Computational Neuroscience of Drug Addiction

Editors:

ISBN: 978-1-4614-0750-8 (Print) 978-1-4614-0751-5 (Online)

Table of contents (11 chapters)

  1. Front Matter

    Pages I-XIV

  2. Pharmacological-based models of addiction

    1. Front Matter

      Pages 1-1

    2. No Access

      Book Chapter

      Pages 3-18

      Simple Deterministic Mathematical Model of Maintained Drug Self-administration Behavior and Its Pharmacological Applications

    3. No Access

      Book Chapter

      Pages 19-56

      Intermittent Adaptation: A Mathematical Model of Drug Tolerance, Dependence and Addiction

    4. No Access

      Book Chapter

      Pages 57-108

      Control Theory and Addictive Behavior

  3. Neurocomputational models of addiction

    1. Front Matter

      Pages 109-109

    2. No Access

      Book Chapter

      Pages 111-144

      Modelling Local Circuit Mechanisms for Nicotine Control of Dopamine Activity

    3. No Access

      Book Chapter

      Pages 145-161

      Dual-System Learning Models and Drugs of Abuse

    4. No Access

      Book Chapter

      Pages 163-187

      Modeling Decision-Making Systems in Addiction

    5. No Access

      Book Chapter

      Pages 189-203

      Computational Models of Incentive-Sensitization in Addiction: Dynamic Limbic Transformation of Learning into Motivation

    6. No Access

      Book Chapter

      Pages 205-233

      Understanding Addiction as a Pathological State of Multiple Decision Making Processes: A Neurocomputational Perspective

  4. Economic-based models of addiction

    1. Front Matter

      Pages 235-235

    2. No Access

      Book Chapter

      Pages 237-283

      Policies and Priors

    3. No Access

      Book Chapter

      Pages 285-312

      Toward a Computationally Unified Behavioral-Economic Model of Addiction

    4. No Access

      Book Chapter

      Pages 313-331

      Simulating Patterns of Heroin Addiction Within the Social Context of a Local Heroin Market

  5. Back Matter

    Pages 333-341