• DocumentCode
    1749435
  • Title

    A theoretical study of information transmission in the auditory system using signal detection theory: frequency discrimination by normal and impaired systems

  • Author

    Huettel, Lisa G. ; Collins, Leslie M.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Duke Univ., Durham, NC, USA
  • Volume
    5
  • fYear
    2001
  • fDate
    2001
  • Firstpage
    3305
  • Abstract
    We have investigated the differences between normal and impaired auditory processing for a frequency discrimination task by analyzing the responses of a computational auditory model using signal detection theory. Two detectors, one using all of the information in the signal, the other using only the number of neural responses, were implemented. An evaluation of the performance differences between the two theoretical detectors and experimental data may provide insight into quantifying the type of information present in the auditory system as well as whether the human auditory system uses this information efficiently. Results support previous hypotheses that, for lowand mid-range frequencies, the auditory system is able to use temporal information to perform frequency discrimination (see Moore, B.C.J., J. Acoust. Soc. Am., vol.54, p.610-19, 1973). The results also suggest that some temporal information is represented in the neural spike train, even at high frequencies However, the ability of the auditory system to use this information deteriorates at higher frequencies
  • Keywords
    acoustic signal detection; hearing; physiological models; acoustic signals; auditory system; computational auditory model; frequency discrimination; human auditory system; impaired auditory processing; information transmission; neural responses; neural spike train; normal auditory processing; psychophysical performance; signal detection theory; temporal information; Auditory system; Computational modeling; Detectors; Frequency; Humans; Performance analysis; Predictive models; Psychology; Signal analysis; Signal detection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 2001. Proceedings. (ICASSP '01). 2001 IEEE International Conference on
  • Conference_Location
    Salt Lake City, UT
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-7041-4
  • Type

    conf

  • DOI
    10.1109/ICASSP.2001.940365
  • Filename
    940365