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

fYear

1999

fDate

36495

Firstpage

550

Lastpage

552

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;

fLanguage

English

Publisher

ieee

Conference_Titel

Knowledge-Based Intelligent Information Engineering Systems, 1999. Third International Conference

Conference_Location

Adelaide, SA

Print_ISBN

0-7803-5578-4

Type

conf

DOI

10.1109/KES.1999.820246

Filename

820246

Link To Document

https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=351165