'The question for me is how can the human mind occur in the physical universe. We now know that the world is governed by physics. We now understand the way biology nestles comfortably within that. The issue is how will the mind do that as well.'
--Alan Newell, December 4, 1991, Carnegie Mellon University
The argument John Anderson gives in this book was inspired by the passage above, from the last lecture by one of the pioneers of cognitive science. Newell describes what, for him, is the pivotal question of scientific inquiry, and Anderson gives an answer that is emerging from the study of brain and behavior.
Humans share the same basic cognitive architecture with all primates, but they have evolved abilities to exercise abstract control over cognition and process more complex relational patterns. The human cognitive architecture consists of a set of largely independent modules associated with different brain regions. In this book, Anderson discusses in detail how these various modules can combine to produce behaviors as varied as driving a car and solving an algebraic equation, but focuses principally on two of the modules: the declarative and procedural. The declarative module involves a memory system that, moment by moment, attempts to give each person the most appropriate possible window into his or her past. The procedural module involves a central system that strives to develop a set of productions that will enable the most adaptive response from any state of the modules. Newell argued that the answer to his question must take the form of a cognitive architecture, and Anderson organizes his answer around the ACT-R architecture, but broadens it by bringing in research from all areas of cognitive science, including how recent work in brain imaging maps onto the cogntive architecture.

Ward Edwards is well known as the father of behavioral decision making. In his 1954 Psychological Bulletin paper on decision making, he brought psychological ideas into what had been the province of economists. His influence in this realm is so pervasive that the Nobel committee was able to trace a direct path from Edwards's work to Daniel Kahneman's 2002 Prize for prospect theory. In a 1963 Psychological Review paper, Edwards brought Bayesian statistics to the attention of psychologists, who have continued to proliferate Bayesian ideas, underscoring the importance of the perspective. In a 1962 IEEE paper, Edwards foresaw how the world of intelligence gathering and analysis could by transformed by systems in which humans provided (subjective) probabilities and machines provided computational power. He also showed, in a 1986 book written with Detlof von Winterfeldt, how multiattribute utility analysis could help real-world decision makers generate satisfactory solutions to complex problems.
In this book, 29 of Ward Edwards's most important published papers are reprinted, a selection that spans six decades, allowing the reader to see how this strikingly creative thinker generated many of the ideas that are now core beliefs among current researchers. It is perhaps less well known that Edwards continued to make substantial contributions during the years after his retirement. Illness reduced his public appearances, but he continued his incisive thinking behind the scenes. At the time of his passing, he was involved in several projects, and seven new papers from these projects were completed for this book by his last set of collaborators.
Edwards's papers are a treat to read. His prose is the model of elegant simplicity, yet full of style and wit. With each paper, the editors have included a short introduction that presents Edwards's reflections on the content or impact of the older papers, or describes the creation of the new ones. Obituaries written by former students and colleagues flesh out the human side of this remarkable scholar.

This important contribution to the Minimalist Program offers a comprehensive theory of locality and new insights into phrase structure and syntactic cartography. It unifies central components of the grammar and increases the symmetry in syntax. Its central hypothesis has broad empirical application and at the same time reinforces the central premise of minimalism that language is an optimal system.
Cedric Boeckx focuses on two core components of grammar: phrase structure and locality. He argues that the domains which render syntactic processes local (such as islands, bounding nodes, barriers, and phases in all their cartographic manifestations) are better understood once reduced to, or combined with, the basic syntactic operation, Merge, and its core representation, the X-bar schema. In a detailed examination of the mechanism of phrasal projection or labelling he shows that viewing chains as X-bar phrases allows conditions on chain formation or movement to be captured.
Clearly argued, accessibly written, and illustrated with examples from a wide range of languages, Bare Syntax will appeal to linguists and others interested in syntactic theory at graduate level and above.

