Download or read book An Interdisciplinary Approach to Cognitive Modelling written by Partha Ghose and published by Taylor & Francis. This book was released on 2023-12-05 with total page 139 pages. Available in PDF, EPUB and Kindle. Book excerpt: An Interdisciplinary Approach to Cognitive Modelling presents a new approach to cognition that challenges long-held views. It systematically develops a broad-based framework to model cognition, which is mathematically equivalent to the emerging ‘quantum-like modelling’ of the human mind. The book argues that a satisfactory physical and philosophical basis of such an approach is missing, a particular issue being the application of quantization to the mind for which there is no empirical evidence as yet. In response to this issue, the book adopts a COM (classical optical modelling) approach, broad-based but mathematically equivalent to quantum-like modelling while avoiding its problematic features. It presents a philosophically informed and empirically motivated mathematical model of cognition, mainly concerning decision-making processes. It also deals with applications to different areas of the social sciences. It will be of interest to scholars and research students interested in the mathematical modelling of cognition and decision-making, and also interdisciplinary researchers interested in broader issues of cognition.
Download or read book Trends and Challenges in Cognitive Modeling written by Tomas Veloz and published by Springer Nature. This book was released on 2024-01-23 with total page 191 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents interdisciplinary research in the science of Human Cognition through mathematical and computational modeling and simulation. Featuring new approaches developed by leading experts in the field of cognitive science, it highlights the relevance and depth of this important area of social sciences and its expanding reach into the biological, physical, computational and mathematical sciences. This contributed volume compiles the most recent advancements and cutting-edge applications of cognitive modeling, employing a genuinely multidisciplinary approach to simulate thinking, memory, and decision-making. The topics covered encompass a wide range of subjects, such as Agent-based Modeling in psychological research, the Nyayasutra proof pattern, the utilization of the Pheromone Trail Algorithm for modeling Analog Memory, the theory and practical applications of Social Laser Theory, addressing the challenges of probabilistic learning in brain and behavior models, adopting a Physicalistic perspective to understand the emergence of cognition and computation, an in-depth analysis of the conjunction fallacy as a factual occurrence, exploring quantum modeling and causality in physics and its extensions, examining compositional vector semantics within spiking neural networks, delving into the realms of Optimality, Prototypes, and Bilingualism, and finally, investigating the intricate dimensionality of color perception. Given its scope and approach, the book will benefit researchers and students of computational social sciences, mathematics and its applications, quantum physics.
Download or read book Cognitive Models written by Courtney Ann Pace and published by . This book was released on 2004 with total page 130 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book The Cognitive Sciences written by Carolyn P. Sobel and published by SAGE Publications. This book was released on 2013-01-17 with total page 465 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Cognitive Sciences: An Interdisciplinary Approach, Second Edition offers an engaging, thorough introduction to the cognitive sciences. Authors Carolyn Sobel and Paul Li examine the historical and contemporary issues and research findings of the core cognitive science disciplines: cognitive psychology, neuroscience, artificial intelligence, linguistics, evolutionary psychology, and philosophy. For each of these core disciplines, the historical development and classic research studies are presented in one chapter and current research development and issues follow in a second chapter, offering students a broad understanding of the development of each concentration in the cognitive sciences. The text presents a student-friendly approach to understanding how each discipline has contributed to the growth of cognitive science and the implications for future research. NEW TO THIS EDITION Includes a new chapter on evolutionary psychology, an important emerging field in the cognitive sciences. Offers fully updated research, including subjects such as embodied cognition and extended cognition (philosophy), bilingualism indicating its wide-ranging effects on brain capabilities (linguistics), and current work in neuroplasticity (neuroscience). A new image program helps illustrate new and key concepts in the text. The companion website contains helpful pedagogical features to aid faculty and students. Praise for The Cognitive Sciences, Second Edition “I am impressed with the completeness of the text. I have suffered from some tunnel vision thinking that all cognitive science intros needed to be more thematic. The field approach of this one is a refreshing change.” - Kenneth M. Moorman, Transylvania University “You have a winner. It is well organized, cutting edge, theoretical, and substantive, and easy to read. The stories and contextualization of the material for the reader was the biggest strength of this text.” - Thelon Byrd Jr., Bowie State University “The text is clear, organized, and, overall, very well-written. In fact, it has been a pleasure to read. It should be very accessible to undergrads in an introductory cognitive science course, whether majors or not." - Michael R. Scheessele, Indiana University South Bend
Download or read book Introduction to Modeling Cognitive Processes written by Tom Verguts and published by MIT Press. This book was released on 2022-02-01 with total page 265 pages. Available in PDF, EPUB and Kindle. Book excerpt: An introduction to computational modeling for cognitive neuroscientists, covering both foundational work and recent developments. Cognitive neuroscientists need sophisticated conceptual tools to make sense of their field’s proliferation of novel theories, methods, and data. Computational modeling is such a tool, enabling researchers to turn theories into precise formulations. This book offers a mathematically gentle and theoretically unified introduction to modeling cognitive processes. Theoretical exercises of varying degrees of difficulty throughout help readers develop their modeling skills. After a general introduction to cognitive modeling and optimization, the book covers models of decision making; supervised learning algorithms, including Hebbian learning, delta rule, and backpropagation; the statistical model analysis methods of model parameter estimation and model evaluation; the three recent cognitive modeling approaches of reinforcement learning, unsupervised learning, and Bayesian models; and models of social interaction. All mathematical concepts are introduced gradually, with no background in advanced topics required. Hints and solutions for exercises and a glossary follow the main text. All code in the book is Python, with the Spyder editor in the Anaconda environment. A GitHub repository with Python files enables readers to access the computer code used and start programming themselves. The book is suitable as an introduction to modeling cognitive processes for students across a range of disciplines and as a reference for researchers interested in a broad overview.
