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Active Inference

Active Inference PDF Author: Thomas Parr
Publisher: MIT Press
ISBN: 0262362287
Category : Science
Languages : en
Pages : 313

Book Description
The first comprehensive treatment of active inference, an integrative perspective on brain, cognition, and behavior used across multiple disciplines. Active inference is a way of understanding sentient behavior—a theory that characterizes perception, planning, and action in terms of probabilistic inference. Developed by theoretical neuroscientist Karl Friston over years of groundbreaking research, active inference provides an integrated perspective on brain, cognition, and behavior that is increasingly used across multiple disciplines including neuroscience, psychology, and philosophy. Active inference puts the action into perception. This book offers the first comprehensive treatment of active inference, covering theory, applications, and cognitive domains. Active inference is a “first principles” approach to understanding behavior and the brain, framed in terms of a single imperative to minimize free energy. The book emphasizes the implications of the free energy principle for understanding how the brain works. It first introduces active inference both conceptually and formally, contextualizing it within current theories of cognition. It then provides specific examples of computational models that use active inference to explain such cognitive phenomena as perception, attention, memory, and planning.

Active Inference

Active Inference PDF Author: Thomas Parr
Publisher: MIT Press
ISBN: 0262362287
Category : Science
Languages : en
Pages : 313

Book Description
The first comprehensive treatment of active inference, an integrative perspective on brain, cognition, and behavior used across multiple disciplines. Active inference is a way of understanding sentient behavior—a theory that characterizes perception, planning, and action in terms of probabilistic inference. Developed by theoretical neuroscientist Karl Friston over years of groundbreaking research, active inference provides an integrated perspective on brain, cognition, and behavior that is increasingly used across multiple disciplines including neuroscience, psychology, and philosophy. Active inference puts the action into perception. This book offers the first comprehensive treatment of active inference, covering theory, applications, and cognitive domains. Active inference is a “first principles” approach to understanding behavior and the brain, framed in terms of a single imperative to minimize free energy. The book emphasizes the implications of the free energy principle for understanding how the brain works. It first introduces active inference both conceptually and formally, contextualizing it within current theories of cognition. It then provides specific examples of computational models that use active inference to explain such cognitive phenomena as perception, attention, memory, and planning.

Discovering the Brain

Discovering the Brain PDF Author: National Academy of Sciences
Publisher: National Academies Press
ISBN: 0309045290
Category : Medical
Languages : en
Pages : 195

Book Description
The brain ... There is no other part of the human anatomy that is so intriguing. How does it develop and function and why does it sometimes, tragically, degenerate? The answers are complex. In Discovering the Brain, science writer Sandra Ackerman cuts through the complexity to bring this vital topic to the public. The 1990s were declared the "Decade of the Brain" by former President Bush, and the neuroscience community responded with a host of new investigations and conferences. Discovering the Brain is based on the Institute of Medicine conference, Decade of the Brain: Frontiers in Neuroscience and Brain Research. Discovering the Brain is a "field guide" to the brainâ€"an easy-to-read discussion of the brain's physical structure and where functions such as language and music appreciation lie. Ackerman examines: How electrical and chemical signals are conveyed in the brain. The mechanisms by which we see, hear, think, and pay attentionâ€"and how a "gut feeling" actually originates in the brain. Learning and memory retention, including parallels to computer memory and what they might tell us about our own mental capacity. Development of the brain throughout the life span, with a look at the aging brain. Ackerman provides an enlightening chapter on the connection between the brain's physical condition and various mental disorders and notes what progress can realistically be made toward the prevention and treatment of stroke and other ailments. Finally, she explores the potential for major advances during the "Decade of the Brain," with a look at medical imaging techniquesâ€"what various technologies can and cannot tell usâ€"and how the public and private sectors can contribute to continued advances in neuroscience. This highly readable volume will provide the public and policymakersâ€"and many scientists as wellâ€"with a helpful guide to understanding the many discoveries that are sure to be announced throughout the "Decade of the Brain."

