Download or read book Toward a Unified View of the Speed Accuracy Trade Off Behaviour Neurophysiology and Modelling written by Dominic Standage and published by Frontiers Media SA. This book was released on 2016-02-18 with total page 162 pages. Available in PDF, EPUB and Kindle. Book excerpt: Everyone is familiar with the speed-accuracy trade-off (SAT). To make good choices, we need to balance the conflicting demands of fast and accurate decision making. After all, hasty decisions often lead to poor choices, but accurate decisions may be useless if they take too long. This notion is intuitive because it reflects a fundamental aspect of cognition: not only do we deliberate over the evidence for decisions, but we can control that deliberative process. This control raises many questions for the study of choice behaviour and executive function. For example, how do we figure out the appropriate balance between speed and accuracy on a given task? How do we impose that balance on our decisions, and what is its neural basis? Researchers have addressed these and related questions for decades, using a variety of methods and offering answers at different levels of abstraction. Given this diverse methodology, our aim is to provide a unified view of the SAT. Extensive analysis of choice behaviour suggests that we make decisions by accumulating evidence until some criterion is reached. Thus, adjusting the criterion controls how long we accumulate evidence and therefore the speed and accuracy of decisions. This simple framework provides the platform for our unified view. In the pages that follow, leading experts in decision neuroscience consider the history of SAT research, strategies for determining the optimal balance between speed and accuracy, conditions under which this seemingly ubiquitous phenomenon breaks down, and the neural mechanisms that may implement the computations of our unifying framework.
Download or read book Goal Directed Decision Making written by Richard W. Morris and published by Academic Press. This book was released on 2018-08-23 with total page 484 pages. Available in PDF, EPUB and Kindle. Book excerpt: Goal-Directed Decision Making: Computations and Neural Circuits examines the role of goal-directed choice. It begins with an examination of the computations performed by associated circuits, but then moves on to in-depth examinations on how goal-directed learning interacts with other forms of choice and response selection. This is the only book that embraces the multidisciplinary nature of this area of decision-making, integrating our knowledge of goal-directed decision-making from basic, computational, clinical, and ethology research into a single resource that is invaluable for neuroscientists, psychologists and computer scientists alike. The book presents discussions on the broader field of decision-making and how it has expanded to incorporate ideas related to flexible behaviors, such as cognitive control, economic choice, and Bayesian inference, as well as the influences that motivation, context and cues have on behavior and decision-making. Details the neural circuits functionally involved in goal-directed decision-making and the computations these circuits perform Discusses changes in goal-directed decision-making spurred by development and disorders, and within real-world applications, including social contexts and addiction Synthesizes neuroscience, psychology and computer science research to offer a unique perspective on the central and emerging issues in goal-directed decision-making
Download or read book MATLAB for Neuroscientists written by Pascal Wallisch and published by Academic Press. This book was released on 2014-01-09 with total page 571 pages. Available in PDF, EPUB and Kindle. Book excerpt: MATLAB for Neuroscientists serves as the only complete study manual and teaching resource for MATLAB, the globally accepted standard for scientific computing, in the neurosciences and psychology. This unique introduction can be used to learn the entire empirical and experimental process (including stimulus generation, experimental control, data collection, data analysis, modeling, and more), and the 2nd Edition continues to ensure that a wide variety of computational problems can be addressed in a single programming environment. This updated edition features additional material on the creation of visual stimuli, advanced psychophysics, analysis of LFP data, choice probabilities, synchrony, and advanced spectral analysis. Users at a variety of levels—advanced undergraduates, beginning graduate students, and researchers looking to modernize their skills—will learn to design and implement their own analytical tools, and gain the fluency required to meet the computational needs of neuroscience practitioners. The first complete volume on MATLAB focusing on neuroscience and psychology applications Problem-based approach with many examples from neuroscience and cognitive psychology using real data Illustrated in full color throughout Careful tutorial approach, by authors who are award-winning educators with strong teaching experience
Download or read book Passion of the Western Mind written by Richard Tarnas and published by Ballantine Books. This book was released on 2011-10-19 with total page 560 pages. Available in PDF, EPUB and Kindle. Book excerpt: "[This] magnificent critical survey, with its inherent respect for both the 'Westt's mainstream high culture' and the 'radically changing world' of the 1990s, offers a new breakthrough for lay and scholarly readers alike....Allows readers to grasp the big picture of Western culture for the first time." SAN FRANCISCO CHRONICLE Here are the great minds of Western civilization and their pivotal ideas, from Plato to Hegel, from Augustine to Nietzsche, from Copernicus to Freud. Richard Tarnas performs the near-miracle of describing profound philosophical concepts simply but without simplifying them. Ten years in the making and already hailed as a classic, THE PASSION OF THE WESERN MIND is truly a complete liberal education in a single volume.
