Title :
Oscillatory neural unit and simultaneous energy-value extraction for Hopfield neural network
Author :
Yoshino, Keiichi ; Watanabe, Yoshiaki ; Kakeshita, Tetsuro
Author_Institution :
Dept. of Electron. & Control Eng., Kitakyushu Coll. of Technol., Kitakyushu, Japan
Abstract :
Oscillatory neural unit for Hopfield neural network is proposed. To evaluate oscillating output, a method for simultaneous energy-value extraction is also proposed. Simulations on the network for 10-cities traveling salesman problem showed periodic sequence of the optimum solutions.
Keywords :
Hopfield neural nets; oscillations; travelling salesman problems; 10-cities traveling salesman problem; Hopfield neural network; optimum solutions; oscillatory neural unit; periodic sequence; simultaneous energy-value extraction; Control engineering; Educational institutions; Feedback circuits; Hopfield neural networks; Joining processes; Neural network hardware; Power engineering and energy; Resistors; Traveling salesman problems; Voltage;
Conference_Titel :
Neural Networks, 1993. IJCNN '93-Nagoya. Proceedings of 1993 International Joint Conference on
Print_ISBN :
0-7803-1421-2
DOI :
10.1109/IJCNN.1993.716827
