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
fDate :
Aug. 28 2012-Sept. 1 2012
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;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4244-4119-8
Electronic_ISBN :
1557-170X
DOI :
10.1109/EMBC.2012.6346586