Hardware architecture of a neural net based retina implant for patients suffering from retinitis pigmentosa
This work describes the architecture and planned realization of components for a retina implant which includes a sensory device for image acquisition, biologically inspired neural nets for modeling and computation of receptive field functions, and a human interface for electrostimulation of ganglion...
Gespeichert in:
| Hauptverfasser: | , , , , , |
|---|---|
| Format: | Tagungsbericht |
| Sprache: | eng |
| Schlagworte: | |
| Online-Zugang: | Volltext bestellen |
| Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
| container_end_page | 658 vol.2 |
|---|---|
| container_issue | |
| container_start_page | 653 |
| container_title | |
| container_volume | 2 |
| creator | Schwarz, M. Hosticka, B.J. Hauschild, R. Mokwa, W. Scholles, M. Trieu, H.K. |
| description | This work describes the architecture and planned realization of components for a retina implant which includes a sensory device for image acquisition, biologically inspired neural nets for modeling and computation of receptive field functions, and a human interface for electrostimulation of ganglion cells. The system will be used to generate visual sensations based on captured visual images for patients with degenerated retina functions. Special CMOS circuitry will be developed for an integrated photodetector array with preprocessing according to the requirements for biology inspired spatio-temporal signal processing. Also, the development will include a flexible silicon multielectrode structure with microelectronic action potential generation for stimulation of intact retinal ganglion cells and a wireless communication interface linking the external retina encoder hardware and the implanted stimulator hardware. |
| doi_str_mv | 10.1109/ICNN.1996.548973 |
| format | Conference Proceeding |
| fullrecord | <record><control><sourceid>ieee_6IE</sourceid><recordid>TN_cdi_ieee_primary_548973</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><ieee_id>548973</ieee_id><sourcerecordid>548973</sourcerecordid><originalsourceid>FETCH-ieee_primary_5489733</originalsourceid><addsrcrecordid>eNp9jj0LwkAQRA9E8LMXq_0DxjtjjKlF0cbKPqy6p6vJJexdEP-9Aa2d5jHMK0apidGRMTqbHzbHY2SybBUly3WWxh010Olax_HC6KSnxt4_dJtlkizStK-ee5TrC4UA5XLnQJfQtKWygOCoESxaBDijpysIBXYIXNYFugC2EqgxMLngwTfWkrC7gZWq_Koc2EPNt7I1Ko8j1bVYeBr_OFTT3fa02c-YiPJauER559_b8d_xA1nFSSE</addsrcrecordid><sourcetype>Publisher</sourcetype><iscdi>true</iscdi><recordtype>conference_proceeding</recordtype></control><display><type>conference_proceeding</type><title>Hardware architecture of a neural net based retina implant for patients suffering from retinitis pigmentosa</title><source>IEEE Electronic Library (IEL) Conference Proceedings</source><creator>Schwarz, M. ; Hosticka, B.J. ; Hauschild, R. ; Mokwa, W. ; Scholles, M. ; Trieu, H.K.</creator><creatorcontrib>Schwarz, M. ; Hosticka, B.J. ; Hauschild, R. ; Mokwa, W. ; Scholles, M. ; Trieu, H.K.</creatorcontrib><description>This work describes the architecture and planned realization of components for a retina implant which includes a sensory device for image acquisition, biologically inspired neural nets for modeling and computation of receptive field functions, and a human interface for electrostimulation of ganglion cells. The system will be used to generate visual sensations based on captured visual images for patients with degenerated retina functions. Special CMOS circuitry will be developed for an integrated photodetector array with preprocessing according to the requirements for biology inspired spatio-temporal signal processing. Also, the development will include a flexible silicon multielectrode structure with microelectronic action potential generation for stimulation of intact retinal ganglion cells and a wireless communication interface linking the external retina encoder hardware and the implanted stimulator hardware.