(eBook PDF) Computational Models of Brain and Behavior by Ahmed A. Moustafa – Digital Ebook – Instant Delivery Download
Product details:
- ISBN-10 : 1119159067
- ISBN-13 : 978-1119159063
- Author: Ahmed A. Moustafa
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.
Table contents:
1 A Computational Model of Dyslexics’ Perceptual Difficulties as Impaired Inference of Sound Statistics
2 Computational Approximations to Intellectual Disability in Down Syndrome
3 Computational Psychiatry
4 Computational Models of Post-traumatic Stress Disorder (PTSD)
5 Reward Processing in Depression
6 Neurocomputational Models of Schizophrenia
7 Oscillatory Dynamics of Brain Microcircuits
8 Computational Models of Pharmacological and Immunological Treatment in Alzheimer’s Disease
9 Modeling Deep Brain Stimulation for Parkinson’s Disease
10 The Development of Medications for Parkinson’s Disease Using Computational Modeling
11 Multiscale Computer Modeling of Epilepsy
12 Simple Models of Sensory Information Processing
13 Motion Detection
14 Computation in the Olfactory System
15 Computational Models of Olfaction in Fruit Flies
16 Multisensory Integration
17 Computational Models in Social Neuroscience
18 Sleep is For the Brain
19 Models of Neural Homeostasis
20 Striatum
21 Amygdala Models
22 Cerebellum and its Disorders
23 Models of Dynamical Synapses and Cortical Development
24 Computational Models of Memory Formation in Healthy and Diseased Microcircuits of the Hippocampus
25 Episodic Memory and the Hippocampus
26 How Do We Navigate Our Way to Places?
28 Neural Circuit Models of the Serotonergic System
29 A Behavioral Framework for Information Representation in the Brain
30 Probing Human Brain Function with Artificial Neural Networks30 Probing Human Brain Function with Artificial Neural Networks
31 Large-scale Computational Models of Ongoing Brain Activity
32 Optimizing Electrical Stimulation for Closed-loop Control of Neural Ensembles
33 Complex Probabilistic Inference
34 A Flexible and Efficient Hierarchical Bayesian Approach to the Exploration of Individual Differences in Cognitive-model-based Neuroscience
35 Information Theory, Memory, Prediction, and Timing in Associative Learning
36 The Utility of Phase Models in Studying Neural Synchronization
37 Phase Oscillator Network Models of Brain Dynamics
38 The Neuronal Signal and Its Models
39 History Dependent Neuronal Activity Modeled with Fractional Order Dynamics
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