An anniversary edition of the classic work that influenced a generation of neuroscientists and cognitive neuroscientists. Before The Computational Brain was published in 1992, conceptual frameworks for brain function were based on the behavior of single neurons, applied globally. In The Computational Brain, Patricia Churchland and Terrence Sejnowski developed a different conceptual framework, based on large populations of neurons. They did this by showing that patterns of activities among the units in trained artificial neural network models had properties that resembled those recorded from populations of neurons recorded one at a time. It is one of the first books to bring together computational concepts and behavioral data within a neurobiological framework. Aimed at a broad audience of neuroscientists, computer scientists, cognitive scientists, and philosophers, The Computational Brain is written for both expert and novice. This anniversary edition offers a new preface by the authors that puts the book in the context of current research. This approach influenced a generation of researchers. Even today, when neuroscientists can routinely record from hundreds of neurons using optics rather than electricity, and the 2013 White House BRAIN initiative heralded a new era in innovative neurotechnologies, the main message of The Computational Brain is still relevant.

This book scrutinizes recent work in phonological theory from the perspective of Chomskyan generative linguistics and argues that progress in the field depends on taking seriously the idea that phonology is best studied as a mental computational system derived from an innate base, phonological Universal Grammar. Two simple problems of phonological analysis provide a frame for a variety of topics throughout the book. The competence-performance distinction and markedness theory are both addressed in some detail, especially with reference to phonological acquisition. Several aspects of Optimality Theory, including the use of Output-Output Correspondence, functionalist argumentation and dependence on typological justification are critiqued. The authors draw on their expertise in historical linguistics to argue that diachronic evidence is often mis-used to bolster phonological arguments, and they present a vision of the proper use of such evidence. Issues of general interest for cognitive scientists, such as whether categories are discrete and whether mental computation is probabilistic are also addressed. The book ends with concrete proposals to guide future phonological research.
The breadth and depth of the discussion, ranging from details of current analyses to the philosophical underpinnings of linguistic science, is presented in a direct style with as little recourse to technical language as possible.

Neuropsychiatric problems after critical illness are receiving increasing attention, particularly in the critical care medicine literature, but mental health and primary care clinicians should also be interested in these common problems, given the growing number of critical illness survivors who need care. Patients frequently come out of the intensive care unit (ICU) with horrifying distorted memories and don't understand what has happened to them. Not only are patients debilitated with ICU-acquired weakness and cognitive impairment, they are traumatized by actual experiences (e.g., shortness of breath and pain) and distorted memories (of being tortured, raped, assaulted, or imprisoned) shaped by delirium. Patients' family members are also frequently quite distressed, and children surviving critical illnesses appear to have similar experiences to adults. This book provides an overview of the nature and epidemiology of cognitive and other psychiatric problems in this growing population, and it addresses the small but growing literature on prevention and early intervention efforts. Addressing these problems successfully will require collaborative interventions, both in-ICU and post-ICU.

Knowing where things are seems effortless. Yet our brains devote tremendous computational power to figuring out the simplest details about spatial relationships. Going to the grocery store or finding our cell phone requires sleuthing and coordination across different sensory and motor domains. Making Space" traces this mental detective work to explain how the brain creates our sense of location. But it goes further, to make the case that spatial processing permeates all our cognitive abilities, and that the brain s systems for thinking about space may be the systems of thought itself.

Our senses measure energy in the form of light, sound, and pressure on the skin, and our brains evaluate these measurements to make inferences about objects and boundaries. Jennifer Groh describes how eyes detect electromagnetic radiation, how the brain can locate sounds by measuring differences of less than one one-thousandth of a second in how long they take to reach each ear, and how the ear s balance organs help us monitor body posture and movement. The brain synthesizes all this neural information so that we can navigate three-dimensional space.

But the brain s work doesn t end there. Spatial representations do double duty in aiding memory and reasoning. This is why it is harder to remember how to get somewhere if someone else is driving, and why, if we set out to do something and forget what it was, returning to the place we started can jog our memory. In making space the brain uses powers we did not know we have."

This is the first exhaustive investigation of gradience in syntax, conceived of as grammatical indeterminacy. It looks at gradience in English word classes, phrases, clauses and constructions, and examines how it may be defined and differentiated. Professor Aarts addresses the tension between linguistic concepts and the continuous phenomena they describe by testing and categorizing grammatical vagueness and indeterminacy. He considers to what extent gradience is a grammatical phenomenon or a by-product of imperfect linguistic description, and makes a series of linked proposals for its theoretical formalization.
Bas Aarts draws on, and reviews, work in psychology, philosophy and language from Aristotle to Chomsky., and writes clearly on a fascinating and important aspect of language and cognition. His book will appeal to scholars and graduate students of language and syntactic theory in departments of (English) linguistics, philosophy and cognitive science.