</description><identifier>ISBN: 0780332105</identifier><identifier>ISBN: 9780780332102</identifier><identifier>DOI: 10.1109/ICNN.1996.548973</identifier><language>eng</language><publisher>IEEE</publisher><subject>Biological information theory ; Biological system modeling ; Cells (biology) ; Computational modeling ; Computer architecture ; Hardware ; Implants ; Neural networks ; Retina ; Semiconductor device modeling</subject><ispartof>Proceedings of International Conference on Neural Networks (ICNN'96), 1996, Vol.2, p.653-658 vol.2</ispartof><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/548973$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>309,310,780,784,789,790,2056,4047,4048,27923,54918</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/548973$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Schwarz, M.</creatorcontrib><creatorcontrib>Hosticka, B.J.</creatorcontrib><creatorcontrib>Hauschild, R.</creatorcontrib><creatorcontrib>Mokwa, W.</creatorcontrib><creatorcontrib>Scholles, M.</creatorcontrib><creatorcontrib>Trieu, H.K.</creatorcontrib><title>Hardware architecture of a neural net based retina implant for patients suffering from retinitis pigmentosa</title><title>Proceedings of International Conference on Neural Networks (ICNN'96)</title><addtitle>ICNN</addtitle><description>This work describes the architecture and planned realization of components for a retina implant which includes a sensory device for image acquisition, biologically inspired neural nets for modeling and computation of receptive field functions, and a human interface for electrostimulation of ganglion cells. The system will be used to generate visual sensations based on captured visual images for patients with degenerated retina functions. Special CMOS circuitry will be developed for an integrated photodetector array with preprocessing according to the requirements for biology inspired spatio-temporal signal processing. Also, the development will include a flexible silicon multielectrode structure with microelectronic action potential generation for stimulation of intact retinal ganglion cells and a wireless communication interface linking the external retina encoder hardware and the implanted stimulator hardware.</description><subject>Biological information theory</subject><subject>Biological system modeling</subject><subject>Cells (biology)</subject><subject>Computational modeling</subject><subject>Computer architecture</subject><subject>Hardware</subject><subject>Implants</subject><subject>Neural networks</subject><subject>Retina</subject><subject>Semiconductor device modeling</subject><isbn>0780332105</isbn><isbn>9780780332102</isbn><fulltext>true</fulltext><rsrctype>conference_proceeding</rsrctype><creationdate>1996</creationdate><recordtype>conference_proceeding</recordtype><sourceid>6IE</sourceid><sourceid>RIE</sourceid><recordid>eNp9jj0LwkAQRA9E8LMXq_0DxjtjjKlF0cbKPqy6p6vJJexdEP-9Aa2d5jHMK0apidGRMTqbHzbHY2SybBUly3WWxh010Olax_HC6KSnxt4_dJtlkizStK-ee5TrC4UA5XLnQJfQtKWygOCoESxaBDijpysIBXYIXNYFugC2EqgxMLngwTfWkrC7gZWq_Koc2EPNt7I1Ko8j1bVYeBr_OFTT3fa02c-YiPJauER559_b8d_xA1nFSSE</recordid><startdate>1996</startdate><enddate>1996</enddate><creator>Schwarz, M.</creator><creator>Hosticka, B.J.</creator><creator>Hauschild, R.</creator><creator>Mokwa, W.</creator><creator>Scholles, M.</creator><creator>Trieu, H.K.</creator><general>IEEE</general><scope>6IE</scope><scope>6IL</scope><scope>CBEJK</scope><scope>RIE</scope><scope>RIL</scope></search><sort><creationdate>1996</creationdate><title>Hardware architecture of a neural net based retina implant for patients suffering from retinitis pigmentosa</title><author>Schwarz, M. ; Hosticka, B.J. ; Hauschild, R. ; Mokwa, W. ; Scholles, M. ; Trieu, H.K.