Title :
Identification of biological sources by neural networks
Author :
Zhang, Qinyu ; Cisse, Youssouf ; Nagashino, Hirofumi ; Kinouchi, Yohsuke ; Pandya, Abhijit S.
Author_Institution :
Dept. of Electr. & Electron. Eng., Tokushima Univ., Japan
Abstract :
Environmental stimulation, e.g., sound, light and temperature, may produce biological signal sources in the brain, which show autonomous activities without the stimuli. The properties of the source are identified by using BP neural networks. Auditory sources and a circadian source are identified as an example from measured data. This method may be very useful for analyzing brain functions and medical diagnoses
Keywords :
backpropagation; brain; hearing; medical signal processing; neural nets; BP neural networks; auditory sources; autonomous activities; biological signal sources; biological source identification; brain; brain functions; circadian source; environmental stimulation; medical diagnoses; neural networks; Acoustical engineering; Biological neural networks; Brain modeling; Circadian rhythm; Electroencephalography; Medical diagnosis; Neural networks; Signal generators; Signal processing; Temperature;
Conference_Titel :
Knowledge-Based Intelligent Information Engineering Systems, 1999. Third International Conference
Conference_Location :
Adelaide, SA
Print_ISBN :
0-7803-5578-4
DOI :
10.1109/KES.1999.820246