An accessible introduction to the history, fundamental concepts, challenges, and controversies of the fMRI by one of the pioneers in the field. The discovery of functional MRI (fMRI) methodology in 1991 was a breakthrough in neuroscience research. This non-invasive, relatively high-speed, and high sensitivity method of mapping human brain activity enabled observation of subtle localized changes in blood flow associated with brain activity. Thousands of scientists around the world have not only embraced fMRI as a new and powerful method that complemented their ongoing studies but have also gone on to redirect their research around this revolutionary technique. This volume in the MIT Press Essential Knowledge series offers an accessible introduction to the history, fundamental concepts, challenges, and controversies of fMRI, written by one of the pioneers in the field. Peter Bandettini covers the essentials of fMRI, providing insight and perspective from his nearly three decades of research. He describes other brain imaging and assessment methods; the sources of fMRI contrasts; the basic methodology, from hardware to pulse sequences; brain activation experiment design strategies; and data and image processing. A unique, standalone chapter addresses major controversies in the field, outlining twenty-six challenges that have helped shape fMRI research. Finally, Bandettini lays out the four essential pillars of fMRI: technology, methodology, interpretation, and applications. The book can serve as a guide for the curious nonexpert and a reference for both veteran and novice fMRI scientists.

A major new theory of why human intelligence has not evolved in other species The Human Evolutionary Transition offers a unified view of the evolution of intelligence, presenting a bold and provocative new account of how animals and humans have followed two powerful yet very different evolutionary paths to intelligence. This incisive book shows how animals rely on robust associative mechanisms that are guided by genetic information, which enable animals to sidestep complex problems in learning and decision making but ultimately limit what they can learn. Humans embody an evolutionary transition to a different kind of intelligence, one that relies on behavioral and mental flexibility. The book argues that flexibility is useless to most animals because they lack sufficient opportunities to learn new behavioral and mental skills. Humans find these opportunities in lengthy childhoods and through culture. Blending the latest findings in fields ranging from psychology to evolutionary anthropology, The Human Evolutionary Transition draws on computational analyses of the problems organisms face, extensive overviews of empirical data on animal and human learning, and mathematical modeling and computer simulations of hypotheses about intelligence. This compelling book demonstrates that animal and human intelligence evolved from similar selection pressures while identifying bottlenecks in evolution that may explain why human-like intelligence is so rare.

Hume? Yes, David Hume, that's who Jerry Fodor looks to for help in advancing our understanding of the mind. Fodor claims his Treatise of Human Nature as the foundational document of cognitive science: it launched the project of constructing an empirical psychology on the basis of a representational theory of mind. Going back to this work after more than 250 years we find that Hume is remarkably perceptive about the components and structure that a theory of mind requires. Careful study of the Treatise helps us to see what's amiss with much twentieth-century philosophy of mind, and to get on the right track. Hume says in the Treatise that his main project is to construct a theory of human nature and, in particular, a theory of the mind. Hume Variations examines his account of cognition and how it is grounded in his 'theory of ideas'. Fodor discusses such key topics as the distinction between 'simple' and 'complex' ideas, the thesis that an idea is some kind of picture, and the roles that 'association' and 'imagination' play in cognitive processes. He argues that the theory of ideas, as Hume develops it, is both historically and ideologically continuous with the representational theory of mind as it is now widely endorsed by cognitive scientists. This view of Hume is explicitly opposed to recent discussions by critics who hold that the theory of ideas is the Achilles heel of his philosophy and that he would surely have abandoned it if only he had read Wittgenstein carefully. You don't have to know much about Hume to enjoy this inventively argued, provocative, and stimulating defence of the representational theory of mind-which is looking increasingly hard to resist. LINES OF THOUGHT Philosophy books don't need to be hundreds of pages long to make a substantial contribution to the subject. This new series presents original works by leading philosophers at an affordable price and a readable length. Series Editors Peter Ludlow (University of Michigan, Ann Arbor) Scott Sturgeon (Birkbeck College, London)

