Title :
Context analysis by the gamma neural network
Author :
Hsu, Hui-Huang ; Fu, LiMin ; Principe, Jose C.
Author_Institution :
Dept. of Electr. Eng., Florida Univ., Gainesville, FL, USA
Abstract :
This paper presents a gammma neural network that learns temporal context through the adaptation of the depth of the maintained short-term memory. The capability of context learning by the gamma network is demonstrated in the domain of sleep staging
Keywords :
learning (artificial intelligence); pattern recognition; recurrent neural nets; temporal reasoning; context analysis; gamma neural network; short-term memory; sleep staging; temporal context; Computer networks; Context modeling; Decision making; Delay effects; Delay lines; Feedback loop; Information analysis; Input variables; Neural networks; Pattern recognition;
Conference_Titel :
Neural Networks, 1996., IEEE International Conference on
Conference_Location :
Washington, DC
Print_ISBN :
0-7803-3210-5
DOI :
10.1109/ICNN.1996.548978
