Title :
Back-propagation networks for event-driven temporal sequence processing
Author :
Shimohara, Katsunori ; Uchiyama, Tadasu ; Tokunaga, Yukio
Author_Institution :
Human Interface Lab., NTT, Kanagawa, Japan
Abstract :
Back-propagation networks with feedback mechanisms are studied for event-driven temporal sequence processing. Three types of feedback mechanisms are introduced into a three-layer back-propagation network. These mechanisms are then applied to three temporal sequence processing types that differ in their way of processing: permutation, combination, and integration. The applicability of the back-propagation networks with feedback mechanisms is shown through simulations.<>
Keywords :
neural nets; combination; event-driven temporal sequence processing; feedback mechanisms; integration; neural nets; permutation; three-layer back-propagation network; Neural networks;
Conference_Titel :
Neural Networks, 1988., IEEE International Conference on
Conference_Location :
San Diego, CA, USA
DOI :
10.1109/ICNN.1988.23904
