TY - GEN
T1 - The precision of neuronal coding in the auditory brainstem and implications for cochlear implants
AU - Wang, H.
AU - Holmberg, M.
AU - Hemmert, W.
PY - 2009
Y1 - 2009
N2 - Cochlear implants are extremely successful devices, they provide open speech understanding for most patients, despite their limited spectral- and temporal resolution. The largest detriments in performance are in noisy conditions, the appreciation of music, perception of tonal languages and spatial hearing. As for these tasks temporal information is thought to play a crucial role, we analyzed the precision of coding by neurons in the auditory brainstem using the framework of information theory. We used our model of peripheral sound processing, which codes sound into realistic spike trains of the auditory nerve followed by Hodgkin-Huxley type neurons in the first neural processing stage, the auditory brainstem. Stellate neurons, which integrate approximately five supra-threshold inputs from auditory nerve fibers, code the spectral energy of sound. In contrast, the so-called octopus neurons, which exhibit strong onset characteristics, achieve exquisite temporal precision by coincidence detection of their innervating auditory nerve fibers. They are able to code information with a precision in the 20 μs range, which is required for spatial hearing, where octopus neurons are believed to play a key role. For both neuron types, the major portion of information is coded with a temporal precision ranging from 0.2 to 4 ms. Our results motivate novel coding strategies for cochlear implants which code temporal information with much higher fidelity. Only temporal precision in the μs-range will allow children with bilateral implants to develop the neuronal circuitry required for spatial localization based on temporal cues.
AB - Cochlear implants are extremely successful devices, they provide open speech understanding for most patients, despite their limited spectral- and temporal resolution. The largest detriments in performance are in noisy conditions, the appreciation of music, perception of tonal languages and spatial hearing. As for these tasks temporal information is thought to play a crucial role, we analyzed the precision of coding by neurons in the auditory brainstem using the framework of information theory. We used our model of peripheral sound processing, which codes sound into realistic spike trains of the auditory nerve followed by Hodgkin-Huxley type neurons in the first neural processing stage, the auditory brainstem. Stellate neurons, which integrate approximately five supra-threshold inputs from auditory nerve fibers, code the spectral energy of sound. In contrast, the so-called octopus neurons, which exhibit strong onset characteristics, achieve exquisite temporal precision by coincidence detection of their innervating auditory nerve fibers. They are able to code information with a precision in the 20 μs range, which is required for spatial hearing, where octopus neurons are believed to play a key role. For both neuron types, the major portion of information is coded with a temporal precision ranging from 0.2 to 4 ms. Our results motivate novel coding strategies for cochlear implants which code temporal information with much higher fidelity. Only temporal precision in the μs-range will allow children with bilateral implants to develop the neuronal circuitry required for spatial localization based on temporal cues.
KW - Auditory processing
KW - Cochlear implants
KW - Information theory
KW - Neural coding
UR - http://www.scopus.com/inward/record.url?scp=77950152380&partnerID=8YFLogxK
U2 - 10.1007/978-3-642-03891-4_19
DO - 10.1007/978-3-642-03891-4_19
M3 - Conference contribution
AN - SCOPUS:77950152380
SN - 9783642038907
T3 - IFMBE Proceedings
SP - 68
EP - 71
BT - World Congress on Medical Physics and Biomedical Engineering
PB - Springer Verlag
T2 - World Congress on Medical Physics and Biomedical Engineering: Biomedical Engineering for Audiology, Ophthalmology, Emergency and Dental Medicine
Y2 - 7 September 2009 through 12 September 2009
ER -