Download or read book Exercise and Cognitive Function written by Terry McMorris and published by John Wiley & Sons. This book was released on 2009-04-01 with total page 386 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook focuses on the relationship between physical exercise and cognition, a very timely and important topic with major theoretical and practical implications for a number of areas including ageing, neurorehabilitation, depression and dementia. It brings together a wide range of analytical approaches and experimental results to provide a very useful overview and synthesis of this growing field of study. The book is divided into three parts: Part I covers the conceptual, theoretical and methodological underpinnings and issues. Part II focuses on advances in exercise and cognition research, with appropriate sub-sections on ‘acute’ and ‘chronic’ exercise and cognition. Part III presents an overview of the area and makes suggestions for the direction of future research. This text provides a cutting-edge examination of this increasingly important area written by leading experts from around the world. The book will prove invaluable to researchers and practitioners in a number of fields, including exercise science, cognitive science, neuroscience and clinical medicine. Key Features: Unique in-depth investigation of the relationship between physical exercise and brain function. Covers theoretical approaches and experimental results and includes chapters on the latest developments in research design. Examines the effects of both acute and chronic exercise on brain function. International list of contributors, who are leading researchers in their field.
Download or read book Reinforcement Learning second edition written by Richard S. Sutton and published by MIT Press. This book was released on 2018-11-13 with total page 549 pages. Available in PDF, EPUB and Kindle. Book excerpt: The significantly expanded and updated new edition of a widely used text on reinforcement learning, one of the most active research areas in artificial intelligence. Reinforcement learning, one of the most active research areas in artificial intelligence, is a computational approach to learning whereby an agent tries to maximize the total amount of reward it receives while interacting with a complex, uncertain environment. In Reinforcement Learning, Richard Sutton and Andrew Barto provide a clear and simple account of the field's key ideas and algorithms. This second edition has been significantly expanded and updated, presenting new topics and updating coverage of other topics. Like the first edition, this second edition focuses on core online learning algorithms, with the more mathematical material set off in shaded boxes. Part I covers as much of reinforcement learning as possible without going beyond the tabular case for which exact solutions can be found. Many algorithms presented in this part are new to the second edition, including UCB, Expected Sarsa, and Double Learning. Part II extends these ideas to function approximation, with new sections on such topics as artificial neural networks and the Fourier basis, and offers expanded treatment of off-policy learning and policy-gradient methods. Part III has new chapters on reinforcement learning's relationships to psychology and neuroscience, as well as an updated case-studies chapter including AlphaGo and AlphaGo Zero, Atari game playing, and IBM Watson's wagering strategy. The final chapter discusses the future societal impacts of reinforcement learning.