Philosophers since Aristotle have explored emotion, so the new emphasis on emotion in Anglo-American philosophy is the rediscovery of a discipline that is very old and has always been essential to the "love of wisdom." Today, it has become evident to most philosophers that emotions are ripe for philosophical analysis, a view supported by a considerable number of excellent publications. Emotions have now become mainstream. In this volume, I have tried to bring together some of the best Anglo-American philosophers now writing on the philosophy of emotion. I have solicited chapters from those philosophers who have already distinguished themselves in the field of emotion research and have interdisciplinary interests, particularly in the social sciences. It is impossible to study the emotions today without engaging with contemporary psychology and the neurosciences. Philosophy has always been (in its own mind, at least) "the queen of the sciences." Thus the essays included here should appeal to a broad spectrum of emotion researchers as well as philosophers interested or at least curious about their emotions. Topics include Emotions, Physiology, Intentionality, Emotion, Appraisal, and Cognition, Emotions and Feelings, Emotions, and Rationality, Emotions, Action, and Freedom, Emotion and Value, On Theories of Emotion. The contributors include Annette Baier, Aaron Ben-Zeev, Purushottama Bilimoria, Cheshire Calhoun, John Deigh, Ronald De Sousa, Jon Elster, Peter Goldie, Pat Greenspan, Paul Griffiths, Jerry Neu, Martha Nussbaum, Jesse Prinz, Jenefer Robinson, Amelie Rorty, Robert C. Solomon, Michael Stocker, ,

Humans, like other primates, are intensely social creatures. One of the major functions of our brains must be to enable us to be as skilful in social interactions as we are in our interactions with the physical world (e.g. recognising objects and grasping them). Furthermore, any differences between human brains and those of our nearest relatives, the great apes, are likely to be linked to our unique achievements in social interaction and communication rather than our motor or perceptual skills. Unique to humans is the ability to mentalise (or mind read), that is to perceive and communicate mental states, such as beliefs and desires. A key problem facing science is to uncover the biological mechanisms underlying our ability to read other minds and to show how these mechanisms evolved. To solve this problem we need to do experiments in which people (or animals) interact with one another rather than behaving in isolation. Such experiments are now being conducted in increasing numbers and many of the leading exponents of such experiments have contributed to this volume. 'The Neuroscience of Social Interactions' will be an important step in uncovering the biological mechanisms underlying social interactions - undoubtedly one of the major programmes for neuroscience in the 21st century.

Music offers a unique opportunity to better understand the organization of the human brain. Like language, music exists in all human societies. Like language, music is a complex, rule-governed activity that seems specific to humans, and associated with a specific brain architecture. Yet unlike most other high-level functions of the human brain--and unlike language--music is a skil at which only a minority of people become proficient. The study of music as a major brain function has for some time been relatively neglected. Just recently, however, we have witnessed an explosion in research activities on music perception and performance that correlates in the human brain. This volume brings together an outstanding collection of international authorities--from the fields of music, neuroscience, psychology, and neurology--to describe the amazing advances being made in understanding the complex relationship between music and the brain.

A new field of collective intelligence has emerged in the last few years, prompted by a wave of digital technologies that make it possible for organizations and societies to think at large scale. This "bigger mind"--human and machine capabilities working together--has the potential to solve the great challenges of our time. So why do smart technologies not automatically lead to smart results? Gathering insights from diverse fields, including philosophy, computer science, and biology, Big Mind reveals how collective intelligence can guide corporations, governments, universities, and societies to make the most of human brains and digital technologies. Geoff Mulgan explores how collective intelligence has to be consciously organized and orchestrated in order to harness its powers. He looks at recent experiments mobilizing millions of people to solve problems, and at groundbreaking technology like Google Maps and Dove satellites. He also considers why organizations full of smart people and machines can make foolish mistakes--from investment banks losing billions to intelligence agencies misjudging geopolitical events--and shows how to avoid them. Highlighting differences between environments that stimulate intelligence and those that blunt it, Mulgan shows how human and machine intelligence could solve challenges in business, climate change, democracy, and public health. But for that to happen we'll need radically new professions, institutions, and ways of thinking. Informed by the latest work on data, web platforms, and artificial intelligence, Big Mind shows how collective intelligence could help us survive and thrive.

