Neurorobotics Neuromorphic Mechanisms of Control |
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Author:
| Tsur, Elishai Ezra |
ISBN: | 978-0-443-13940-6 |
Publication Date: | May 2024 |
Publisher: | Elsevier Science & Technology Books
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Imprint: | Academic Press |
Book Format: | Ebook |
List Price: | USD $180.00USD $216.00 |
Book Description:
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Neurorobotics. Neuromorphic mechanisms of control presents the multidisciplinary field of neurorobotics from a didactic approach, presenting the fundamental challenges in robotics and how neuronal architectures approach them. It covers the latest state-of-the-art in neurorobotics and aims to address the intersection of neuromorphic engineering and robotics, focusing on biological mechanisms of motor control, neuromorphic proportional-integral-derivative (PID) controller, robust and...
More DescriptionNeurorobotics. Neuromorphic mechanisms of control presents the multidisciplinary field of neurorobotics from a didactic approach, presenting the fundamental challenges in robotics and how neuronal architectures approach them. It covers the latest state-of-the-art in neurorobotics and aims to address the intersection of neuromorphic engineering and robotics, focusing on biological mechanisms of motor control, neuromorphic proportional-integral-derivative (PID) controller, robust and adaptive neuro-control, collision avoidance, trajectory generation, and optimization and gait balancing. Allowing graduate students, researchers, and engineers with diverse backgrounds to understand and appreciate the multidisciplinary field of neurorobotics.
- Introduces inverse kinematics, PID, robust, and adaptive control
- Explores the utilization of neuromorphic integrators for body balancing and central pattern generators to efficiently implement different gait patterns
- Discusses the biomechanisms of control, and how trajectories emerge from neuronal circuits at the premotor cortex and how they are relayed to the primary motor cortex