• DocumentCode
    2093567
  • Title

    Information theoretic inference of the optimal number of electrodes for future cochlear implants using a spiral cochlea model

  • Author

    Moroz, A.S. ; McDonnell, Mark D. ; Burkitt, Anthony N. ; Grayden, David B. ; Meffin, Hamish

  • Author_Institution
    Inst. for Telecommun. Res., Univ. of South Australia, Mawson Lakes, SA, Australia
  • fYear
    2012
  • fDate
    Aug. 28 2012-Sept. 1 2012
  • Firstpage
    2965
  • Lastpage
    2968
  • Abstract
    Contemporary cochlear implants stimulate the auditory nerve with an array of up to 22 electrodes. More electrodes do not typically provide improved hearing performance. Given that this limitation is primarily due to current spread, and that newly developing kinds of electrodes may enable more focused stimulation, we recently proposed an information theoretic modeling framework for estimating how many electrodes might achieve optimal hearing performance under a range of assumptions about electrodes and their placement relative to the nerve. Here, we extend this approach by introducing more realistic three-dimensional spiral geometries for the cochlea and array, and comparing the optimal number of electrodes predicted by our model for this case with that in our original model, which used a linear geometry.
  • Keywords
    biomedical electrodes; cochlear implants; information theory; neurophysiology; physiological models; 3D spiral geometries; auditory nerve stimulation; cochlear implants; focused stimulation; information theoretic inference; information theoretic modeling framework; optimal electrode number; optimal hearing performance; spiral cochlea model; Arrays; Auditory system; Cochlear implants; Electrodes; Geometry; Mutual information; Spirals; Algorithms; Cochlear Implantation; Cochlear Implants; Electric Stimulation; Electrodes, Implanted; Humans;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
  • Conference_Location
    San Diego, CA
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-4119-8
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/EMBC.2012.6346586
  • Filename
    6346586