Agency has two meanings in psychology and neuroscience. It can refer to one's capacity to affect the world and act in line with one's goals and desires-this is the objective aspect of agency. But agency can also refer to the subjective experience of controlling one's actions, or how it feels to achieve one's goals or affect the world. This subjective aspect is known as the sense of agency, and it is an important part of what makes us human. Interest in the sense of agency has exploded since the early 2000s, largely because scientists have learned that it can be studied objectively through analyses of human judgment, behavior, and the brain. This book brings together some of the world's leading researchers to give structure to this nascent but rapidly growing field. The contributors address questions such as: What role does agency play in the sense of self? Is agency based on predicting outcomes of actions? And what are the links between agency and motivation? Recent work on the sense of agency has been markedly interdisciplinary. The chapters collected here combine ideas and methods from fields as diverse as engineering, psychology, neurology, neuroscience, and philosophy of mind, making the book a valuable resource for any student or researcher interested in action, volition, and exploring how mind and brain are organized.

Figurative communication (the use of metaphor, metonymy, hyperbole and irony) provides economy of expression, clarity, persuasiveness, politeness, evaluation, and communication of emotions. However, it also increases the potential for misunderstanding in situations when people lack shared background knowledge. This book combines theoretical frameworks with empirical studies that measure the effectiveness of different approaches to the use of figurative language in advertisements, to show how to maximise the benefits of creative metaphor and metonymy in global advertising. It highlights how subtle differences in colour, layout, and combinations of different kinds of figurative language affect the reception and appreciation of creative advertising, shedding new light on the nature of figurative communication itself. With a balance between theory, experiments and practical case studies, this book is accessible for academics in linguistics and communication studies, as well as advertising and marketing professionals.

Current primate research has yielded stunning results that not only threaten our underlying assumptions about the cognitive and communicative abilities of nonhuman primates, but also bring into question what it means to be human. At the forefront of this research, Sue Savage-Rumbaugh recently has achieved a scientific breakthrough of impressive proportions. Her work with Kanzi, a laboratory-reared bonobo, has led to Kanzi's acquisition of linguistic and cognitive skills similar to those of a two and a half year-old human child. Apes, Language, and the Human Mind skillfully combines a fascinating narrative of the Kanzi research with incisive critical analysis of the research's broader linguistic, psychological, and anthropological implications. The first part of the book provides a detailed, personal account of Kanzi's infancy, youth, and upbringing, while the second part addresses the theoretical, conceptual, and methodological issues raised by the Kanzi research. The authors discuss the challenge to the foundations of modern cognitive science presented by the Kanzi research; the methods by which we represent and evaluate the abilities of both primates and humans; and the implications which ape language research has for the study of the evolution of human language. Sure to be controversial, this exciting new volume offers a radical revision of the sciences of language and mind, and will be important reading for all those working in the fields of primatology, anthropology, linguistics, philosophy of mind, and cognitive and developmental psychology.

This volume showcases cutting-edge scholarship from The Big Questions in Free Will project, funded by a grant from the John Templeton Foundation and directed by Alfred R. Mele. It explores the subject of free will from the perspectives of neuroscience; social, cognitive, and developmental psychology; and philosophy (both traditional and experimental).
The volume consists of fourteen new articles and an introduction from top-ranked contributors, all of whom bring fresh perspectives to the question of free will. They investigate questions such as: How do children conceive of free will and how does their concept of free will develop? How does lowered or raised confidence in the existence of free will affect our behavior? What modifies our power to resist temptation? What do lay folk mean by free will? What brain processes underlie decisions? How does the conscious experience of voluntary action contribute to the neural control of behavior? What are the neural differences between deliberate choosing and arbitrary picking? How do neuroscientific studies of decision making in monkeys bear on human free will? Is determinism compatible with free will? What can a proper understanding of causation tell us about free will? What is moral responsibility?
Readers interested in the current and future direction of scholarship on free will find this volume essential reading.