Download or read book Cognitive Economics written by Paul Bourgine and published by Springer Science & Business Media. This book was released on 2013-03-20 with total page 479 pages. Available in PDF, EPUB and Kindle. Book excerpt: The social sciences study knowing subjects and their interactions. A "cog nitive turn", based on cognitive science, has the potential to enrich these sciences considerably. Cognitive economics belongs within this movement of the social sciences. It aims to take into account the cognitive processes of individuals in economic theory, both on the level of the agent and on the level of their dynamic interactions and the resulting collective phenomena. This is an ambitious research programme that aims to link two levels of com plexity: the level of cognitive phenomena as studied and tested by cognitive science, and the level of collective phenomena produced by the economic in teractions between agents. Such an objective requires cooperation, not only between economists and cognitive scientists but also with mathematicians, physicists and computer scientists, in order to renew, study and simulate models of dynamical systems involving economic agents and their cognitive mechanisms. The hard core of classical economics is the General Equilibrium Theory, based on the optimising rationality of the agent and on static concepts of equilibrium, following a point of view systemised in the framework of Game Theory. The agent is considered "rational" if everything takes place as if he was maximising a function representing his preferences, his utility function.
Download or read book Cognitive Models and Spiritual Maps written by Jensine Andresen and published by Imprint Academic. This book was released on 2000 with total page 298 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book throws down a challenge to religious studies, offering a multidisciplinary approach - including developmental psychology, neuropsychology, philosophy of mind, and anthropology.
Download or read book Spatial Cognition written by Christian Freksa and published by Springer. This book was released on 2003-05-20 with total page 486 pages. Available in PDF, EPUB and Kindle. Book excerpt: Research on spatial cognition is a rapidly evolving interdisciplinary enterprise for the study of spatial representations and cognitive spatial processes, be they real or abstract, human or machine. Spatial cognition brings together a variety of - search methodologies: empirical investigations on human and animal orientation and navigation; studies of communicating spatial knowledge using language and graphical or other pictorial means; the development of formal models for r- resenting and processing spatial knowledge; and computer implementations to solve spatial problems, to simulate human or animal orientation and navigation behavior, or to reproduce spatial communication patterns. These approaches can interact in interesting and useful ways: Results from empirical studies call for formal explanations both of the underlying memory structures and of the processes operating upon them; we can develop and - plement operational computer models obeying the relationships between objects and events described by the formal models; we can empirically test the computer models under a variety of conditions, and we can compare the results to the - sults from the human or animal experiments. A disagreement between these results can provide useful indications towards the re nement of the models.
Download or read book Interdisciplinary Collaboration written by Sharon J. Derry and published by Psychology Press. This book was released on 2014-04-04 with total page 374 pages. Available in PDF, EPUB and Kindle. Book excerpt: Interdisciplinary Collaboration calls attention to a serious need to study the problems and processes of interdisciplinary inquiry, to reflect on the current state of scientific knowledge regarding interdisciplinary collaboration, and to encourage research that studies interdisciplinary cognition in relation to the ecological contexts in which it occurs. It contains reflections and research on interdisciplinarity found in a number of different contexts by practitioners and scientists from a number of disciplines and several chapters represent attempts by cognitive scientists to look critically at the cognitive science enterprise itself. Representing all of the seven disciplines listed in the official logo of the Cognitive Science Society and its journal--anthropology, artificial intelligence, education, linguistics, neuroscience, philosophy, and psychology--this book is divided into three parts: *Part I sets the stage by providing three broad overviews of literature and theory on interdisciplinary research and education. *Part II examines varied forms of interdisciplinarity in situ rather than the more traditional macrolevel interview or survey approaches to studying group work. *Part III consists of noted cognitive scientists who reflect on their experiences and turn the analytical lenses of their own disciplines to the critical examination of cognitive science itself as a case study in interdisciplinary collaboration. Interdisciplinary Collaboration is intended for scholars at the graduate level and beyond in cognitive science and education.
