computational modeling in cognition principles and practice

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Computational Modeling In Cognition

Author : Stephan Lewandowsky
ISBN : 9781412970761
Genre : Psychology
File Size : 29. 39 MB
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Computational Modeling Of Cognition And Behavior

Author : Simon Farrell
ISBN : 9781107109995
Genre : Psychology
File Size : 54. 97 MB
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This book presents an integrated framework for developing and testing computational models in psychology and related disciplines. Researchers and students are given the knowledge and tools to interpret models published in their area, as well as to develop, fit, and test their own models.

Stevens Handbook Of Experimental Psychology And Cognitive Neuroscience Methodology

Author : John T. Wixted
ISBN : 9781119170129
Genre : Psychology
File Size : 28. 69 MB
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V. Methodology: E. J. Wagenmakers (Volume Editor) Topics covered include methods and models in categorization; cultural consensus theory; network models for clinical psychology; response time modeling; analyzing neural time series data; models and methods for reinforcement learning; convergent methods of memory research; theories for discriminating signal from noise; bayesian cognitive modeling; mathematical modeling in cognition and cognitive neuroscience; the stop-signal paradigm; hypothesis testing and statistical inference; model comparison in psychology; fmri; neural recordings; open science; neural networks and neurocomputational modeling; serial versus parallel processing; methods in psychophysics.

New Handbook Of Mathematical Psychology Volume 1 Foundations And Methodology

Author : William H. Batchelder
ISBN : 9781316586266
Genre : Psychology
File Size : 85. 53 MB
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The field of mathematical psychology began in the 1950s and includes both psychological theorizing, in which mathematics plays a key role, and applied mathematics, motivated by substantive problems in psychology. Central to its success was the publication of the first 'Handbook of Mathematical Psychology' in the 1960s. The psychological sciences have since expanded to include new areas of research, and significant advances have been made in both traditional psychological domains and in the applications of the computational sciences to psychology. Upholding the rigor of the first title in this field to be published, the New Handbook of Mathematical Psychology reflects the current state of the field by exploring the mathematical and computational foundations of new developments over the last half-century. This first volume focuses on select mathematical ideas, theories, and modeling approaches to form a foundational treatment of mathematical psychology.

An Introduction To Model Based Cognitive Neuroscience

Author : Birte U. Forstmann
ISBN : 9781493922369
Genre : Medical
File Size : 65. 21 MB
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Two recent innovations, the emergence of formal cognitive models and the addition of cognitive neuroscience data to the traditional behavioral data, have resulted in the birth of a new, interdisciplinary field of study: model-based cognitive neuroscience. Despite the increasing scientific interest in model-based cognitive neuroscience, few active researchers and even fewer students have a good knowledge of the two constituent disciplines. The main goal of this edited collection is to promote the integration of cognitive modeling and cognitive neuroscience. Experts in the field will provide tutorial-style chapters that explain particular techniques and highlight their usefulness through concrete examples and numerous case studies. The book will also include a thorough list of references pointing the reader towards additional literature and online resources.

Prima 2013 Principles And Practice Of Multi Agent Systems

Author : Guido Boella
ISBN : 9783642449277
Genre : Computers
File Size : 20. 20 MB
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This book constitutes the refereed proceedings of the 16th International Conference on Principles and Practice of Multi-Agent Systems, PRIMA 2013, held in Dunedin, New Zealand, in December 2013. The conference was co-located with the 26th Australasian Artificial International Conference, AI 2013. The 24 revised full papers presented together with 18 short papers and 2 invited papers were carefully reviewed and selected from 81 submissions. The papers are organized in topical sections on foundations of agents and multi-agent systems; agent and multi-agent system architectures; agent-oriented software engineering; agent-based modelling and simulation; cooperation/collaboration, coordination/communication; hybrid technologies, application domains; and applications.

Connectionism

Author : Steven Davis
ISBN : 0195360354
Genre : Computers
File Size : 58. 57 MB
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Computational Models Of Learning

Author : Leonard Bolc
ISBN : 9783642827426
Genre : Computers
File Size : 71. 85 MB
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In recent years, machine learning has emerged as a significant area of research in artificial intelligence and cognitive science. At present, research in the field is being intensified from both the point of view of theory and of implementation, and the results are being introduced in practice. Machine learning has recently become the subject of interest of many young and talented scientists whose bold ideas have greatly contributed to the broadening of knowledge in this rapidly developing field of science. This situation has manifested itself in an increasing number of valuable contributions to scientific journals. However, such papers are necessarily compact descriptions of research problems. Computational Models of Learning supplements these contributions and is a collection of more extensive essays. These essays provide the reader with an increased knowledge of carefully selected problems of machine learning.

Principles And Practice Of Behavioral Neurology And Neuropsychology

Author : Matthew Rizzo
ISBN : 0721681549
Genre : Medical
File Size : 83. 55 MB
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Written on a non-specialist level, this highly practical text emphasizes the basic principles and applications of behavioral neurology and neuropsychology. Emphasis is on the broad recognition of the signs and symptoms of neurobehavioral disorders and attendant acute and long-term management strategies. The text covers the broad recognition of signs and symptoms, acute and long term management strategies, and current, therapeutic options. Each chapter begins with an outline, and highlighted key words and main points Each chapter ends with a list of main points and key readings, glossary and references Each chapter contains a generous number charts, tables, algorithms, and figures With over 80 Contributors

Cognition In Practice

Author : Jean Lave
ISBN : 0521357349
Genre : Mathematics
File Size : 28. 80 MB
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In this innovative study, Jean Lave moves the analysis of one particular form of cognitive activity--arithmetic problem-solving--out of the laboratory and into the domain of everyday life. In so doing, she shows how mathematics in the "real world", such as that entailed in grocery shopping or dieting, is, like all thinking, shaped by the dynamic encounter between the culturally-endowed mind and its total context, a subtle interaction that shapes both the human subject and the world within which it acts.

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