In the late 1960s and early 1970s David Marr produced three astonishing papers in which he gave a detailed account of how the fine structure and known cell types of the cerebellum, hippocampus and neocortex perform the functions that they do. Marr went on to become one of the main founders of Computational Neuroscience. In his classic work 'Vision' he distinguished between the computational, algorithmic, and implementational levels, and the three early theories concerned implementation. However, they were produced when Neuroscience was in its infancy. Now that so much more is known, it is timely to revisit these early theories to see to what extent they are still valid and what needs to be altered to produce viable theories that stand up to current evidence. This book brings together some of the most distinguished scientists in their fields to evaluate Marr's legacy. After a general introduction there are three chapters on the cerebellum, three on the hippocampus and two on the neocortex. The book ends with an appreciation of the life of David Marr by Lucia Vaina.

This book explores and evaluates accounts and models of autistic reasoning and cognition from a computational standpoint. The author investigates the limitations and peculiarities of autistic reasoning and sets out a remediation strategy to be used by a wide range of psychologists and rehabilitation personnel and will also be appreciated by computer scientists who are interested in the practical implementation of reasoning. The author subjects the Theory of Mind (ToM) model to a formal analysis to investigate the limitations of autistic reasoning and proposes a formal model regarding mental attitudes and proposes a method to help those with autism navigate everyday living. Based on the concept of playing with computer based mental simulators, the NL_MAMS, is examined to see whether it is capable of modeling mental and emotional states of the real world to aid the emotional development of autistic children. Multiple autistic theories and strategies are also examined for possible computational cross-overs, providing researchers with a wide range of examples, tools and detailed case studies to work from. Computational Autism will be an essential read to behavioral specialists, researcher's, developers and designers who are interested in understanding and tackling the increasing prevalence of autism within modern society today.

This book offers a self-study program on how mathematics, computer science and science can be profitably and seamlessly intertwined. This book focuses on two variable ODE models, both linear and nonlinear, and highlights theoretical and computational tools using MATLAB to explain their solutions. It also shows how to solve cable models using separation of variables and the Fourier Series.

This is a textbook for courses commonly called neural networks in departments of computer and information science. This unique neural network book will describe novel architectures and learning mechanisms of model-based neural networks that utilize and intriguing concept of an internal "world" model. This concept combines a prior knowledge of models with adaptive learning and addresses the most perplexing problems in the fields of neural networks: fast learning and robust generalization. The author provides an overview of neural networks and artificial intelligence fields, relating hundreds of seemingly disparate techniques to several basic mathematical concepts. He then analyzes fundamental computational concepts of major neural network paradigms, and relates them to concepts of mind in philosophy, pschology, and linguistics. Relationships of these mathematical concepts to the concepts of philosophy will help students and researchers determine the directions of future research. This book can also be used as a supplementary text in a graduate course on Neural Networks.

In The Power of Habit , award-winning New York Times  business reporter Charles Duhigg takes us to the thrilling edge of scientific discoveries that explain why habits exist and how they can be changed.

With penetrating intelligence and an ability to distill vast amounts of information into engrossing narratives, Duhigg brings to life a whole new understanding of human nature and its potential for transformation. Along the way we learn why some people and companies struggle to change, despite years of trying, while others seem to remake themselves overnight.

We visit laboratories where neuroscientists explore how habits work and where, exactly, they reside in our brains. We discover how the right habits were crucial to the success of Olympic swimmer Michael Phelps, Starbucks CEO Howard Schultz, and civil-rights hero Martin Luther King, Jr.

We go inside Procter & Gamble, Target superstores, Rick Warren's Saddleback Church, NFL locker rooms, and the nation's largest hospitals and see how implementing so-called keystone habits can earn billions and mean the difference between failure and success, life and death.

At its core, The Power of Habit  contains an exhilarating argument: the key to exercising regularly, losing weight, raising exceptional children, becoming more productive, building revolutionary companies and social movements, and achieving success is understanding how habits work. Habits aren't destiny. As Charles Duhigg shows, by harnessing this new science, we can transform our businesses, our communities, and our lives.

