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Biological Intelligence for Biomimetic Robots: An Introduction to Synthetic Neuroethology [Kõva köide]

  • Formaat: Hardback, 448 pages, kõrgus x laius: 254x203 mm
  • Ilmumisaeg: 13-Jun-2023
  • Kirjastus: MIT Press
  • ISBN-10: 0262048140
  • ISBN-13: 9780262048149
Teised raamatud teemal:
  • Formaat: Hardback, 448 pages, kõrgus x laius: 254x203 mm
  • Ilmumisaeg: 13-Jun-2023
  • Kirjastus: MIT Press
  • ISBN-10: 0262048140
  • ISBN-13: 9780262048149
Teised raamatud teemal:
An introduction to how neuroethology can inform the development of robots controlled by synaptic networks instead of algorithms, from a pioneer in biorobotics.

The trait most fundamental to the evolution of animals is the capability to adapt to novel circumstances in unpredictable environments. Recent advances in biomimetics have made it feasible to construct robots modeled on such unsupervised autonomous behavior, and animal models provide a library of existence proofs. Filling an important gap in the field, this introductory textbook illuminates how neurobiological principles can inform the development of robots that are controlled by synaptic networks, as opposed to algorithms. Joseph Ayers provides a comprehensive overview of the sensory and motor systems of a variety of model biological systems and shows how their behaviors may be implemented in artificial systems, such as biomimetic robots. 

  • Introduces the concept of biological intelligence as applied to robots, building a strategy for autonomy based on the neuroethology of simple animal models
  • Provides a mechanistic physiological framework for the control of innate behavior
  • Illustrates how biomimetic vehicles can be operated in the field persistently and adaptively
  • Developed by a pioneer in biorobotics with decades of teaching experience
  • Proven in the classroom 
  • Suitable for professionals and researchers as well as undergraduate and graduate students in cognitive science and computer science
Preface vii
1 What Is Biological Intelligence?
1(8)
2 Types of Behavior
9(8)
3 Motor Strategies and Biomechanical Advantages for Diverse Environments
17(8)
4 Identified Neurons and Neuroanatomy
25(8)
5 Physiological Models of Neurons
33(38)
6 Nonlinear Dynamical Models of Neurons
71(8)
7 Synaptic Physiology and Networks
79(34)
8 Neuronal Integration
113(14)
9 Neuromodulation and Behavioral States
127(24)
10 Motor Networks and Central Pattern Generators
151(14)
11 Command Neurons
165(8)
12 Coordinating Systems and Gaits
173(6)
13 Sensory Neurons and Sensory Coding
179(16)
14 Physiology of Muscle
195(8)
15 Types of Motor Systems
203(8)
16 Proprioceptive Reflexes
211(10)
17 Spatial Orientation---Taxes, Kineses, and Exteroceptive Reflexes
221(10)
18 Behavioral Choice and Hierarchies
231(6)
19 Behavioral Sequencing
237(10)
20 Biomimetic Robots
247(8)
21 Power Supplies and Charging
255(10)
22 Control Hardware, Morphing Bodies, and Hulls
265(14)
23 Synthetic Biology and Biohybrid Sensors
279(4)
24 Myomorphic Actuators
283(8)
25 Acoustic Communications and Localization
291(6)
26 Supervision and Motivation
297(6)
27 Reactive Autonomy and Adaptive Sequencing
303(6)
28 Stigmergy and Cooperative Behavior
309(4)
29 Biological Intelligence
313(6)
References 319(26)
Index 345