DocumentCode
333663
Title
A simulation model and its identification for transmission mechanism of pain information
Author
Jiang, Guo-tai ; Chen, Jian
Author_Institution
Coll. of Life Sci. & Med. Eng., Tongii Univ., Shanghai, China
Volume
4
fYear
1998
fDate
29 Oct-1 Nov 1998
Firstpage
2095
Abstract
Pain information can hardly be measured objectively outside. To investigate the mechanism of pain transmission, a simulation model describing the transmission mechanism of pain information conveyed to pain center from sensory nerve endings via transmission neurons is provided in this paper. The conducted pain information demodulated from a series of impulses was utilized in this model where cell units with characteristics of chaos constituted the neural network. Then, the simulation network was trained by applying the two-step algorithm of parameter identification, and consequently the information of pain point and pain grade was the output
Keywords
backpropagation; chaos; neural nets; neurophysiology; parameter estimation; physiological models; analgesic mechanism; backpropagation; chaos characteristic; identification; impulse series; nerve pulse demodulation; neural network; pain grade; pain information; pain point; sensory nerve endings; simulation model; transmission mechanism; transmission neurons; two-step algorithm; Brain modeling; Chaos; Computer simulation; Context modeling; Medical simulation; Nerve endings; Neurons; Pain; Pulse measurements; Pulse modulation;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 1998. Proceedings of the 20th Annual International Conference of the IEEE
Conference_Location
Hong Kong
ISSN
1094-687X
Print_ISBN
0-7803-5164-9
Type
conf
DOI
10.1109/IEMBS.1998.747020
Filename
747020
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