Stochastic resonance in ion channels characterized by information theory.
We identify a unifying measure for stochastic resonance (SR) in voltage dependent ion channels which comprises periodic (conventional), aperiodic, and nonstationary SR. Within a simplest setting, the gating dynamics is governed by two-state conductance fluctuations, which switch at random time points between two values. The corresponding continuous time point process is analyzed by virtue of information theory. In pursuing this goal we evaluate for our dynamics the tau information, the mutual information, and the rate of information gain. As a main result we find an analytical formula for the rate of information gain that solely involves the probability of the two channel states and their noise averaged rates. For small voltage signals it simplifies to a handy expression. Our findings are applied to study SR in a potassium channel. We find that SR occurs only when the closed state is predominantly dwelled upon. Upon increasing the probability for the open channel state the application of an extra dose of noise monotonically deteriorates the rate of information gain, i.e., no SR behavior occurs.
Goychuk
I
I
Institute of Physics, University of Augsburg, Universitätsstrasse 1, 86135 Augsburg, Germany.
Hänggi
P
P
D055592:Biophysical Phenomena; D001703:Biophysics; D019277:Entropy; D066298:In Vitro Techniques; D007257:Information Theory; D015640:Ion Channel Gating; D007473:Ion Channels / Q000378:metabolism*; D008954:Models, Biological; D015221:Potassium Channels / Q000378:metabolism; D015398:Signal Transduction; D013269:Stochastic Processes
D007473:Ion Channels; D015221:Potassium Channels