When I'm 64

When I'm 64 PDF Author: National Research Council
Publisher: National Academies Press
ISBN: 0309164915
Category : Social Science
Languages : en
Pages : 280

Book Description
By 2030 there will be about 70 million people in the United States who are older than 64. Approximately 26 percent of these will be racial and ethnic minorities. Overall, the older population will be more diverse and better educated than their earlier cohorts. The range of late-life outcomes is very dramatic with old age being a significantly different experience for financially secure and well-educated people than for poor and uneducated people. The early mission of behavioral science research focused on identifying problems of older adults, such as isolation, caregiving, and dementia. Today, the field of gerontology is more interdisciplinary. When I'm 64 examines how individual and social behavior play a role in understanding diverse outcomes in old age. It also explores the implications of an aging workforce on the economy. The book recommends that the National Institute on Aging focus its research support in social, personality, and life-span psychology in four areas: motivation and behavioral change; socioemotional influences on decision-making; the influence of social engagement on cognition; and the effects of stereotypes on self and others. When I'm 64 is a useful resource for policymakers, researchers and medical professionals.

Active Learning from Infancy to Childhood

Active Learning from Infancy to Childhood PDF Author: Megan M. Saylor
Publisher: Springer
ISBN: 3319771825
Category : Psychology
Languages : en
Pages : 265

Book Description
This book presents new findings on the role of active learning in infants’ and young children’s cognitive and linguistic development. Chapters discuss evidence-based models, identify possible neurological mechanisms supporting active learning, pinpoint children’s early understanding of learning, and trace children’s recognition of their own learning. Chapters also address how children shape their lexicon, covering a range of active learning practices including interactions with parents, teachers, and peers; curiosity and exploration during play; seeking information from other people and their surroundings; and asking questions. In addition, processes of selective learning are discussed, from learning new words and trusting others in acquiring information to weighing evidence and accepting ambiguity. Topics featured in this book include: Infants’ active role in language learning. The process of active word learning. Understanding when and how explanation promotes exploration. How conversations with parents can affect children’s word associations. Evidence evaluation for active learning and teaching in early childhood. Bilingual children and their role as language brokers for their parents. Active Learning from Infancy to Childhood is a must-have resource for researchers, clinicians and related professionals, and graduate students in developmental psychology, psycholinguistics, educational psychology, and early childhood education.

Active Living, Cognitive Functioning, and Aging

Active Living, Cognitive Functioning, and Aging PDF Author: Leonard W. Poon
Publisher: Human Kinetics
ISBN: 9780736057851
Category : Family & Relationships
Languages : en
Pages : 272

Book Description
The first title in a new series, this is an essential resource designed to introduce key issues and to raise consciousness among researchers, students and policy makers of the importance of an active lifestyle for the mind as a person ages.

International Handbook of Metacognition and Learning Technologies

International Handbook of Metacognition and Learning Technologies PDF Author: Roger Azevedo
Publisher: Springer Science & Business Media
ISBN: 1441955461
Category : Education
Languages : en
Pages : 721

Book Description
Education in today's technologically advanced environments makes complex cognitive demands on students pre-learning, during, and post-learning. Not surprisingly, these analytical learning processes--metacognitive processes--have become an important focus of study as new learning technologies are assessed for effectiveness in this area.Rich in theoretical models and empirical data, the International Handbook of Metacognition and Learning Technologies synthesizes current research on this critical topic. This interdisciplinary reference delves deeply into component processes of self-regulated learning (SRL), examining theories and models of metacognition, empirical issues in the study of SRL, and the expanding role of educational technologies in helping students learn. Innovations in multimedia, hypermedia, microworlds, and other platforms are detailed across the domains, so that readers in diverse fields can evaluate the theories, data collection methods, and conclusions. And for the frontline instructor, contributors offer proven strategies for using technologies to benefit students at all levels. For each technology covered, the Handbook: Explains how the technology fosters students' metacognitive or self-regulated learning.Identifies features designed to study or support metacognitve/SRL behaviors.Reviews how its specific theory or model addresses learners' metacognitive/SRL processes.Provides detailed findings on its effectiveness toward learning.Discusses its implications for the design of metacognitive tools.Examines any theoretical, instructional, or other challenges.These leading-edge perspectives make the International Handbook of Metacognition and Learning Technologies a resource of great interest to professionals and researchers in science and math education, classroom teachers, human resource researchers, and industrial and other instructors.

