Additive noise can enhance temporal coding in a computational model of analogue cochlear implant stimulation

Conventional analogue multichannel cochlear implants are unlikely to convey formant information by the fine time structure of evoked discharges. Theoretically, however, the addition of noise to the channel outputs could enhance the representation of formants by time coding. In this study, the potential benefit of noise in analogue coding schemes was investigated using a computer model of cochlear implant stimulation. The cochlear nerve was modelled by the Frankenhauser-Huxley equations. For all five vowels investigated, the optimal addition of noise to the first channel of the simulated implant (200-671 Hz) caused enhancement of the first formant representation (as seen in amplitude spectra of the simulated discharges). For vowels with a low-frequency second formant, clear enhancement of the second formant resulted from the optimal addition of noise to the third channel (1200-2116 Hz). On the basis of the present computational study, additive noise would be expected to enhance the coding of temporal information by the discharges of a single nerve fiber.

[1]  Dennis Butler Fry The Physics of Speech , 1979 .

[2]  J B Millar,et al.  Speech processing for cochlear implant prostheses. , 1984, Journal of speech and hearing research.

[3]  E D Young,et al.  Effects of acoustic trauma on the representation of the vowel "eh" in cat auditory nerve fibers. , 1997, The Journal of the Acoustical Society of America.

[4]  B. Frankenhaeuser,et al.  Potassium permeability in myelinated nerve fibres of Xenopus laevis , 1962, The Journal of physiology.

[5]  P. Stypulkowski,et al.  Temporal response patterns of single auditory nerve fibers elicited by periodic electrical stimuli , 1987, Hearing Research.

[6]  D K Kessler,et al.  Clarion cochlear implant: phase I investigational results. , 1993, The American journal of otology.

[7]  F B Simmons,et al.  Electrical stimulation of the auditory nerve in man. , 1966, Archives of otolaryngology.

[8]  Francis Kuk,et al.  Evaluation of five different cochlear implant designs: Audiologic assessment and predictors of performance , 1988, The Laryngoscope.

[9]  D. Anderson,et al.  Quantitative model for the effects of stimulus frequency upon synchronization of auditory nerve discharges. , 1973, The Journal of the Acoustical Society of America.

[10]  Rainer Hartmann,et al.  Discharge patterns of cat primary auditory fibers with electrical stimulation of the cochlea , 1984, Hearing Research.

[11]  A. Paintal,et al.  The influence of diameter of medullated nerve fibres of cats on the rising and falling phases of the spike and its recovery , 1966, The Journal of physiology.

[12]  B. Frankenhaeuser,et al.  The effect of temperature on the sodium and potassium permeability changes in myelinated nerve fibres of Xenopus laevis , 1963, The Journal of physiology.

[13]  W. Dobelle,et al.  Auditory Prostheses Research with Multiple Channel Intracochlear Stimulation in Man , 1978, The Annals of otology, rhinology, and laryngology.

[14]  B. Frankenhaeuser,et al.  Quantitative description of sodium currents in myelinated nerve fibres of Xenopus laevis , 1960, The Journal of physiology.

[15]  R. Plomp,et al.  Dimensional analysis of vowel spectra , 1967 .

[16]  Riccardo Mannella,et al.  Stochastic resonance in perspective , 1995 .

[17]  Thomas T. Imhoff,et al.  Noise-enhanced information transmission in rat SA1 cutaneous mechanoreceptors via aperiodic stochastic resonance. , 1996, Journal of neurophysiology.

[18]  E. Evans Place and time coding of frequency in the peripheral auditory system: some physiological pros and cons. , 1978, Audiology : official organ of the International Society of Audiology.

[19]  Kurt Wiesenfeld,et al.  An Introduction to Stochastic Resonance a , 1993 .

[20]  N. Cohen,et al.  Cochlear Implants , 2000 .

[21]  F. Rattay,et al.  A study of the application of the Hodgkin-Huxley and the Frankenhaeuser-Huxley model for electrostimulation of the acoustic nerve , 1986, Neuroscience.

