Frequency sensitivity in Hodgkin-Huxley systems

Citation
Yg. Yu et al., Frequency sensitivity in Hodgkin-Huxley systems, BIOL CYBERN, 84(3), 2001, pp. 227-235
Citations number
28
Categorie Soggetti
Neurosciences & Behavoir
Journal title
BIOLOGICAL CYBERNETICS
ISSN journal
03401200 → ACNP
Volume
84
Issue
3
Year of publication
2001
Pages
227 - 235
Database
ISI
SICI code
0340-1200(200103)84:3<227:FSIHS>2.0.ZU;2-2
Abstract
The frequency sensitivity of weak periodic signal detection has been studie d via numerical simulations for both a single neuron and a neuronal network . The dependence of the critical amplitude of the signal upon its frequency and a resonance between the intrinsic oscillations of a neuron and the sig nal could account for the frequency sensitivity. In the presence of both a subthreshold periodic signal and noise, the signal-to-noise ratio (SNR) of the output of either a single neuron or a neuronal network present the typi cal characteristics of stochastic resonance. In particular, there exists a frequency-sensitive range of 30-100 Hz, and for signals with frequencies wi thin this range the SNRs have large values. This implies that the system un der consideration (a single neuron or a neuronal network) is more sensitive to the detection of periodic signals, and the frequency sensitivity may be of a functional significant to signal processing.