A Multilayered Neural Network Controller

IEEE Control Systems Magazine

Volumn 8, Issue 2, 1988, Pages 17-21

  Psaltis, Demetri ^a   Sideris, Athanasios ^a   Yamamura, Alan A ^a  

^a CALIFORNIA INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CONTROL SYSTEMS - MATHEMATICAL MODELS;

LEARNING ARCHITECTURES; MULTILAYERED NEURAL NETWORK PROCESSOR; PLANT CONTROL;

SYSTEMS SCIENCE AND CYBERNETICS;

EID: 0023994688     PISSN: 02721708     EISSN: None     Source Type: Journal    
DOI: 10.1109/37.1868     Document Type: Article

References (16)

1. J. Denker, Ed., AIP Conf. Proc. Neural Networks for Computing, American Institute of Physics, New York, 1986.
2. J. Hopfield, “Neural Networks and Physical Systems with Emergent Collective Computational Abilities,” Proc. Nat. Acad. Sci. U.S., vol. 79, pp. 2554–2558, 1982.
3. T. Kohonen, Self-Organization and Associative Memory, New York: Springer-Verlag, 1984.
4. D. Rumelhart and J. McClelland, Parallel Distributed Processing, Cambridge, MA: MIT Press, 1986.
5. A. G. Barto, R. S. Sutton, and C. W. Anderson, “Synthesis of Nonlinear Control Surfaces by a Layered Associative Search Network,” Biol. Cybern., vol. 43, pp. 175–185, 1982.
6. D. Bullock and S. Grossberg, “A Neural Network Architecture for Automatic Trajectory Formation and Coordination of Multiple Effectors During Variable-Speed Arm Movements,” presented at 1987 IEEE International Conference on Neural Networks.
7. S. Grossberg and M. Kuperstein, Neural Dynamics of Adaptive Sensory-Motor Control: Ballistic Eye Movements, Amsterdam: Elsevier/North Holland, 1986.
8. A. Guez, J. Eilbert, and M. Kam, “Neuromorphic Architecture for Fast Adaptive Robot Control,” presented at 1987 IEEE International Conference on Neural Networks.
9. M. Kawato, K. Furukawa, and R. Suzuki, “A Hierarchical Neural-Network Model for Control and Learning of Voluntary Movement,” Biol. Cybern., vol. 57, pp. 169185, Feb. 1987.
10. A. J. Pellionisz, “Tensor Network Theory and Its Applications in Computer Modeling of the Metaorganization of Sensorimotor Hierarchies of Gaze,” in AlP Conf. Proc. Neural Networks for Computing, American Institute of Physics, New York, pp. 339344, 1986.
11. A. Pellionisz, “Sensorimotor Operations: A Ground for the Co-Evolution of Brain Theory with Neurobotics and Neurocomputers,” presented at 1987 IEEE Intemational Conference on Neural Networks.
12. D. Psaltis, A. Sideris, and A. Yamamura, “Neural Controllers,” presented at 1987 IEEE International Conference on Neural Networks.
13. D. E. Rumelhart, presentation at the California Institute of Technology, Spring 1987.
14. A. Sideris, A. Yamamura, and D. Psaltis, “Dynamical Neural Networks and Their Application to Robot Control,” presented at the IEEE Conference on Neural Information Processing Systems Natural and Synthetic, 1987.
15. K. Tsutsumi and H. Matsumoto, “Neural Computation and Learning Strategy for Manipulator Position Control,” presented at 1987 IEEE International Conference on Neural Networks.
16. D. E. Rumelhart, G. E. Hinton, and R. J. Williams, Parallel Distributed Processing, Chapter 8, “Learning Internal Representations by Error Propagation,” vol. 1, Cambridge, MA: MIT Press, 1986.