• DocumentCode
    2329625
  • Title

    Auditory Information Coding by Cochlear Nucleus Onset Neurons

  • Author

    Wang, Huan ; Holmberg, Marcus ; Hemmert, Werner

  • Author_Institution
    Infineon Technol. Inc., Munich
  • Volume
    5
  • fYear
    2006
  • fDate
    14-19 May 2006
  • Abstract
    In this paper we use information theory to quantify the information in the output spike trains of modeled cochlear nucleus onset neurons. Onset neurons are known for their precise temporal processing, and they code the periodicity of voiced speech with high fidelity. We conclude that the maximum information transmission rate for a single neuron is close to 1000 bits/s, which corresponds to 3.26 bits/spike. For quasi-periodic signals like voiced speech, the transmitted information saturates with word duration, with 90% of the information being transmitted within 73 ms. Information theory also shows that the maximum temporal resolution of onset neurons is approximately 0.1 ms
  • Keywords
    ear; neural nets; speech coding; auditory information coding; cochlear nucleus onset neurons; information theory; quasi-periodic signals; temporal processing; voiced speech; Auditory system; Brain modeling; Character generation; Ear; Frequency; Information theory; Neurons; Psychoacoustic models; Signal resolution; Speech coding;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing, 2006. ICASSP 2006 Proceedings. 2006 IEEE International Conference on
  • Conference_Location
    Toulouse
  • ISSN
    1520-6149
  • Print_ISBN
    1-4244-0469-X
  • Type

    conf

  • DOI
    10.1109/ICASSP.2006.1661229
  • Filename
    1661229