[22]  R. Plomp,et al.  Perceptual and physical space of vowel sounds. , 1969, The Journal of the Acoustical Society of America.

[23]  H. S. Gasser,et al.  Electrical Signs of Nervous Activity , 1937 .

[24]  F. Dodge,et al.  Membrane currents in isolated frog nerve fibre under voltage clamp conditions , 1958, The Journal of physiology.

[25]  B. Frankenhaeuser,et al.  Instantaneous potassium currents in myelinated nerve fibres of Xenopus laevis , 1962, The Journal of physiology.

[26]  F. Rattay,et al.  Modeling axon membranes for functional electrical stimulation , 1993, IEEE Transactions on Biomedical Engineering.

[27]  P M Seligman,et al.  Speech processing for a multiple-electrode cochlear implant hearing prosthesis. , 1980, The Journal of the Acoustical Society of America.

[28]  E D Adrian,et al.  The all‐or‐none principle in nerve , 1914, The Journal of physiology.

[29]  M. E. Muller,et al.  A Note on the Generation of Random Normal Deviates , 1958 .

[30]  J W Moore,et al.  Simulations of conduction in uniform myelinated fibers. Relative sensitivity to changes in nodal and internodal parameters. , 1978, Biophysical journal.

[31]  I. Winter,et al.  The representation of steady-state vowel sounds in the temporal discharge patterns of the guinea pig cochlear nerve and primarylike cochlear nucleus neurons. , 1986, The Journal of the Acoustical Society of America.

[32]  F. Dodge,et al.  Sodium currents in the myelinated nerve fibre of Xenopus laevis investigated with the voltage clamp technique , 1959, The Journal of physiology.

[33]  André Longtin,et al.  Stochastic resonance in models of neuronal ensembles , 1997 .

[34]  B. Delgutte,et al.  Speech coding in the auditory nerve: I. Vowel-like sounds. , 1984, The Journal of the Acoustical Society of America.

[35]  Benjamin H. Landing,et al.  Lymphomatoid Granulomatosis in a Child with Acute Lymphatic Leukemia in Remission , 1978, The Annals of otology, rhinology & laryngology. Supplement.

[36]  P D Lawrence,et al.  NEURAL ENCODING OF ELECTRICAL SIGNALS a , 1983, Annals of the New York Academy of Sciences.

[37]  Edwin C. Moxon,et al.  Physiological Considerations in Artificial Stimulation of the Inner Ear , 1972, The Annals of otology, rhinology, and laryngology.

[38]  H. S. Gasser,et al.  AXON DIAMETERS IN RELATION TO THE SPIKE DIMENSIONS AND THE CONDUCTION VELOCITY IN MAMMALIAN A FIBERS , 1939 .

[39]  Adi R. Bulsara,et al.  Tuning in to Noise , 1996 .

[40]  A. Huxley,et al.  The action potential in the myelinated nerve fibre of Xenopus laevis as computed on the basis of voltage clamp data , 1964, The Journal of physiology.

[41]  H. S. Gasser,et al.  THE RÔLE PLAYED BY THE SIZES OF THE CONSTITUENT FIBERS OF A NERVE TRUNK IN DETERMINING THE FORM OF ITS ACTION POTENTIAL WAVE , 1927 .

[42]  Ben M. Clopton,et al.  Unit responses at cochlear nucleus to electrical stimulation through a cochlear prosthesis , 1984, Hearing Research.

[43]  A. Liberman,et al.  An Experimental Study of the Acoustic Determinants of Vowel Color; Observations on One- and Two-Formant Vowels Synthesized from Spectrographic Patterns , 1952 .

[44]  L. Goldman,et al.  Computation of impulse conduction in myelinated fibers; theoretical basis of the velocity-diameter relation. , 1968, Biophysical journal.

[45]  Brian C. J. Moore,et al.  Voice pitch as an aid to lipreading , 1981, Nature.

