal Models of Human Cognitive Aging written by Jennifer L. Bizon and published by Springer Science & Business Media. This book was released on 2008-11-12 with total page 215 pages. Available in PDF, EPUB and Kindle. Book excerpt: Significant improvements in lifestyle and medical science are leading to an ever increasing elderly population in the United States and other developed nations. The U.S census bureau estimates that the number of people over 65 will nearly double by 2030, and that the elderly will comprise nearly one-fifth of the world’s entire population within the next 20 years. In Animal Models of Human Cognitive Aging, Jennifer Bizon, Alisa Woods, and a panel of international authorities comprehensively discuss the use of animal models as a tool for understanding cognitive changes associated with the aging process. The book provides substantive background on the newest and most widely used animal models in studies of cognition and aging, while detailing the normal and pathological processes of brain aging of humans in relation to those models. Additional chapters comprehensively review frontal cortical deficits and executive function in primates as related to humans, and the use of transgenic modulation in mice to model Alzheimer’s and other age-related diseases. Groundbreaking and authoritative, Animal Models of Human Cognitive Aging provides a valuable resource for Neuroscientists, Gerontological Scientists and all aging medicine researchers, while serving as a primer for understanding current brain aging studies.
Book Synopsis Advances in Computational Intelligence by : Ignacio Rojas
Download or read book Advances in Computational Intelligence written by Ignacio Rojas and published by Springer. This book was released on 2017-06-04 with total page 761 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set LNCS 10305 and LNCS 10306 constitutes the refereed proceedings of the 14th International Work-Conference on Artificial Neural Networks, IWANN 2017, held in Cadiz, Spain, in June 2017. The 126 revised full papers presented in this double volume were carefully reviewed and selected from 199 submissions. The papers are organized in topical sections on Bio-inspired Computing; E-Health and Computational Biology; Human Computer Interaction; Image and Signal Processing; Mathematics for Neural Networks; Self-organizing Networks; Spiking Neurons; Artificial Neural Networks in Industry ANNI'17; Computational Intelligence Tools and Techniques for Biomedical Applications; Assistive Rehabilitation Technology; Computational Intelligence Methods for Time Series; Machine Learning Applied to Vision and Robotics; Human Activity Recognition for Health and Well-Being Applications; Software Testing and Intelligent Systems; Real World Applications of BCI Systems; Machine Learning in Imbalanced Domains; Surveillance and Rescue Systems and Algorithms for Unmanned Aerial Vehicles; End-User Development for Social Robotics; Artificial Intelligence and Games; and Supervised, Non-Supervised, Reinforcement and Statistical Algorithms.
Book Synopsis The Handbook of Aging and Cognition by : Fergus I. M. Craik
Download or read book The Handbook of Aging and Cognition written by Fergus I. M. Craik and published by Taylor & Francis US. This book was released on 2008 with total page 684 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cognitive aging is a flourishing area of research. This third edition reviews the findings and theories since the previous edition and evaluates the field's points of growth.
Book Synopsis Data Analytic Techniques for Dynamical Systems by : Steven M Boker
Download or read book Data Analytic Techniques for Dynamical Systems written by Steven M Boker and published by Psychology Press. This book was released on 2012-10-12 with total page 293 pages. Available in PDF, EPUB and Kindle. Book excerpt: Each volume in the Notre Dame Series on Quantitative Methodology features leading methodologists and substantive experts who provide instruction on innovative techniques designed to enhance quantitative skills in a substantive area. This latest volume focuses on the methodological issues and analyses pertinent to understanding psychological data from a dynamical system perspective. Dynamical systems analysis (DSA) is increasingly used to demonstrate time-dependent variable change. It is used more and more to analyze a variety of psychological phenomena such as relationships, development and aging, emotional regulation, and perceptual processes. The book opens with the best occasions for using DSA methods. The final two chapters focus on the application of dynamical systems methods to problems in psychology such as substance use and gestural dynamics. In addition, it reviews how and when to use: time series models from a discrete time perspective stochastic differential equations in continuous time estimating continuous time differential equation models multilevel models of differential equations to estimate within-person dynamics and the corresponding population means new SEM models for dynamical systems data Data Analytic Techniques for Dynamical Systems is beneficial to advanced students and researchers in the areas of developmental psychology, family studies, language processes, cognitive neuroscience, social and personality psychology, medicine, and emotion. Due to the book’s instructive nature, it serves as an excellent text for advanced courses on this particular technique.