Download or read book Cognitive Choice Modeling written by Zheng Joyce Wang and published by MIT Press. This book was released on 2021-03-09 with total page 305 pages. Available in PDF, EPUB and Kindle. Book excerpt: The emerging interdisciplinary field of cognitive choice models integrates theory and recent research findings from both decision process and choice behavior. Cognitive decision processes provide the interface between the environment and brain, enabling choice behavior, and the basic cognitive mechanisms underlying decision processes are fundamental to all fields of human activity. Yet cognitive processes and choice processes are often studied separately, whether by decision theorists, consumer researchers, or social scientists. In Cognitive Choice Modeling, Zheng Joyce Wang and Jerome R. Busemeyer introduce a new cognitive modeling approach to the study of human choice behavior. Integrating recent research findings from both cognitive science and choice behavior, they lay the groundwork for the emerging interdisciplinary field of cognitive choice modeling.
Download or read book Metacognitive Diversity written by Joëlle Proust and published by Oxford University Press. This book was released on 2018-03-30 with total page 448 pages. Available in PDF, EPUB and Kindle. Book excerpt: Metacognition refers to our awareness of our own mental processes, such as perceiving, remembering, learning, and problem solving. It is a fascinating area of research for psychologists, neuroscientists, anthropologists, sociologists and philosophers. This book explores the variability of metacognitive skills across cultures, since a person's decision to allocate effort, motivation to learn, sense of being right or wrong in perceptions, memories, and other cognitive tasks depends on specific transmitted goals, norms, and values. Across nineteen chapters, a group of leading authors analyze the variable and universal features associated with these dimensions, drawing on cutting-edge evidence. Additionally, new domains of metacognitive variability are considered in this volume, including those generated by metacognition-oriented embodied practices (present in rituals and religious worship), and culture-specific lay theories about subjective uncertainty and knowledge regarding natural or supernatural entities. It also documents universal metacognitive features, such as children's earlier sensitivity to their own ignorance than to that of others, people's intuitive understanding of what counts as knowledge, and speakers' sensitivity to informational sources (independently of the way the information is linguistically expressed). The book is important reading for students and scholars in cognitive and cultural psychology, anthopology, developmental and social psychology, linguistics, and philosophy.
Download or read book Contemporary Research written by Michael McNeese and published by CRC Press. This book was released on 2020-09-29 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt: The objective of Contemporary Research: Models, Methodologies, and Measures in Distributed Team Cognition is to advance knowledge in terms of real-world interactions among information, people, and technologies through explorations and discovery embedded within the research topics covered. Each chapter provides insight, comprehension, and differing yet cogent perspectives to topics relevant within distributed team cognition. Experts present their use of models and frameworks, different approaches to studying distributed team cognition, and new types of measures and indications of successful outcomes. The research topics presented span the continuum of interdisciplinary philosophies, ideas, and concepts that underline research investigation. Features Articulates distributed team cognition principles/constructs within studies, models, methods, and measures Utilizes experimental studies and models as cases to explore new analytical techniques and tools Provides team situation awareness measurement, mental model assessment, conceptual recurrence analysis, quantitative model evaluation, and unobtrusive measures Transforms analytical output from tools/models as a basis for design in collaborative technologies Generates an interdisciplinary approach using multiple methods of inquiry
Download or read book Modelling High level Cognitive Processes written by Richard P. Cooper With Contributi and published by Psychology Press. This book was released on 2013-05-13 with total page 460 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a practical guide to building computational models of high-level cognitive processes and systems. High-level processes are those central cognitive processes involved in thinking, reasoning, planning, and so on. These processes appear to share representational and processing requirements, and it is for this reason that they are considered together in this text. The book is divided into three parts. Part I considers foundational and background issues. Part II provides a series of case studies spanning a range of cognitive domains. Part III reflects upon issues raised by the case studies. Teachers of cognitive modeling may use material from Part I to structure lectures and practical sessions, with chapters in Part II forming the basis of in-depth student projects. All models discussed in this book are developed within the COGENT environments. COGENT provides a graphical interface in which models may be sketched as "box and arrow" diagrams and is both a useful teaching tool and a productive research tool. As such, this book is designed to be of use to both students of cognitive modeling and active researchers. For students, the book provides essential background material plus an extensive set of example models, exercises and project material. Researchers of both symbolic and connectionist persuasions will find the book of interest for its approach to cognitive modeling, which emphasizes methodological issues. They will also find that the COGENT environment itself has much to offer.
