Computational Neuroscience of Drug Addiction

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Gutkin, Boris (Επιμελητής έκδοσης), Ahmed, Serge H. (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: New York, NY : Springer New York, 2012.
• Έκδοση: 1.
• Σειρά: Springer Series in Computational Neuroscience ; 10
• Θέματα: Medicine.; Neurosciences.; Bioinformatics.; Computational biology.; Biomedicine.; Computer Appl. in Life Sciences.

Drug addiction is one of the most important public health problems in Western societies, and is a rising concern for developing nations. Over the past three decades, experimental research on the neurobiology and psychology of drug addiction has generated a tremendous amount of exciting data, from th...

Πίνακας περιεχομένων:

• Foreword: P Dayan
• Part 1 – Pharmacological-based models of addiction
• Chapter 1. Simple deterministic mathematical Model of maintained drug delf-Administration behavior and its pharmacological applications. V.L. Tsibulsky* and A.B. Norman
• Chapter 2. Intermittent Adaptation : A mathematical model of drug tolerance, dependence and addiction. A. Peper
• Chapter 3. Control theory and addictive behavior. D. Newlin, P.A. Regalia, T.I. Seidman, G. Bobashev
• Part 2 – Neurocomputational models of addiction
• Chapter 4. Circuit models of addiction: receptors and neural dynamics in nicotine self-administration. M. Graupner and B. Gutkin
• Chapter 5. N Dual-system learning models and drugs of abuse. N.D. Daw and D.A. Simon
• Chapter 6. Modeling decision-making systems in addiction. Z. Kurth-Nelson and A. D. Redish
• Chapter 7. Computational models of incentive-sensitization in addiction: Dynamic limbic transformation of learning into motivation. J. Zhang, K. C. Berridge, and J. W. Aldridge
• Chapter 8.  Understanding addiction as a pathological state of multiple decision making processes: a neurocomputational perspective. M. Keramati, A. Dezfouli and P. Piray
• Part 3 – Economic-based models of addiction
• Chapter 9. Policies and priors. K Friston
• Chapter 10. Toward a Computationally Unified Behavioral-Economic Model of Addiction. E.T. Mueller, L.P. Carter and W.K. Bickel
• Chapter 11. Simulating Patterns of Heroin Addiction within the Social Context of a Local Heroin Market. L. Hoffer, G. Bobashev and R. J Morris.