Computational models of brain and behavior (Record no. 560780)

000 -LEADER
fixed length control field 02378 a2200205 4500
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20190930153808.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 190927b xxu||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 9781119159063
040 ## - CATALOGING SOURCE
Transcribing agency IIT Kanpur
041 ## - LANGUAGE CODE
Language code of text/sound track or separate title eng
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 612.8233
Item number C739
245 ## - TITLE STATEMENT
Title Computational models of brain and behavior
Statement of responsibility, etc edited by Ahmed A. Moustafa
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Name of publisher Wiley Blackwell
Year of publication 2018
Place of publication New Jersey
300 ## - PHYSICAL DESCRIPTION
Number of Pages xxix, 554p
520 ## - SUMMARY, ETC.
Summary, etc A comprehensive Introduction to the world of brain and behavior computational models This book provides a broad collection of articles covering different aspects of computational modeling efforts in psychology and neuroscience. Specifically, it discusses models that span different brain regions (hippocampus, amygdala, basal ganglia, visual cortex), different species (humans, rats, fruit flies), and different modeling methods (neural network, Bayesian, reinforcement learning, data fitting, and Hodgkin-Huxley models, among others). Computational Models of Brain and Behavior is divided into four sections: (a) Models of brain disorders; (b) Neural models of behavioral processes; (c) Models of neural processes, brain regions and neurotransmitters, and (d) Neural modeling approaches. It provides in-depth coverage of models of psychiatric disorders, including depression, posttraumatic stress disorder (PTSD), schizophrenia, and dyslexia; models of neurological disorders, including Alzheimer's disease, Parkinson's disease, and epilepsy; early sensory and perceptual processes; models of olfaction; higher/systems level models and low-level models; Pavlovian and instrumental conditioning; linking information theory to neurobiology; and more. Covers computational approximations to intellectual disability in down syndrome Discusses computational models of pharmacological and immunological treatment in Alzheimer's disease Examines neural circuit models of serotonergic system (from microcircuits to cognition) Educates on information theory, memory, prediction, and timing in associative learning Computational Models of Brain and Behavior is written for advanced undergraduate, Master's and PhD-level students--as well as researchers involved in computational neuroscience modeling research.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Term Computational neuroscience
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Term Neurobiology -- Mathematical
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Moustafa, Ahmed A. [ed.]
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type Books
Holdings
Withdrawn status Lost status Damaged status Not for loan Collection code Permanent Location Current Location Date acquired Source of acquisition Cost, normal purchase price Full call number Accession Number Cost, replacement price Koha item type
        General Stacks P K Kelkar Library, IIT Kanpur P K Kelkar Library, IIT Kanpur 2019-10-09 2 8852.06 612.8233 C739 A184826 11065.08 Books

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