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Unsupervised connectivity-based cortex parcellation using the information bottleneck method
In this dissertation, we embody an information-theoretic framework to compress and therefore cluster anatomical connectivity data that avoids many assumptions and drawbacks imposed by previous methods.
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| Main Author: | |
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| Other Authors: | |
| Format: | Thesis |
| Language: | English |
| Published: |
Division of Biomedical Engineering
2014
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| _version_ | 1867613175504961536 |
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| access_status_str | Open Access |
| author | Gorbach, Nico Stephan |
| author2 | Douglas, Tania S |
| author_browse | Douglas, Tania S Gorbach, Nico Stephan |
| author_facet | Douglas, Tania S Gorbach, Nico Stephan |
| author_sort | Gorbach, Nico Stephan |
| collection | Thesis |
| description | In this dissertation, we embody an information-theoretic framework to compress and therefore cluster anatomical connectivity data that avoids many assumptions and drawbacks imposed by previous methods. |
| format | Thesis |
| id | oai:open.uct.ac.za:11427/10537 |
| institution | University of Cape Town (South Africa) |
| language | eng |
| last_indexed | 2026-06-10T12:31:58.458Z |
| license_str | Not specified — see source repository |
| provenance_str_mv | Harvested via OAI-PMH from UCTD — University of Cape Town Open Access Repository |
| publishDate | 2014 |
| publishDateRange | 2014 |
| publishDateSort | 2014 |
| publisher | Division of Biomedical Engineering |
| publisherStr | Division of Biomedical Engineering |
| record_format | dspace |
| source_str | UCTD — University of Cape Town Open Access Repository |
| spelling | oai:open.uct.ac.za:11427/10537 Unsupervised connectivity-based cortex parcellation using the information bottleneck method Gorbach, Nico Stephan Douglas, Tania S Tittgemeyer, Marc Biomedical Engineering In this dissertation, we embody an information-theoretic framework to compress and therefore cluster anatomical connectivity data that avoids many assumptions and drawbacks imposed by previous methods. 2014-12-30T06:45:32Z 2014-12-30T06:45:32Z 2011 Master Thesis Masters MSc http://hdl.handle.net/11427/10537 eng application/pdf Division of Biomedical Engineering Faculty of Health Sciences University of Cape Town |
| spellingShingle | Biomedical Engineering Gorbach, Nico Stephan Unsupervised connectivity-based cortex parcellation using the information bottleneck method |
| thesis_degree_str | Master's |
| title | Unsupervised connectivity-based cortex parcellation using the information bottleneck method |
| title_full | Unsupervised connectivity-based cortex parcellation using the information bottleneck method |
| title_fullStr | Unsupervised connectivity-based cortex parcellation using the information bottleneck method |
| title_full_unstemmed | Unsupervised connectivity-based cortex parcellation using the information bottleneck method |
| title_short | Unsupervised connectivity-based cortex parcellation using the information bottleneck method |
| title_sort | unsupervised connectivity based cortex parcellation using the information bottleneck method |
| topic | Biomedical Engineering |
| url | http://hdl.handle.net/11427/10537 |
| work_keys_str_mv | AT gorbachnicostephan unsupervisedconnectivitybasedcortexparcellationusingtheinformationbottleneckmethod |