Download or read book Reference written by Jeanette K. Gundel and published by Oxford University Press. This book was released on 2008-01-29 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: The ability to produce and understand referring expressions is basic to human language use and human cognition. Reference comprises the ability to think of and represent objects (both real and imagined/fictional), to indicate to others which of these objects we are talking about, and to determine what others are talking about when they use a nominal expression. The articles in this volume are concerned with some of the central themes and challenges in research on reference within the cognitive sciences - philosophy (including philosophy of language and mind, logic, and formal semantics), theoretical and computational linguistics, and cognitive psychology. The papers address four basic questions: What is reference? What is the appropriate analysis of different referring forms, such as definite descriptions? How is reference resolved? and How do speaker/writers select appropriate referring forms, such as pronouns vs. full noun phrases, demonstrative vs. personal pronouns, and overt vs. null/zero pronominal forms? Some of the papers assume and build on existing theories, such as Centering Theory and the Givenness Hierarchy framework; others propose their own models of reference understanding or production. The essays examine reference from a number of disciplinary and interdisciplinary perspectives, informed by different research traditions and employing different methodologies. While the contributors to the volume were primarily trained in one of the four represented disciplines-computer science, linguistics, philosophy and psychology, and use methodologies typical of that discipline, each of them bridges more than one discipline in their methodology and/or their approach.
Download or read book Interdisciplinarity in the Making written by Nancy J. Nersessian and published by MIT Press. This book was released on 2022-11-22 with total page 393 pages. Available in PDF, EPUB and Kindle. Book excerpt: A cognitive ethnography of how bioengineering scientists create innovative modeling methods. In this first full-scale, long-term cognitive ethnography by a philosopher of science, Nancy J. Nersessian offers an account of how scientists at the interdisciplinary frontiers of bioengineering create novel problem-solving methods. Bioengineering scientists model complex dynamical biological systems using concepts, methods, materials, and other resources drawn primarily from engineering. They aim to understand these systems sufficiently to control or intervene in them. What Nersessian examines here is how cutting-edge bioengineering scientists integrate the cognitive, social, material, and cultural dimensions of practice. Her findings and conclusions have broad implications for researchers in philosophy, science studies, cognitive science, and interdisciplinary studies, as well as scientists, educators, policy makers, and funding agencies. In studying the epistemic practices of scientists, Nersessian pushes the boundaries of the philosophy of science and cognitive science into areas not ventured before. She recounts a decades-long, wide-ranging, and richly detailed investigation of the innovative interdisciplinary modeling practices of bioengineering researchers in four university laboratories. She argues and demonstrates that the methods of cognitive ethnography and qualitative data analysis, placed in the framework of distributed cognition, provide the tools for a philosophical analysis of how scientific discoveries arise from complex systems in which the cognitive, social, material, and cultural dimensions of problem-solving are integrated into the epistemic practices of scientists. Specifically, she looks at how interdisciplinary environments shape problem-solving. Although Nersessian’s case material is drawn from the bioengineering sciences, her analytic framework and methodological approach are directly applicable to scientific research in a broader, more general sense, as well.
Download or read book The Cambridge Handbook of Computational Psychology written by Ron Sun and published by Cambridge University Press. This book was released on 2008-04-28 with total page 767 pages. Available in PDF, EPUB and Kindle. Book excerpt: A cutting-edge reference source for the interdisciplinary field of computational cognitive modeling.
Download or read book Spatial Cognition written by Christian Freksa and published by Springer. This book was released on 1998-05-25 with total page 489 pages. Available in PDF, EPUB and Kindle. Book excerpt: Research on spatial cognition is a rapidly evolving interdisciplinary enterprise for the study of spatial representations and cognitive spatial processes, be they real or abstract, human or machine. Spatial cognition brings together a variety of - search methodologies: empirical investigations on human and animal orientation and navigation; studies of communicating spatial knowledge using language and graphical or other pictorial means; the development of formal models for r- resenting and processing spatial knowledge; and computer implementations to solve spatial problems, to simulate human or animal orientation and navigation behavior, or to reproduce spatial communication patterns. These approaches can interact in interesting and useful ways: Results from empirical studies call for formal explanations both of the underlying memory structures and of the processes operating upon them; we can develop and - plement operational computer models obeying the relationships between objects and events described by the formal models; we can empirically test the computer models under a variety of conditions, and we can compare the results to the - sults from the human or animal experiments. A disagreement between these results can provide useful indications towards the re nement of the models.
