Full Text Available
Note: Clicking the button above will open the full text document at the original institutional repository in a new window.
Considerations in the practical implementation of a travelling wave cochlear implant processor
Dissertation (MEng)--University of Pretoria, 2012.
Saved in:
| Other Authors: | |
|---|---|
| Format: | Thesis |
| Published: |
University of Pretoria
2013
|
| Subjects: | |
| Tags: |
No Tags, Be the first to tag this record!
|
| _version_ | 1867613663499649024 |
|---|---|
| access_status_str | Open Access |
| author2 | Hanekom, J.J. (Johannes Jurgens) |
| author_browse | Hanekom, J.J. (Johannes Jurgens) |
| author_facet | Hanekom, J.J. (Johannes Jurgens) |
| collection | Thesis |
| dc_rights_str_mv | © 2012, University of Pretoria. All rights reserved. The copyright in this work vests in the University of Pretoria. No part of this work may be reproduced or transmitted in any form or by any means, without the prior written permission of the University of Pretoria. E12/4/407/ |
| description | Dissertation (MEng)--University of Pretoria, 2012. |
| format | Thesis |
| id | oai:repository.up.ac.za:2263/31143 |
| institution | University of Pretoria (South Africa) |
| last_indexed | 2026-06-10T12:39:43.676Z |
| license_str | Other — see source repository |
| provenance_str_mv | Harvested via OAI-PMH from UPSpace — University of Pretoria Institutional Repository |
| publishDate | 2013 |
| publishDateRange | 2013 |
| publishDateSort | 2013 |
| publisher | University of Pretoria |
| publisherStr | University of Pretoria |
| record_format | dspace |
| source_str | UPSpace — University of Pretoria Institutional Repository |
| spelling | oai:repository.up.ac.za:2263/31143 Considerations in the practical implementation of a travelling wave cochlear implant processor Hanekom, J.J. (Johannes Jurgens) Du Preez, Christiaan Cronje UCTD Cochlear implants Neural spike train patterns Processing strategy Stimulation rate Dissertation (MEng)--University of Pretoria, 2012. Speech processing in the human cochlea introduces travelling waves on the basilar membrane. These travelling waves have largely been ignored in most processing strategies. This study implements a hydrodynamical model in a speech processing strategy in order to investigate the neural spike train patterns for a travelling wave processing strategy. In cochlear implants a trade-off remains between the simulation rate and the number of electrode channels. This trade-off was investigated in the proposed travelling wave strategy. Taking into consideration existing current spread and electrical stimulation models, predicted neural spike train responses have shown that stimulating fewer channels (six and four) at stimulation rates of 2 400 pps and 3 600 pps gives better approximations of predicted normal hearing responses for input frequencies of 200 Hz, 600 Hz and 1 kHz, compared to stimulating more channels at lower channel stimulation rates. The predicted neural spike train patterns suggest that these resulting neural patterns might contain both spatial and temporal information that could be extracted by the auditory system. For a frequency of 4 kHz the predicted neural patterns for a channel-number stimulation-rate configuration of 2 - 7 200 pps suggested that although there is no travelling wave delay information, the predicted neural patterns still contain temporal information. The predicted ISI histograms show peaks at the input tone period and multiples thereof, with clusters of spikes evident around the tone period in the predicted spatio-temporal neural spike train patterns. Similar peaks at the tone period were observed for calculated ISI histograms for predicted normal hearing neural patterns and measured neural responses. The predicted spatio-temporal neural patterns for the input frequency of 200 Hz show the travelling wave delay with clusters of spikes at the tone period. This travelling wave delay can also be seen from predicted normal hearing neural responses. The current spread, however, shows a significant distortion effect around the characteristic frequency place where the travelling wave delay increases rapidly. Spacing electrodes more closely results in an increase in this distortion, with the nerve fibre threshold decreasing in adjacent populations of nerve fibres, increasing the probability of firing. The current spread showed a more limited distortion effect on travelling wave delays when electrodes were spaced across the cochlea, at an electrode spacing of 6.08 mm. ISI histogram results also showed increased peaks around the tone period and multiples thereof. These predicted neural spike train patterns suggest that travelling waves in processing strategies, although mostly ignored, might provide the auditory system with both the spatial and temporal information needed for better pitch perception. Electrical, Electronic and Computer Engineering MEng Unrestricted 2013-09-09T12:06:47Z 2012-08-14 2013-09-09T12:06:47Z 2012-04-23 2012-08-14 2012-08-10 Dissertation Du Preez, CC 2012, Considerations in the practical implementation of a travelling wave cochlear implant processor, MEng Dissertation, University of Pretoria, Pretoria, viewed yymmdd <http://hdl.handle.net/2263/31143> E12/4/407/gm http://hdl.handle.net/2263/31143 http://upetd.up.ac.za/thesis/available/etd-08102012-113610/ © 2012, University of Pretoria. All rights reserved. The copyright in this work vests in the University of Pretoria. No part of this work may be reproduced or transmitted in any form or by any means, without the prior written permission of the University of Pretoria. E12/4/407/ application/pdf University of Pretoria |
| spellingShingle | UCTD Cochlear implants Neural spike train patterns Processing strategy Stimulation rate Considerations in the practical implementation of a travelling wave cochlear implant processor |
| title | Considerations in the practical implementation of a travelling wave cochlear implant processor |
| title_full | Considerations in the practical implementation of a travelling wave cochlear implant processor |
| title_fullStr | Considerations in the practical implementation of a travelling wave cochlear implant processor |
| title_full_unstemmed | Considerations in the practical implementation of a travelling wave cochlear implant processor |
| title_short | Considerations in the practical implementation of a travelling wave cochlear implant processor |
| title_sort | considerations in the practical implementation of a travelling wave cochlear implant processor |
| topic | UCTD Cochlear implants Neural spike train patterns Processing strategy Stimulation rate |
| url | http://hdl.handle.net/2263/31143 http://upetd.up.ac.za/thesis/available/etd-08102012-113610/ |