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-ieee_primary_5489733</frbrgroupid><rsrctype>conference_proceedings</rsrctype><prefilter>conference_proceedings</prefilter><language>eng</language><creationdate>1996</creationdate><topic>Biological information theory</topic><topic>Biological system modeling</topic><topic>Cells (biology)</topic><topic>Computational modeling</topic><topic>Computer architecture</topic><topic>Hardware</topic><topic>Implants</topic><topic>Neural networks</topic><topic>Retina</topic><topic>Semiconductor device modeling</topic><toplevel>online_resources</toplevel><creatorcontrib>Schwarz, M.</creatorcontrib><creatorcontrib>Hosticka, B.J.</creatorcontrib><creatorcontrib>Hauschild, R.</creatorcontrib><creatorcontrib>Mokwa, W.</creatorcontrib><creatorcontrib>Scholles, M.</creatorcontrib><creatorcontrib>Trieu, H.K.</creatorcontrib><collection>IEEE Electronic Library (IEL) Conference Proceedings</collection><collection>IEEE Proceedings Order Plan All Online (POP All Online) 1998-present by volume</collection><collection>IEEE Xplore All Conference Proceedings</collection><collection>IEEE Electronic Library (IEL)</collection><collection>IEEE Proceedings Order Plans (POP All) 1998-Present</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Schwarz, M.</au><au>Hosticka, B.J.</au><au>Hauschild, R.</au><au>Mokwa, W.</au><au>Scholles, M.</au><au>Trieu, H.K.</au><format>book</format><genre>proceeding</genre><ristype>CONF</ristype><atitle>Hardware architecture of a neural net based retina implant for patients suffering from retinitis pigmentosa</atitle><btitle>Proceedings of International Conference on Neural Networks (ICNN'96)</btitle><stitle>ICNN</stitle><date>1996</date><risdate>1996</risdate><volume>2</volume><spage>653</spage><epage>658 vol.2</epage><pages>653-658 vol.2</pages><isbn>0780332105</isbn><isbn>9780780332102</isbn><abstract>This work describes the architecture and planned realization of components for a retina implant which includes a sensory device for image acquisition, biologically inspired neural nets for modeling and computation of receptive field functions, and a human interface for electrostimulation of ganglion cells. The system will be used to generate visual sensations based on captured visual images for patients with degenerated retina functions. Special CMOS circuitry will be developed for an integrated photodetector array with preprocessing according to the requirements for biology inspired spatio-temporal signal processing. Also, the development will include a flexible silicon multielectrode structure with microelectronic action potential generation for stimulation of intact retinal ganglion cells and a wireless communication interface linking the external retina encoder hardware and the implanted stimulator hardware.</abstract><pub>IEEE</pub><doi>10.1109/ICNN.1996.548973</doi></addata></record> |
| fulltext | fulltext_linktorsrc |
| identifier | ISBN: 0780332105 |
| ispartof | Proceedings of International Conference on Neural Networks (ICNN'96), 1996, Vol.2, p.653-658 vol.2 |
| issn | |
| language | eng |
| recordid | cdi_ieee_primary_548973 |
| source | IEEE Electronic Library (IEL) Conference Proceedings |
| subjects | Biological information theory Biological system modeling Cells (biology) Computational modeling Computer architecture Hardware Implants Neural networks Retina Semiconductor device modeling |
| title | Hardware architecture of a neural net based retina implant for patients suffering from retinitis pigmentosa |
| url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-13T16%3A17%3A42IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-ieee_6IE&rft_val_fmt=info:ofi/fmt:kev:mtx:book&rft.genre=proceeding&rft.atitle=Hardware%20architecture%20of%20a%20neural%20net%20based%20retina%20implant%20for%20patients%20suffering%20from%20retinitis%20pigmentosa&rft.btitle=Proceedings%20of%20International%20Conference%20on%20Neural%20Networks%20(ICNN'96)&rft.au=Schwarz,%20M.&rft.date=1996&rft.volume=2&rft.spage=653&rft.epage=658%20vol.2&rft.pages=653-658%20vol.2&rft.isbn=0780332105&rft.isbn_list=9780780332102&rft_id=info:doi/10.1109/ICNN.1996.548973&rft_dat=%3Cieee_6IE%3E548973%3C/ieee_6IE%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_id=info:pmid/&rft_ieee_id=548973&rfr_iscdi=true |