000			02367 a2200205 4500
005			20250508160514.0
008			190927b xxu||||| |||| 00| 0 eng d
020			_a9781119159063
040			_cIIT Kanpur
041			_aeng
082			_a612.8233 _bC739
245			_aComputational models of brain and behavior _cedited by Ahmed A. Moustafa
260			_bWiley _c2018 _aNew Jersey
300			_axxix, 554p
520			_aA 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			_aComputational neuroscience
650			_aNeurobiology -- Mathematics
700			_aMoustafa, Ahmed A. [ed.]
942			_cBK
999			_c560780 _d560780