Humanoid Robotics and Neuroscience

Informationen zum Autor Gordon Cheng is the chair, founder, and director of the Institute for Cognitive Systems at the Technical University of Munich. From 20022008, he was the head of the Department of Humanoid Robotics and Computational Neuroscience, ATR Computational Neuroscience Laboratories, Kyoto, Japan. His research interests include humanoid robotics, cognitive systems, neuroengineering, real-time network robot control, brainmachine interfaces, biomimetics of human vision, computational neuroscience of vision, action understanding, humanrobot interaction, active vision, mobile robot navigation, and object-oriented software construction. Klappentext With contributions from prominent scientists, this volume presents a scientific understanding of humans with a view towards developing better-engineered systems and machines for society. It covers dexterous robotic hand control, humanoid vision and locomotion, motor control and learning of motor skills, and cognitive aspects of the humanoid robot. The book also discusses the impact of robotic systems and devices on society as a whole. Zusammenfassung Humanoid robots are highly sophisticated machines equipped with human-like sensory and motor capabilities. Today we are on the verge of a new era of rapid transformations in both science and engineeringone that brings together technological advancements in a way that will accelerate both neuroscience and robotics. Humanoid Robotics and Neuroscience: Science, Engineering and Society presents the contributions of prominent scientists who explore key aspects of the further potential of these systems. Topics include: Neuroscientific research findings on dexterous robotic hand control Humanoid vision and how understanding the structure of the human eye can lead to improvements in artificial vision Humanoid locomotion, motor control, and the learning of motor skills Cognitive elements of humanoid robots, including the neuroscientific aspects of imitation and development The impact of robots on society and the potential for developing new systems and devices to benefit humans The use of humanoid robotics can help us develop a greater scientific understanding of humans, leading to the design of better engineered systems and machines for society. This book assembles the work of scientists on the cutting edge of robotic research who demonstrate the vast possibilities in this field of research. Inhaltsverzeichnis Section I: Humanoid Robotics Perspectives to Neuroscience. Humanoid Robotics and Neuroscience: Science, Engineering and Society . Humanoid Brain Science . Section II: Emulating the Neuro-mechanisms with Humanoid Robots. Hands, Dexterity and the Brain . Humanoid Action, Recognition and the Brain: Stochastic Information Processing that Unifies Recognition and Generation of Motion Patterns - Toward Symbolical Understanding of the Continuous World. Humanoid Vision and the Brain: Foveal Vision for Humanoid Robots. Humanoid Robotics Motor Learning and Neuroscience: Representation and Control of the Task Space in Humans and Humanoid Robots. Humanoid Locomotion and the Brain . Humanoid Motor Control: Dynamics and the Brain . Section III: Leaping forward: Toward Cognitive Humanoid Robots. Learning from Examples: Imitation Learning Emerging Cognition . Cognitive Developmental Robotics towards Humanoid Science: Towards Language: Vocalization by Cognitive Developmental Robotics. ...

Autorentext

Gordon Cheng is the chair, founder, and director of the Institute for Cognitive Systems at the Technical University of Munich. From 20022008, he was the head of the Department of Humanoid Robotics and Computational Neuroscience, ATR Computational Neuroscience Laboratories, Kyoto, Japan. His research interests include humanoid robotics, cognitive systems, neuroengineering, real-time network robot control, brainmachine interfaces, biomimetics of human vision, computational neuroscience of vision, action understanding, humanrobot interaction, active vision, mobile robot navigation, and object-oriented software construction.

Klappentext

With contributions from prominent scientists, this volume presents a scientific understanding of humans with a view towards developing better-engineered systems and machines for society. It covers dexterous robotic hand control, humanoid vision and locomotion, motor control and learning of motor skills, and cognitive aspects of the humanoid robot. The book also discusses the impact of robotic systems and devices on society as a whole.

Zusammenfassung

Humanoid robots are highly sophisticated machines equipped with human-like sensory and motor capabilities. Today we are on the verge of a new era of rapid transformations in both science and engineeringone that brings together technological advancements in a way that will accelerate both neuroscience and robotics. Humanoid Robotics and Neuroscience: Science, Engineering and Society presents the contributions of prominent scientists who explore key aspects of the further potential of these systems.

Topics include:

• Neuroscientific research findings on dexterous robotic hand control

• Humanoid vision and how understanding the structure of the human eye can lead to improvements in artificial vision

• Humanoid locomotion, motor control, and the learning of motor skills

• Cognitive elements of humanoid robots, including the neuroscientific aspects of imitation and development

• The impact of robots on society and the potential for developing new systems and devices to benefit humans

The use of humanoid robotics can help us develop a greater scientific understanding of humans, leading to the design of better engineered systems and machines for society. This book assembles the work of scientists on the cutting edge of robotic research who demonstrate the vast possibilities in this field of research.

Inhalt

Section I: Humanoid Robotics Perspectives to Neuroscience. Humanoid Robotics and Neuroscience: Science, Engineering and Society. Humanoid Brain Science.Section II: Emulating the Neuro-mechanisms with Humanoid Robots. Hands, Dexterity and the Brain. Humanoid Action, Recognition and the Brain: Stochastic Information Processing that Unifies Recognition and Generation of Motion Patterns - Toward Symbolical Understanding of the Continuous World. Humanoid Vision and the Brain: Foveal Vision for Humanoid Robots. Humanoid Robotics Motor Learning and Neuroscience: Representation and Control of the Task Space in Humans and Humanoid Robots. Humanoid Locomotion and the Brain. Humanoid Motor Control: Dynamics and the Brain. Section III: Leaping forward: Toward Cognitive Humanoid Robots. Learning from Examples: Imitation Learning Emerging Cognition. Cognitive Developmental Robotics towards Humanoid Science: Towards Language: Vocalization by Cognitive Developmental Robotics.