Works (8)
Updated: July 5th, 2023 16:04
2010 journal article
Examining the auditory nerve fiber response to high rate cochlear implant stimulation: Chronic sensorineural hearing loss and facilitation
Journal of Neurophysiology, 104(6), 3124–3135.
Source: NC State University Libraries
Added: August 6, 2018
2007 journal article
Deafness alters auditory nerve fibre responses to cochlear implant stimulation
EUROPEAN JOURNAL OF NEUROSCIENCE, 26(2), 510–522.
author keywords: electrical stimulation; guinea pig; hearing loss; neurodegeneration; spiral ganglion
MeSH headings : Acoustic Stimulation; Animals; Auditory Threshold / physiology; Axons / physiology; Cochlear Implants; Cochlear Nerve / physiopathology; Deafness / physiopathology; Electric Stimulation; Electrophysiology; Evoked Potentials, Auditory, Brain Stem / physiology; Female; Guinea Pigs; Male; Nerve Fibers / physiology; Neurons / physiology; Spiral Ganglion / cytology; Spiral Ganglion / physiology
TL;DR:
The results suggest that changes in the function of individual auditory nerve fibres after deafness may affect clinical responses during high‐rate stimulation such as that used in contemporary speech processing strategies, but not during lower rate stimulation suchAs that used to record evoked potentials.
(via Semantic Scholar)
open access via europepmc.org (repository)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: August 6, 2018
2000 journal article
Renewal-process approximation of a stochastic threshold model for electrical neural stimulation
JOURNAL OF COMPUTATIONAL NEUROSCIENCE, 9(2), 119–132.
author keywords: functional electrical stimulation; stochastic model; renewal process; refractory effects; auditory nerve
MeSH headings : Action Potentials / physiology; Cochlear Implants / standards; Cochlear Nerve / cytology; Cochlear Nerve / physiology; Electric Stimulation / methods; Models, Neurological; Monte Carlo Method; Stochastic Processes
TL;DR:
An analytical approximation is derived for the single-pulse model, which is then extended to describe the pulse-train model in the case of evenly timed, uniform pulses, which provides an accurate and computationally efficient model of electrical stimulation of single auditory nerve fibers by a cochlear implant that may be extended to other forms of electrical neural stimulation.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: August 6, 2018
2000 journal article
Using an artificial neural network to detect activations during ventricular fibrillation
COMPUTERS AND BIOMEDICAL RESEARCH, 33(1), 43–58.
MeSH headings : Diagnosis, Computer-Assisted; Electrocardiography / statistics & numerical data; Electrophysiology; Humans; Neural Networks, Computer; Sensitivity and Specificity; Ventricular Fibrillation / diagnosis; Ventricular Fibrillation / physiopathology
TL;DR:
Staged training, a new method that uses different sets of training examples in different stages, was used to improve the ability of the artificial neural networks to detect activation and they were able to correctly classify more than 92% of new test examples.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science; OpenAlex)
Source: Web Of Science
Added: August 6, 2018
1999 journal article
A stochastic model of the electrically stimulated auditory nerve: Pulse-train response
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 46(6), 630–637.
author keywords: auditory nerve; cochlear implant; functional electrical stimulation; pulse-train response; population response; refractory effect; renewal process; sensory prosthesis; stochastic model
MeSH headings : Analysis of Variance; Animals; Auditory Threshold; Cats; Electric Stimulation; Least-Squares Analysis; Models, Neurological; Predictive Value of Tests; Refractory Period, Electrophysiological / physiology; Reproducibility of Results; Sensitivity and Specificity; Stochastic Processes; Vestibulocochlear Nerve / physiology
TL;DR:
The single-pulse model of the companion paper is extended to describe responses to pulse trains by introducing a phenomenological refractory mechanism and it is shown that both the shape and slope of mean discharge rate curves are better predicted by the stochastic model than by the deterministic model.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: August 6, 2018
1999 journal article
A stochastic model of the electrically stimulated auditory nerve: Single-pulse response
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 46(6), 617–629.
author keywords: auditory nerve; cochlear implant; functional electrical stimulation; population response; sensory prosthesis; single-pulse response; stochastic threshold model
MeSH headings : Action Potentials; Animals; Auditory Threshold; Cats; Electric Stimulation; Electrodes; Linear Models; Models, Neurological; Nerve Fibers / physiology; Predictive Value of Tests; Reproducibility of Results; Stochastic Processes; Vestibulocochlear Nerve / physiology
TL;DR:
A simple and computationally efficient stochastic model of single-fiber response to single biphasic electrical pulses is presented, based on a deterministic threshold model of action potential generation.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: August 6, 2018
1999 journal article
The effects of stochastic neural activity in a model predicting intensity perception with cochlear implants: Low-rate stimulation
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 46(12), 1393–1404.
author keywords: auditory nerve; cochlear implant; dynamic range; functional electrical stimulation; intensity difference limen (IDL); psychophysics; stochastic model; threshold; uncomfortable loudness
MeSH headings : Cochlear Implants; Cochlear Nerve / physiology; Humans; Models, Biological; Models, Theoretical; Monte Carlo Method; Psychophysiology; Stochastic Processes
TL;DR:
For all psychophysical measures investigated, the inclusion of stochastic activity in the auditory nerve model was found to produce more accurate predictions.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: August 6, 2018
1997 journal article
Autonomous mobile robot global self-localization using Kohonen and region-feature neural networks
JOURNAL OF ROBOTIC SYSTEMS, 14(4), 263–282.
UN Sustainable Development Goal Categories
11. Sustainable Cities and Communities
(Web of Science)
Source: Web Of Science
Added: August 6, 2018
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