Creating Brain-Like Intelligence

From Basic Principles to Complex Intelligent Systems

ISBN: 978-3-642-00615-9 (Print) 978-3-642-00616-6 (Online)

Table of contents (16 chapters)

  1. Front Matter

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  2. No Access

    Book Chapter

    Pages 1-14

    Creating Brain-Like Intelligence

  3. No Access

    Book Chapter

    Pages 15-30

    From Complex Networks to Intelligent Systems

  4. No Access

    Book Chapter

    Pages 31-50

    Stochastic Dynamics in the Brain and Probabilistic Decision-Making

  5. No Access

    Book Chapter

    Pages 51-65

    Formal Tools for the Analysis of Brain-Like Structures and Dynamics

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    Book Chapter

    Pages 66-83

    Morphological Computation – Connecting Brain, Body, and Environment

  7. No Access

    Book Chapter

    Pages 84-102

    Trying to Grasp a Sketch of a Brain for Grasping

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    Book Chapter

    Pages 103-138

    Learning Actions through Imitation and Exploration: Towards Humanoid Robots That Learn from Humans

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    Book Chapter

    Pages 139-150

    Towards Learning by Interacting

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    Book Chapter

    Pages 151-191

    Planning and Moving in Dynamic Environments

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    Book Chapter

    Pages 192-214

    Towards Cognitive Robotics

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    Book Chapter

    Pages 215-247

    Approaches and Challenges for Cognitive Vision Systems

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    Book Chapter

    Pages 248-277

    Some Requirements for Human-Like Robots: Why the Recent Over-Emphasis on Embodiment Has Held Up Progress

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    Book Chapter

    Pages 278-302

    Co-evolution of Rewards and Meta-parameters in Embodied Evolution

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    Book Chapter

    Pages 303-313

    Active Vision for Goal-Oriented Humanoid Robot Walking

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    Book Chapter

    Pages 314-327

    Cognitive Adequacy in Brain-Like Intelligence

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    Book Chapter

    Pages 328-350

    Basal Ganglia Models for Autonomous Behavior Learning

  18. Back Matter

    Pages -