Active Cognition

Active Cognition PDF Author: Véronique Decaix
Publisher: Springer Nature
ISBN: 3030353044
Category : Philosophy
Languages : en
Pages : 198

Book Description
This edited work draws on a range of contributed expertise to trace the fortune of an Aristotelian thesis over different periods in the history of philosophy. It presents eight cases of direct or indirect challenges to the Aristotelian passive account of human cognition, taking the reader from late antiquity to the 20th century. Chapters analyse the (often indirect) effect of Aristotle’s account of cognition on later periods. In his influential De anima, Aristotle describes human cognition, both sensitive and intellectual, as the reception of a form in the cognitive subject. Aristotle’s account has been commonly interpreted as fundamentally passive – the cognitive subject is a passive actor upon which a cognitive process is acted by the object. However, at least from the time of Alexander of Aphrodisias onwards, this interpretation has been challenged by authors who posit a fundamental active aspect of cognition. Readers will discover how one or more of three concerns – ontological superiority, direct realism and moral responsibility – drive the active accounts of cognition. Contributed chapters from top scholars examine how these three concerns lead thinkers to take issue with the idea that cognition is a passive process. The authors consider Jesuit accounts of cognition, Malebranche on judgment, and Wittgenstein on perception, as well as Stumpf on active cognition, among other relevant works. This book is ideally suited to scholars of philosophy, especially those with an interest in medieval epistemology, the influence of Aristotle, philosophy of mind and theories of cognition.

Cognition of the Literary Work of Art

Cognition of the Literary Work of Art PDF Author: Roman Ingarden
Publisher: Northwestern University Press
ISBN: 0810105993
Category : Literary Criticism
Languages : en
Pages : 467

Book Description
This long-awaited translation of Das literarische Kunstwerk makes available for the first time in English Roman Ingarden's influential study. Though it is inter-disciplinary in scope, situated as it is on the borderlines of ontology and logic, philosophy of literature and theory of language, Ingarden's work has a deliberately narrow focus: the literary work, its structure and mode of existence. The Literary Work of Art establishes the groundwork for a philosophy of literature, i.e., an ontology in terms of which the basic general structure of all literary works can be determined. This "essential anatomy" makes basic tools and concepts available for rigorous and subtle aesthetic analysis.

Advances in Patient Safety

Advances in Patient Safety PDF Author: Kerm Henriksen
Publisher:
ISBN:
Category : Medical
Languages : en
Pages : 526

Book Description
v. 1. Research findings -- v. 2. Concepts and methodology -- v. 3. Implementation issues -- v. 4. Programs, tools and products.

Connectionist Models of Cognition and Perception

Connectionist Models of Cognition and Perception PDF Author: John Andrew Bullinaria
Publisher: World Scientific
ISBN: 981238037X
Category : Psychology
Languages : en
Pages : 316

Book Description
Connectionist Models of Cognition and Perception collects together refereed versions of twenty-three papers presented at the Seventh Neural Computation and Psychology Workshop (NCPW7). This workshop series is a well-established and unique forum that brings together researchers from such diverse disciplines as artificial intelligence, cognitive science, computer science, neurobiology, philosophy and psychology to discuss their latest work on connectionist modelling in psychology.The articles have the main theme of connectionist modelling of cognition and perception, and are organised into six sections, on: cell assemblies, representation, memory, perception, vision and language. This book is an invaluable resource for researchers interested in neural models of psychological phenomena.