Download or read book The Sciences of the Artificial reissue of the third edition with a new introduction by John Laird written by Herbert A. Simon and published by MIT Press. This book was released on 2019-08-13 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: Herbert Simon's classic work on artificial intelligence in the expanded and updated third edition from 1996, with a new introduction by John E. Laird. Herbert Simon's classic and influential The Sciences of the Artificial declares definitively that there can be a science not only of natural phenomena but also of what is artificial. Exploring the commonalities of artificial systems, including economic systems, the business firm, artificial intelligence, complex engineering projects, and social plans, Simon argues that designed systems are a valid field of study, and he proposes a science of design. For this third edition, originally published in 1996, Simon added new material that takes into account advances in cognitive psychology and the science of design while confirming and extending the book's basic thesis: that a physical symbol system has the necessary and sufficient means for intelligent action. Simon won the Nobel Prize for Economics in 1978 for his research into the decision-making process within economic organizations and the Turing Award (considered by some the computer science equivalent to the Nobel) with Allen Newell in 1975 for contributions to artificial intelligence, the psychology of human cognition, and list processing. The Sciences of the Artificial distills the essence of Simon's thought accessibly and coherently. This reissue of the third edition makes a pioneering work available to a new audience.
Download or read book Priority Challenges for Social and Behavioral Research and Its Modeling written by Paul K. Davis and published by . This book was released on 2018 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Social-behavioral modeling is famously hard. This report examines shortcomings and obstacles--some inherent to complex adaptive systems broadly and some due to current methods and practices--then discusses steps that deserve priority attention.
Download or read book Steps to an Ecology of Mind written by Gregory Bateson and published by University of Chicago Press. This book was released on 2000 with total page 572 pages. Available in PDF, EPUB and Kindle. Book excerpt: Gregory Bateson was a philosopher, anthropologist, photographer, naturalist, and poet, as well as the husband and collaborator of Margaret Mead. This classic anthology of his major work includes a new Foreword by his daughter, Mary Katherine Bateson. 5 line drawings.
Download or read book Active Inference written by Thomas Parr and published by MIT Press. This book was released on 2022-03-29 with total page 313 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Download or read book Forty Studies that Changed Psychology written by Roger R. Hock and published by Prentice Hall. This book was released on 2005 with total page 338 pages. Available in PDF, EPUB and Kindle. Book excerpt: 1. Biology and Human Behavior. One Brain or Two, Gazzaniga, M.S. (1967). The split brain in man. More Experience = Bigger Brain? Rosenzweig, M.R., Bennett, E.L. & Diamond M.C. (1972). Brain changes in response to experience. Are You a Natural? Bouchard, T., Lykken, D., McGue, M., Segal N., & Tellegen, A. (1990). Sources of human psychological difference: The Minnesota study of twins raised apart. Watch Out for the Visual Cliff! Gibson, E.J., & Walk, R.D. (1960). The visual cliff. 2. Perception and Consciousness. What You See Is What You've Learned. Turnbull C.M. (1961). Some observations regarding the experience and behavior of the BaMuti Pygmies. To Sleep, No Doubt to Dream... Aserinsky, E. & Kleitman, N. (1953). Regularly occurring periods of eye mobility and concomitant phenomena during sleep. Dement W. (1960). The effect of dream deprivation. Unromancing the Dream... Hobson, J.A. & McCarley, R.W. (1977). The brain as a dream-state generator: An activation-synthesis hypothesis of the dream process. Acting as if You Are Hypnotized Spanos, N.P. (1982). Hypnotic behavior: A cognitive, social, psychological perspective. 3. Learning and Conditioning. It's Not Just about Salivating Dogs! Pavlov, I.P.(1927). Conditioned reflexes. Little Emotional Albert. Watson J.B. & Rayner, R. (1920). Conditioned emotional responses. Knock Wood. Skinner, B.F. (1948). Superstition in the pigeon. See Aggression...Do Aggression! Bandura, A., Ross, D. & Ross, S.A. (1961). Transmission of aggression through imitation of aggressive models. 