Robert N. McCauley and E. Thomas Lawson are considered the founders of the field of the cognitive science of religion. Since its inception over twenty years ago, the cognitive science of religion has raised questions about the philosophical foundations and implications of such a scientific approach. This volume from McCauley, including chapters co-authored by Lawson, is the first book-length project to focus on such questions, resulting in a compelling volume that addresses fundamental questions that any scholar of religion should ask. The essays collected in this volume are those that initially defined this scientific field for the study of religion. These essays deal with issues of methodology, reductionism, resistance to the scientific study of religion, and other criticisms that have been lodged against the cognitive science of religion. The new final chapter sees McCauley reflect on developments in this field since its founding. Tackling these debates head on and in one place for the first time, this volume belongs on the shelf of every researcher interested in this now established approach to the study of religion within a range of disciplines, including religious studies, philosophy, anthropology and the psychology of religion.

SHORTLISTED FOR THE PHYSICS WORLD BOOK OF THE YEAR 2019 'One of the deepest and most original thinkers of his generation of cognitive scientists. His startling argument has implications for philosophy, science, and how we understand the world around us' Steven Pinker 'Is reality virtual? It's a question made even more interesting by this book' Barbara Kiser, Nature Do we see the world as it truly is? In The Case Against Reality, pioneering cognitive scientist Donald Hoffman says no? we see what we need in order to survive. Our visual perceptions are not a window onto reality, Hoffman shows us, but instead are interfaces constructed by natural selection. The objects we see around us are not unlike the file icons on our computer desktops: while shaped like a small folder on our screens, the files themselves are made of a series of ones and zeros - too complex for most of us to understand. In a similar way, Hoffman argues, evolution has shaped our perceptions into simplistic illusions to help us navigate the world around us. Yet now these illusions can be manipulated by advertising and design. Drawing on thirty years of Hoffman's own influential research, as well as evolutionary biology, game theory, neuroscience, and philosophy, The Case Against Reality makes the mind-bending yet utterly convincing case that the world is nothing like what we see through our eyes.

This collection of papers has been developed by an interdisciplinary group of contributors. They present a variety of new perspectives on creativity, spirituality, and transcendence as experienced in adulthood. The discussions in this volume, address the interplay of variables from theoretical, experimental, and clinical vantage points. This book is written for academic and clinical audiences, as well as for those who are interested in-and wrestle with-unexpressed aspects of their own creativity and spiritual yearnings. Unlike the current cognitive trend in creativity research that seeks rational and biological explanations for human phenomena, these essays give consideration to the power of extraordinary sources of inspiration. The research and theoretically based articles presented make a captivating collection that challenges our thinking about what it means to be a creative adult striving toward personal integrity and wisdom at the dawn of the 21st century.

Homer, as we have come to know, was an oral poet. He composed two great epics, the Iliad and the Odyssey, and performed them without the aid of writing. Each of these tales is the length of a substantial book. How, we wonder, could a poet such as Homer have woven such tales? This book is a study of Homer from a cognitive perspective. The author draws on work in cognitive psychology and linguistics to show how a storyteller who performs before a listening audience works with the resources of memory to produce his tale.

How do people with brain damage communicate? How does the partial or total loss of the ability to speak and use language fluently manifest itself in actual conversation? How are people with brain damage able to expand their cognitive ability through interaction with others - and how do these discursive activities in turn influence cognition?

This groundbreaking collection of new articles by a wide range of international scholars examines how aphasia and other neurological deficits lead to language impairments that shape the production, reception and processing of language.

Studying narratives is often the best way to gain a good understanding of how various aspects of human information are organized and integrated-the narrator employs specific informational methods to build the whole structure of a narrative through combining temporally constructed events in light of an array of relationships to the narratee and these methods reveal the interaction of the rational and the sensitive aspects of human information. Computational and Cognitive Approaches to Narratology discusses issues of narrative-related information and communication technologies, cognitive mechanism and analyses, and theoretical perspectives on narratives and the story generation process. Focusing on emerging research as well as applications in a variety of fields including marketing, philosophy, psychology, art, and literature, this timely publication is an essential reference source for researchers, professionals, and graduate students in various information technology, cognitive studies, design, and creative fields.

Tyler Burge presents a substantial, original study of what it is for individuals to represent the physical world with the most primitive sort of objectivity. By reflecting on the science of perception and related psychological and biological sciences, he gives an account of constitutive conditions for perceiving the physical world, and thus aims to locate origins of representational mind. Origins of Objectivity illuminates several long-standing, central issues in philosophy, and provides a wide-ranging account of relations between human and animal psychologies.