Book Synopsis Cognitive Neuroscience of Aging by : Roberto Cabeza
Download or read book Cognitive Neuroscience of Aging written by Roberto Cabeza and published by Oxford University Press. This book was released on 2017 with total page 633 pages. Available in PDF, EPUB and Kindle. Book excerpt: A rapidly growing body of research has consituted a new discipline that may be called cognitive neuroscience of aging. This book offers an introduction to the topic, useful to both professionals & students in cognitive neuroscience, cognitive psychology, neuroscience, neuropsychology & neurology.
Book Synopsis New Frontiers in Cognitive Aging by : Roger A. Dixon
Download or read book New Frontiers in Cognitive Aging written by Roger A. Dixon and published by Oxford : Oxford University Press. This book was released on 2004 with total page 390 pages. Available in PDF, EPUB and Kindle. Book excerpt: With an ever increasing population of aging people in the western world, it is more crucial than ever that we try to understand how and why cognitive competence breaks down with advancing age; why do some people follow normal patterns of cognitive change, while others follow a path of progressive decline, with neurodegenerative diseases such as Alzheimer's. What can be done to prevent cognitive decline - or to avoid neurodegenerative diseases? The answers, if they come, will not emerge from research within one discipline, but from work being done across a range of scientific and medical specialities. This volume brings together leading experts from a range of fields studying cognitive aging, including neuroscience, pharmacology, health, genetics, sensory biology, and epidemiology. Unlike other books in this area, this book is more about 'new frontiers' than past research and accomplishments. Recently cognitive aging research has taken several new directions, linking with, and benefiting from, rapid technological and theoretical advances in these neighbouring disciplines. This book provides unique interdisciplinary coverage of the topic. With each chapter including commentaries from specialists in related fields, the book provides an integrative study of the topic. For those within the fields of psychology, cognitive neuroscience, and geriatrics, this volume will make an important contribution in furthering our understanding of a problem that affects us all.
Download or read book Measuring the Mind written by John Duncan and published by Oxford University Press. This book was released on 2005-09-15 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: Section I: Reaction time and mental speed 1. Ageing and response times: a comparison of sequential sampling models, Roger Ratcliff, Anjali Thapar, Philip L. Smith & Gail McKoon 2. Inconsistency in response time as an indicator of cognitive ageing, David F. Hultsch, Michael A. Hunter, Stuart W. S. MacDonald & Esther Strauss 3. Ageing and the ability to ignore irrelevant information in visual search and enumeration tasks, Elizabeth A. Maylor & Derrick G. Watson 4. Individual differences and cognitive models of the mind: using the differentiation hypothesis to distinguish general and specific cognitive processes, Mike Anderson & Jeff Nelson 5. Reaction time parameters, intelligence aging and death: the West of Scotland Twenty-07 study, Ian J. Deary & Geoff Der 6. The wrong tree: time perception and time experience in the elderly, John Wearden Section II: Cognitive control and frontal lobe function 7. The chronometrics of task-set control, Stephen Monsell 8. An evaluation of the frontal lobe theory of cognitive ageing, Louise H. Phillips & Julie D. Henry 9. The gateway hypothesis of rostral prefrontal cortex (area 10) function, Paul W. Burgess, Jon S. Simons, Iroise Dumontheil & Sam J. Gilbert 10. Prefrontal cortex and Spearman's g, John Duncan Section III: Memory and age 11. On reducing age-related declines in memory and executive control, Fergus I. M. Craik 12. Working memory and ageing, Alan Baddeley, Hilary Baddeley, Dino Chincotta, Simona Luzzi & Christobel Meikle 13. The own-age effect in face recognition, Timothy J. Perfect & Helen C. Moon Section IV: Real-world cognition 14. Cognitive ethology: giving real life to attention research, Alan Kingstone, Daniel Smilek, Elina Birmingham, Dave Cameron & Walter Bischof 15. Are automated actions beyond conscious access?, Peter McLeod, Peter Sommerville & Nick Reed 16. Operator functional state: the prediction of breakdown in human performance, Robert J. Hockey
Book Synopsis The Aging Mind by : National Research Council
