Design of an artificial brain for robots

This paper proposes a new information processing and control system, which is called artificial brain (ABrain), for robotics using neurocomputers and a Von-Neumann-type microcomputer, and interfaces operating these computers. We introduce three robotic systems with ABrains developed recently in our laboratory. One is an ABrain to recognize the objects in a robotic system for recognition and tracking. The others are an ABrain for controlling the duty ratio in the robot system for recognition and tracking, and an ABrain for controlling the steering angle in an intelligent mobile vehicle. Based on our results, we present a realization of a general type of ABrain to recognize a moving pattern and track it simultaneously.

[1]  Masanori Sugisaka,et al.  Control strategy for an intelligent mobile vehicle , 2006, Artificial Life and Robotics.

[2]  M. Sugisaka,et al.  Neural networks for control in an artificial brain of a recognition and tracking system , 2006, Artificial Life and Robotics.

[3]  Masanori Sugisaka ARTIFICIAL BRAIN IN ROBOTICS , 1997 .

[4]  T. Watanabe,et al.  A digital neural network VLSI with on-chip learning using stochastic pulse encoding , 1993, Proceedings of 1993 International Conference on Neural Networks (IJCNN-93-Nagoya, Japan).

[5]  Toshiyuki Furuta,et al.  Neural network hardware with learning function using pulse-density modulation , 1991 .

[6]  S. W. Kuffler,et al.  From Neuron to Brain: A Cellular and Molecular Approach to the Function of the Nervous System , 1992 .

[7]  Xin Wang,et al.  Artificial brain for a mobile vehicle , 2000, Appl. Math. Comput..

[8]  M. Sugisaka Recognition and Tracking System of Moving Objects based on Artificial Neural Network and PWM Control , 1992 .

[9]  Masanori Sugisaka Fast pattern recognition using a neurocomputer , 2006, Artificial Life and Robotics.

[10]  杉坂 政典,et al.  Proceedings of international symposium on artificial life and robotics :AROB 1st : Feb. 18-Feb. 20, 1996, B-Con Plaza, Beppu Oita, Japan , 1996 .

[11]  El-Sayed H. El-Konyaly,et al.  Recognition and tracking of moving objects , 1991 .

[12]  Masanori Sugisaka Neurocomputer control in an artificial brain for tracking moving objects , 2006, Artificial Life and Robotics.

[13]  Leonard K. Kaczmarek,et al.  The Neuron: Cell and Molecular Biology , 1991 .