Signal detection theory, as developed in electrical engineering and based on statistical decision theory, was first applied to human sensory discrimination about 40 years ago. The theory's intent was to explain how humans discriminate and how we might use reliable measures to quantify this ability. An interesting finding of this work is that decisions are involved even in the simplest of discrimination tasks--say, determining whether or not a sound has been heard (a yes-no decision). Detection theory has been applied to a host of varied problems (for example, measuring the accuracy of diagnostic systems, survey research, reliability of lie detection tests) and extends far beyond the detection of signals. This book is a primer on signal detection theory, useful for both undergraduates and graduate students.

Luciano Floridi presents a book that will set the agenda for the philosophy of information. PI is the philosophical field concerned with (1) the critical investigation of the conceptual nature and basic principles of information, including its dynamics, utilisation, and sciences, and (2) the elaboration and application of information-theoretic and computational methodologies to philosophical problems. This book lays down, for the first time, the conceptual foundations for this new area of research. It does so systematically, by pursuing three goals. Its metatheoretical goal is to describe what the philosophy of information is, its problems, approaches, and methods. Its introductory goal is to help the reader to gain a better grasp of the complex and multifarious nature of the various concepts and phenomena related to information. Its analytic goal is to answer several key theoretical questions of great philosophical interest, arising from the investigation of semantic information.

Wertsch argues against reductionist accounts of human cognition and proposes a sociocultural perspective, which moves beyond the isolated individual. He suggests that "mediated action" and cultural tools shape cognitive processes and can explain how they are organized.

Fantasies of Flight invigorates the field of personality psychology by challenging the contemporary academic view that individuals are best studied as carriers of traits. Daniel Ogilvie exchanges a heart-to-heart, case study approach to understanding human behavior for the current strategies of categorizing and comparing individuals according to their manifest traits. Ogilvie asks and endeavors to answer questions like "What were the psychological conditions that led Sir James Barrie to create a character named Peter Pan?" and "What were the dynamics behind the Marshall Herff Applewhite's conviction that a space ship, hiding behind the Hale-Bopp comet, would rescue him and his Heaven's Gate followers after they enacted a mass suicide pact in 1997?" Answering these questions requires him to resurrect "old" ways to think about personality and "old" strategies for studying individuals one by one. Early in the book, Ogilvie reviews the history of why intensive case studies were discredited in psychology and describes how Sigmund Freud's psychobiographical account of Leonardo da Vinci's fascination with flight inadvertently abetted critics of psychoanalytic psychology. He then performs a partial psychobiography of James Barrie and the origins of Peter Pan, followed by an investigation of Carl Jung, who fashioned the collective unconscious to serve as humankind's link to eternity. Arguing that personality psychology needs to become less insular, Ogilvie integrates information from the disciplines of developmental psychology and neuroscience into a theory regarding the latent needs that both Barrie and Jung sought to satisfy. The theory, including its emphasis on the onset of self and consciousness, is then applied to an array of well-known and obscure individuals with ascensionistic inclinations. Well written and accessible, but complex and scholarly, this volume will restore interest in the investigation of people's inner lives.

The central thesis of Schizotypy: Implications for Illness and Health is both challenging and controversial: that the features of psychotic disorders actually lie on a continuum with, and form part of, normal behaviour and experience. The dispositional or 'schizotypal' traits associated with psychotic disorders certainly predispose an individual to mental illness, but they may also lead to positive outcomes such as enhanced creativity or spiritual experience. Discussion of each aspect of this theme is supported by extensive experimental and clinical evidence, questioning the received medical wisdom which treats psychotic illness in the narrow context of neurological disease. The result is an authoritative and provocative overview of an important topic in psychological research and clinical practice.