Download or read book The Aging Mind written by National Research Council and published by National Academies Press. This book was released on 2000-04-18 with total page 285 pages. Available in PDF, EPUB and Kindle. Book excerpt: Possible new breakthroughs in understanding the aging mind that can be used to benefit older people are now emerging from research. This volume identifies the key scientific advances and the opportunities they bring. For example, science has learned that among older adults who do not suffer from Alzheimer's disease or other dementias, cognitive decline may depend less on loss of brain cells than on changes in the health of neurons and neural networks. Research on the processes that maintain neural health shows promise of revealing new ways to promote cognitive functioning in older people. Research is also showing how cognitive functioning depends on the conjunction of biology and culture. The ways older people adapt to changes in their nervous systems, and perhaps the changes themselves, are shaped by past life experiences, present living situations, changing motives, cultural expectations, and emerging technology, as well as by their physical health status and sensory-motor capabilities. Improved understanding of how physical and contextual factors interact can help explain why some cognitive functions are impaired in aging while others are spared and why cognitive capability is impaired in some older adults and spared in others. On the basis of these exciting findings, the report makes specific recommends that the U.S. government support three major new initiatives as the next steps for research.
Book Synopsis The Elements of Cognitive Aging by : Paul Verhaeghen
Download or read book The Elements of Cognitive Aging written by Paul Verhaeghen and published by Oxford University Press. This book was released on 2013-09-20 with total page 379 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Elements of Cognitive Aging provides a qualitative overview (mostly using graphical meta-analysis) of the vast literature on aging and speeded tasks-bringing together, for the first time, almost everything we know about aging and processing speed. The book investigates age-related slowing in elementary tasks (including updated parameters for the Aging Human Information Processor) and tasks of executive control (inhibition, task shifting, and task coordination). It examines regularities in the age-related effects of these tasks that might hint at underlying brain-related mechanisms, while having a keen eye for alternative explanations (such as increased caution with age). It models the course of speed-of-processing over the lifespan and investigates the influence of generational differences on mental speed. Finally, it examines the influence of age-related mental slowing on other aspects of cognition (working memory, executive control episodic memory, aspects of fluid intelligence), and provides the first systematic review of age-speed-cognition mediation in a longitudinal context.
Book Synopsis Cognitive and Social Neuroscience of Aging by : Angela Gutchess
Download or read book Cognitive and Social Neuroscience of Aging written by Angela Gutchess and published by Cambridge University Press. This book was released on 2019-01-03 with total page 313 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cognitive and Social Neuroscience of Aging is an introduction to how aging affects the brain, intended for audiences with some knowledge of psychology, aging, or neuroscience. The book includes figures illustrating brain regions so that extensive familiarity with neuroanatomy is not a pre-requisite. The depth of coverage also makes this book appropriate for those with considerable knowledge about aging. This book adopts an integrative perspective, including topics such as memory, cognition, cognitive training, emotion, and social processes. Topics include consideration of individual differences and the impact of disorders (e.g. Alzheimer's disease) on brain function with age. Although many declines occur with age, cognitive neuroscience research reveals plasticity and adaptation in the brain as a function of normal aging. This book is written with this perspective in mind, emphasizing the ways in which neuroscience methods have enriched and changed thinking about aging.
Author :Marie-Christine Pardon Publisher :Springer Science & Business Media ISBN 13 :3642238750 Total Pages :361 pages Book Rating :4.6/5 (422 download)
Book Synopsis Behavioral Neurobiology of Aging by : Marie-Christine Pardon
Download or read book Behavioral Neurobiology of Aging written by Marie-Christine Pardon and published by Springer Science & Business Media. This book was released on 2012-04-15 with total page 361 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume discusses the current state of research findings related to healthy brain aging by integrating human clinical studies and translational research in animal models. Several chapters offer a unique overview of successful aging, age-related cognitive decline and its associated structural and functional brain changes, as well as how these changes are influenced by reproductive aging. Insights provided by preclinical studies in mouse models and advanced neuroimaging techniques in humans are also presented.