In this unique exploration of the mysteries of the human brain, Roger Bartra shows that consciousness is a phenomenon that occurs not only in the mind but also in an external network, a symbolic system. He argues that the symbolic systems created by humans in art, language, in cooking or in dress, are the key to understanding human consciousness. Placing culture at the centre of his analysis, Bartra brings together findings from anthropology and cognitive science and offers an original vision of the continuity between the brain and its symbolic environment. The book is essential reading for neurologists, cognitive scientists and anthropologists alike.

Artificial intelligence, or AI, is a cross-disciplinary approach to understanding, modeling, and creating intelligence of various forms. It is a critical branch of cognitive science, and its influence is increasingly being felt in other areas, including the humanities. AI applications are transforming the way we interact with each other and with our environment, and work in artificially modeling intelligence is offering new insights into the human mind and revealing new forms mentality can take. This volume of original essays presents the state of the art in AI, surveying the foundations of the discipline, major theories of mental architecture, the principal areas of research, and extensions of AI such as artificial life. With a focus on theory rather than technical and applied issues, the volume will be valuable not only to people working in AI, but also to those in other disciplines wanting an authoritative and up-to-date introduction to the field.

The role of the prefrontal cortex is one of the most topical and important areas of research in contemporary neuropsychology. This cortical region appears to be linked with executive processes affecting many diverse areas of cognitive function. Working memory, information processing, behavioural organization, attention, judgement, and the ability to cope with novel experiences are just some of the diverse processes it affects. This book brings together contributions from some of the world's leading researchers on the prefrontal cortex. They discuss the many recent theoretical and technical advances in the field - for example in our understanding of the neural architecture of the prefrontal cortex, in the development of comparable texts of cognition in humans and other primates, in our understanding of the relationships between neuronal activity and behaviour, and in the increasing use of functional neuroimaging to identify different levels of organization within the prefrontal cortex. These important developments make this an ideal time to address the many questions and debates that have arisen about the role and functional organization of this area of the brain. One of the first books to be written on the subject, The Prefrontal Cortex is a state-of-the-art account of our knowledge of this exciting subject. It will be welcomed by all researchers and students in neuro- and cognitive psychology, and neuroscience.

Neuroscience, the study of the structure and function of the brain, has captured our imaginations. Breakthrough technologies permit neuroscientists to probe how the human brain works in ever-more fascinating detail, revealing what happens when we think, move, love, hate, and fear. We know more than ever before about what goes wrong in the brain when we develop psychiatric and neurological illnesses like depression, dementia, epilepsy, panic attacks, and schizophrenia. We also now have clues about how treatments for those disorders change the way our brains look and function. Neuroscience at the Intersection of Mind and Brain has three main purposes. First, it makes complicated concepts and findings in modern neuroscience accessible to anyone with an interest in how the brain works. Second, it explains in detail how every experience we have from the moment we are conceived changes our brains. Third, it advances the idea that psychotherapy is a type of life experience that alters brain function and corrects aberrant brain connections. Among the topics covered are: what makes our brains different from those of other primates, our nearest genetic neighbors? How do life's experiences affect genetic expression of the brain and the way neurons connect with each other? Why are connections between different parts of the brain important in both health and disease? What happens in the brains of animals and humans when we are suddenly afraid of something, get depressed, or fall in love? How do medications and psychotherapies work? The information in this book is based on cutting-edge research in neuroscience, psychiatry, and psychology. Written by an author who studied human behavior and brain function for three decades, it is presented in a highly accessible manner, full of personal anecdotes and observations, and touches on many of the controversies in contemporary mental health practice.

Through Our Eyes Only? is an immensely engaging exploration of one of the greatest remaining biological mysteries: the possibility of conscious experiences in non-human animals. Dawkins argues that the idea of consciousness in other species has now progressed from a vague possibility to a plausible, scientifically respectable view. Written in an accessible and entertaining style, this book aims to show how near -- and how far -- we are to understanding what goes on in the minds of other animals. 'Her approach ... is impeccable ... Her writing is highly accessible, lively and illustrative.' - Booklist on the hardback edition.