DocumentCode :
1513778
Title :
Basilar-Membrane Responses to Broadband Noise Modeled Using Linear Filters With Rational Transfer Functions
Author :
Recio-Spinoso, Alberto ; Fan, Yun-Hui ; Ruggero, Mario A.
Author_Institution :
Leiden Univ. Med. Center, Leiden, Netherlands
Volume :
58
Issue :
5
fYear :
2011
fDate :
5/1/2011 12:00:00 AM
Firstpage :
1456
Lastpage :
1465
Abstract :
Basilar-membrane responses to white Gaussian noise were recorded using laser velocimetry at basal sites of the chinchilla cochlea with characteristic frequencies near 10 kHz and first-order Wiener kernels were computed by cross correlation of the stimuli and the responses. The presence or absence of minimum-phase behavior was explored by fitting the kernels with discrete linear filters with rational transfer functions. Excellent fits to the kernels were obtained with filters with transfer functions including zeroes located outside the unit circle, implying nonminimum-phase behavior. These filters accurately predicted basilar-membrane responses to other noise stimuli presented at the same level as the stimulus for the kernel computation. Fits with all-pole and other minimum-phase discrete filters were inferior to fits with nonminimum-phase filters. Minimum-phase functions predicted from the amplitude functions of the Wiener kernels by Hilbert transforms were different from the measured phase curves. These results, which suggest that basilar-membrane responses do not have the minimum-phase property, challenge the validity of models of cochlear processing, which incorporate minimum-phase behavior.
Keywords :
Gaussian noise; acoustic noise; ear; hearing; neurophysiology; Hilbert transforms; basal sites; basilar-membrane responses; broadband noise; chinchilla cochlea; cochlear processing; first-order Wiener kernels; laser velocimetry; minimum-phase discrete filters; noise stimuli; rational transfer functions; white Gaussian noise; Discrete transforms; Frequency; Gaussian noise; Kernel; Laser velocimetry; Noise level; Nonlinear filters; Phase measurement; Signal to noise ratio; Transfer functions; Autoregressive moving-average (ARMA) modeling; Hilbert transform; Wiener kernels; basilar membrane (BM); cochlea; minimum phase; Algorithms; Animals; Basilar Membrane; Chinchilla; Linear Models; Models, Biological; Regression Analysis; Signal Processing, Computer-Assisted;
fLanguage :
English
Journal_Title :
Biomedical Engineering, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9294
Type :
jour
DOI :
10.1109/TBME.2010.2052254
Filename :
5483155
Link To Document :
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