DocumentCode
2951231
Title
Adaptive controlled Brownian dynamics approach for permeation in bio-nanotubes
Author
Krishnamurthy, Vikram ; Chung, Shin-Ho
Author_Institution
Dept. of Electr. Eng., British Columbia Univ., Vancouver, BC, Canada
Volume
5
fYear
2005
fDate
18-23 March 2005
Abstract
Ion channels are biological nanotubes formed by large protein molecules. In this paper we address the permeation problem which deals with the propagation of individual ions in an ion channel at an Angstrom unit spatial scale and femtosecond time scale. We present an adaptive controlled Brownian dynamics simulation approach to predict the structure of an ion channel. The Brownian dynamics algorithm is coupled with a stochastic gradient algorithm to match the simulated current with experimentally determined currents.
Keywords
Brownian motion; adaptive control; biomembrane transport; gradient methods; nanotubes; proteins; simulation; stochastic programming; Angstrom unit spatial scale; adaptive controlled Brownian dynamics; bio-nanotubes; biological nanotubes; femtosecond time scale; ion channel; ion channels; ion propagation; large protein molecules; permeation; simulated current; stochastic gradient algorithm; Adaptive control; Biological system modeling; Biomembranes; Biophysics; Cells (biology); Differential equations; Nanotubes; Predictive models; Programmable control; Stochastic processes;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 2005. Proceedings. (ICASSP '05). IEEE International Conference on
ISSN
1520-6149
Print_ISBN
0-7803-8874-7
Type
conf
DOI
10.1109/ICASSP.2005.1416457
Filename
1416457
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