4. Intelligence, Cognition, and Memory. What You Expect Is What You Get. Rosenthal, R. & Jacobson, L. (1966). Teacher's expectancies: Determinates of pupils' IQ gains. Just How are You Intelligent? H. Gardner, H. (1983). Frames of mind: The theory of multiple intelligences. Maps in Your Mind. Tolman, E.C. (1948). Cognitive maps in rats and men. Thanks for the Memories. Loftus, E.F. (1975). Leading questions and the eyewitness report. 5. Human Development. Discovering Love. Harlow, H.F.(1958). The nature of love. Out of Sight, but Not Out of Mind. Piaget, J. (1954). The construction of reality in the child: The development of object concept. How Moral are You? Kohlberg, L.., (1963). The development of children's orientations toward a moral order: Sequence in the development of moral thought. In Control and Glad of It! Langer, E.J. & Rodin, J. (1976). The effects of choice and enhanced responsibility for the aged: A field experiment in an institutional setting. 6. Emotion and Motivation. A Sexual Motivation... Masters, W.H. & Johnson, V.E. (1966). Human sexual response. I Can See It All Over Your Face! Ekman, P. & Friesen, V.W. (1971). Constants across cultures in the face and emotion. Life, Change, and Stress. Holmes, T.H. & Rahe, R.H. (1967). The Social Readjustment Rating Scale. Thoughts Out of Tune. Festinger, L. & Carlsmith, J.M. (1959). Cognitive consequences of forced compliance. 7. Personality. Are You the Master of Your Fate? Rotter, J.B. (1966). Generalized expectancies for internal versus external control of reinforcement. Masculine or Feminine or Both? Bem, S.L. (1974). The measurement of psychological androgyny. Racing Against Your Heart. Friedman, M. & Rosenman, R.H. (1959). Association of specific overt behavior pattern with blood and cardiovascular findings. The One; The Many..., Triandis, H., Bontempo, R., Villareal, M., Asai, M. & Lucca, N. (1988). Individualism and collectivism: Cross-cultural perspectives on self-ingroup relationships. 8. Psychopathology. Who's Crazy Here, Anyway? Rosenhan, D.L. (1973). On Being sane in insane places. Learning to Be Depressed. Seligman, M.E.P., & Maier, S.F. (1967). Failure to escape traumatic shock. You're Getting Defensive Again! Freud, A. (1946). The ego and mechanisms of defense. Crowding into the Behavioral Sink. Calhoun, J.B. (1962). Population density and social pathology. 9. Psychotherapy. Choosing Your Psychotherapist. Smith, M.L. & Glass, G.V. (1977). Meta-analysis of psychotherapy outcome studies. Relaxing Your Fears Away. Wolpe, J. (1961). The systematic desensitization of neuroses. Projections of Who You Are. Rorschach, H. (1942). Psychodiagnostics: A diagnostic test based on perception. Picture This! Murray, H.A. (1938). Explorations in personality. 10. Social Psychology. Not Practicing What You Preach. LaPiere, R.T. (1934). Attitudes and actions. The Power of Conformity. Asch, S.E. (1955). Opinions and social pressure. To Help or Not to Help. Darley, J.M. & Latané, B. (1968). Bystander intervention in emergencies: Diffusion of responsibility. Obey at Any Cost. Milgram, S. (1963). Behavioral study of obedience.
Download or read book Sensory Cue Integration written by Julia Trommershauser and published by Oxford University Press. This book was released on 2011-09-21 with total page 461 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is concerned with sensory cue integration both within and between sensory modalities, and focuses on the emerging way of thinking about cue combination in terms of uncertainty. These probabilistic approaches derive from the realization that our sensors are noisy and moreover are often affected by ambiguity. For example, mechanoreceptor outputs are variable and they cannot distinguish if a perceived force is caused by the weight of an object or by force we are producing ourselves. The probabilistic approaches elaborated in this book aim at formalizing the uncertainty of cues. They describe cue combination as the nervous system's attempt to minimize uncertainty in its estimates and to choose successful actions. Some computational approaches described in the chapters of this book are concerned with the application of such statistical ideas to real-world cue-combination problems. Others ask how uncertainty may be represented in the nervous system and used for cue combination. Importantly, across behavioral, electrophysiological and theoretical approaches, Bayesian statistics is emerging as a common language in which cue-combination problems can be expressed.