[46]  W M Hartmann,et al.  Pitch, periodicity, and auditory organization. , 1996, The Journal of the Acoustical Society of America.

[47]  B. Frankenhaeuser,et al.  The specificity of the initial current in myelinated nerve fibres of Xenopus laevis. Voltage clamp experiments , 1963, The Journal of physiology.

[48]  R. Hartmann,et al.  Discharge pattern in the auditory nerve evoked by vowel stimuli: A comparison between acoustical and electrical stimulation , 1994, Hearing Research.

[49]  R S Tyler,et al.  Synthetic two-formant vowel perception by some of the better cochlear-implant patients. , 1989, Audiology : official organ of the International Society of Audiology.

[50]  Kurt Wiesenfeld,et al.  Stochastic resonance and the benefits of noise: from ice ages to crayfish and SQUIDs , 1995, Nature.

[51]  K N Stevens ACOUSTIC PROPERTIES USED FOR THE IDENTIFICATION OF SPEECH SOUNDS a , 1983, Annals of the New York Academy of Sciences.

[52]  G. E. Peterson,et al.  Duration of Syllable Nuclei in English , 1960 .

[53]  E. Evans,et al.  Enhancement of vowel coding for cochlear implants by addition of noise , 1996, Nature Medicine.

[54]  J L Parkin,et al.  Multichannel (Ineraid®) cochlear implant update , 1993, The Laryngoscope.

[55]  P. Lawrence,et al.  Electrocutaneous Nerve Stimulation-I: Model and Experiment , 1978, IEEE Transactions on Biomedical Engineering.

[56]  H. Spoendlin,et al.  Analysis of the human auditory nerve , 1989, Hearing Research.

[57]  M. Sachs,et al.  Representation of steady-state vowels in the temporal aspects of the discharge patterns of populations of auditory-nerve fibers. , 1979, The Journal of the Acoustical Society of America.

[58]  David Hood,et al.  A Simple Introduction to Numerical Analysis , 1989 .

[59]  B. Frankenhaeuser,et al.  Delayed currents in myelinated nerve fibres of Xenopus laevis investigated with voltage clamp technique , 1962, The Journal of physiology.

[60]  R. S. Smith,et al.  Conduction velocity in myelinated nerve fibres of Xenopus laevis , 1970, The Journal of physiology.

[61]  J. Goldberg,et al.  Response of binaural neurons of dog superior olivary complex to dichotic tonal stimuli: some physiological mechanisms of sound localization. , 1969, Journal of neurophysiology.

[62]  Dennis H. Klatt,et al.  Software for a cascade/parallel formant synthesizer , 1980 .

[63]  Carson C. Chow,et al.  Stochastic resonance without tuning , 1995, Nature.

[64]  B. Frankenhaeuser,et al.  Steady state inactivation of sodium permeability in myelinated nerve fibres of Xenopus laevis , 1959, The Journal of physiology.

[65]  John P. Miller,et al.  Broadband neural encoding in the cricket cereal sensory system enhanced by stochastic resonance , 1996, Nature.

[66]  Frank Moss,et al.  Noise enhancement of information transfer in crayfish mechanoreceptors by stochastic resonance , 1993, Nature.

[67]  R. Shannon Multichannel electrical stimulation of the auditory nerve in man. I. Basic psychophysics , 1983, Hearing Research.

[68]  H Bostock,et al.  The strength‐duration relationship for excitation of myelinated nerve: computed dependence on membrane parameters. , 1983, The Journal of physiology.

[69]  B. Frankenhaeuser,et al.  Inactivation of the sodium‐carrying mechanism in myelinated nerve fibres of Xenopus laevis , 1963, The Journal of physiology.

[70]  Robert P. Morse Studies of temporal coding for analogue cochlear implants using animal and computational models : benefits of noise. , 1997 .

[71]  Charles W. Parkins,et al.  A model of electrical excitation of the mammalian auditory-nerve neuron , 1987, Hearing Research.