Title :
Generalized entropy in single ion channel current analysis
Author :
Rauch, Giuseppe ; Bertolini, Simona ; Sacile, Roberto ; Giacomini, Mauro ; Ruggiero, Carmelina
Author_Institution :
Biophys. Inst., Nat. Res. Council, Genoa, Italy
Abstract :
A method to classify single ion channel is presented. The classes are built up by the K-means method and a generalized entropy based classifier is herein presented.
Keywords :
bioelectric phenomena; biomembrane transport; entropy; K-means method; cell surface; entropy based classifier; generalized entropy; ionic currents; single ion channel current analysis; Bayesian methods; Biophysics; Boundary conditions; Entropy; Lipidomics; Machine learning; Mutual information; Nanotechnology Council; Probability; Proteins; Generalized Entropy; Ion channel; K-means method;
Conference_Titel :
Nanotechnology, 2009. IEEE-NANO 2009. 9th IEEE Conference on
Conference_Location :
Genoa
Print_ISBN :
978-1-4244-4832-6
Electronic_ISBN :
1944-9399