Download or read book Comparative Cognition written by Edward A. Wasserman and published by . This book was released on 2006 with total page 734 pages. Available in PDF, EPUB and Kindle. Book excerpt: In 1978, Hulse, Fowler, and Honig published Cognitive Processes in Animal Behavior, an edited volume that was a landmark in the scientific study of animal intelligence. It liberated interest in complex learning and cognition from the grasp of the rigid theoretical structures of behaviorism that had prevailed during the previous four decades, and as a result, the field of comparative cognition was born. At long last, the study of the cognitive capacities of animals other than humans emerged as a worthwhile scientific enterprise. No less rigorous than purely behavioristic investigations, studies of animal intelligence spanned such wide-ranging topics as perception, spatial learning and memory, timing and numerical competence, categorization and conceptualization, problem solving, rule learning, and creativity. During the ensuing 25 years, the field of comparative cognition has thrived and grown, and public interest in it has risen to unprecedented levels. In their quest to understand the nature and mechanisms of intelligence, researchers have studied animals from bees to chimpanzees. Sessions on comparative cognition have become common at meetings of the major societies for psychology and neuroscience, and in fact, research in comparative cognition has increased so much that a separate society, the Comparative Cognition Society, has been formed to bring it together. This volume celebrates comparative cognition's first quarter century with a state-of-the-art collection of chapters covering the broad realm of the scientific study of animal intelligence. Comparative Cognition will be an invaluable resource for students and professional researchers in all areas of psychology and neuroscience.
Download or read book Visual Perception and Action in Sport written by A. Mark Williams and published by Taylor & Francis. This book was released on 1999 with total page 468 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a detailed review of much of the existing research on visual perception and sports performance. It summarises and integrates the findings of up to five hundred articles from areas as diverse as cognitive and ecological psychology.
Download or read book Analysis of Neural Data written by Robert E. Kass and published by Springer. This book was released on 2014-07-08 with total page 663 pages. Available in PDF, EPUB and Kindle. Book excerpt: Continual improvements in data collection and processing have had a huge impact on brain research, producing data sets that are often large and complicated. By emphasizing a few fundamental principles, and a handful of ubiquitous techniques, Analysis of Neural Data provides a unified treatment of analytical methods that have become essential for contemporary researchers. Throughout the book ideas are illustrated with more than 100 examples drawn from the literature, ranging from electrophysiology, to neuroimaging, to behavior. By demonstrating the commonality among various statistical approaches the authors provide the crucial tools for gaining knowledge from diverse types of data. Aimed at experimentalists with only high-school level mathematics, as well as computationally-oriented neuroscientists who have limited familiarity with statistics, Analysis of Neural Data serves as both a self-contained introduction and a reference work.
Download or read book Beyond the Cognitive Map written by A. David Redish and published by MIT Press. This book was released on 1999 with total page 452 pages. Available in PDF, EPUB and Kindle. Book excerpt: There are currently two major theories about the role of the hippocampus, a distinctive structure in the back of the temporal lobe. One says that it stores a cognitive map, the other that it is a key locus for the temporary storage of episodic memories. A. David Redish takes the approach that understanding the role of the hippocampus in space will make it possible to address its role in less easily quantifiable areas such as memory. Basing his investigation on the study of rodent navigation--one of the primary domains for understanding information processing in the brain--he places the hippocampus in its anatomical context as part of a greater functional system. Redish draws on the extensive experimental and theoretical work of the last 100 years to paint a coherent picture of rodent navigation. His presentation encompasses multiple levels of analysis, from single-unit recording results to behavioral tasks to computational modeling. From this foundation, he proposes a novel understanding of the role of the hippocampus in rodents that can shed light on the role of the hippocampus in primates, explaining data from primate studies and human neurology. The book will be of interest not only to neuroscientists and psychologists, but also to researchers in computer science, robotics, artificial intelligence, and artificial life.
Download or read book Cerebral Cortex written by Edmund T. Rolls and published by Oxford University Press. This book was released on 2016 with total page 979 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides insights into the principles of operation of the cerebral cortex. These principles are key to understanding how we, as humans, function. The book includes Appendices on the operation of many of the neuronal networks described in the book, together with simulation software written in Matlab.