If humans are purely physical, and if it is the brain that does the work formerly assigned to the mind or soul, then how can it fail to be the case that all of our thoughts and actions are determined by the laws of neurobiology? If this is the case, then free will, moral responsibility, and, indeed, reason itself would appear to be in jeopardy. Nancey Murphy and Warren S. Brown here defend a non-reductive version of physicalism whereby humans are (sometimes) the authors of their own thoughts and actions.
Did My Neurons Make Me Do It? brings together insights from both philosophy and the cognitive neurosciences to defeat neurobiological reductionism. One resource is a "post-Cartesian" account of mind as essentially embodied and constituted by action-feedback-evaluation-action loops in the environment, and "scaffolded" by cultural resources. Another is a non-mysterious account of downward (mental) causation explained in terms of a complex, higher-order system exercising constraints on lower-level causal processes. These resources are intrinsically related: the embeddedness of brain events in action-feedback loops is the key to their mentality, and those broader systems have causal effects on the brain itself.
With these resources Murphy and Brown take on two problems in philosophy of mind: a response to the charges that physicalists cannot account for the meaningfulness of language nor the causal efficacy of the mental qua mental. Solutions to these problems are a prerequisite to addressing the central problem of the book: how can biological organisms be free and morally responsible? The authors argue that the free-will problem is badly framed if it is put in terms ofneurobiological determinism; the real issue is neurobiological reductionism. If it is indeed possible to make sense of the notion of downward causation, then the relevant question is whether humans exert downward causation over some of their own parts and processes. If all organisms do this to some extent, what needs to be added to this animalian flexibility to constitute free and responsible action? The keys are sophisticated language and hierarchically ordered cognitive processes allowing (mature) humans to evaluate their own actions, motives, goals, and rational and moral principles.

The "theory of mind" framework has been the fastest growing body of empirical research in contemporary psychology. It has given rise to a range of positions on what it takes to relate to others as intentional beings. This book brings together disparate strands of ToM research, lays out historical roots of the idea, and indicates better alternatives.

In this important and original book, eminent scholar Barbara Herrnstein Smith describes, assesses, and reflects upon a set of contemporary intellectual projects involving science, religion, and human cognition. One, which Smith calls "the New Naturalism," is the effort to explain religion on the basis of cognitive science. Another, which she calls "the New Natural Theology," is the attempt to reconcile natural-scientific accounts of the world with traditional religious belief. These two projects, she suggests, are in many ways mirror images--or "natural reflections"--of each other. Examining these and related efforts from the perspective of a constructivist-pragmatist epistemology, Smith argues that crucial aspects of belief--religious and other--that remain elusive or invisible under dominant rationalist and computational models are illuminated by views of human cognition that stress its dynamic, embodied, and interactive features. She also demonstrates how constructivist understandings of the formation and stabilization of knowledge--scientific and other--alert us to similarities in the springs of science and religion that are elsewhere seen largely in terms of difference and contrast. In "Natural Reflections, "Smith develops a sophisticated approach to issues often framed only polemically. Recognizing science and religion as complex, distinct domains of human practice, she also insists on their significant historical connections and cognitive continuities and offers important new modes of engagement with each of them.

This book aims to understand human cognition and psychology through a comprehensive computational theory of the human mind, namely, a computational "cognitive architecture" (or more specifically, the CLARION cognitive architecture). The goal of this work is to develop a unified framework for understanding the human mind, and within the unified framework, to develop process-based, mechanistic explanations of a large variety of psychological phenomena. Specifically, the book first describes the essential CLARION framework and its cognitive-psychological justifications, then its computational instantiations, and finally its applications to capturing, simulating, and explaining various psychological phenomena and empirical data. The book shows how the models and simulations shed light on psychological mechanisms and processes through the lens of a unified framework. In fields ranging from cognitive science, to psychology, to artificial intelligence, and even to philosophy, researchers, graduate and undergraduate students, and practitioners of various kinds may have interest in topics covered by this book. The book may also be suitable for seminars or courses, at graduate or undergraduate levels, on cognitive architectures or cognitive modeling (i.e. computational psychology).

Combining the study of animal minds, artificial minds, and human evolution, this book examine the advances made by comparative psychologists in explaining the intelligent behavior of primates, the design of artificial autonomous systems, and the cognitive products of language evolution.

Peer reviewed articles from the Natural Language Processing and Cognitive Science (NLPCS) 2014 meeting in October 2014 workshop. The meeting fosters interactions among researchers and practitioners in NLP by taking a Cognitive Science perspective. Articles cover topics such as artificial intelligence, computational linguistics, psycholinguistics, cognitive psychology and language learning.