dc.creator | Roska, Tamás | es |
dc.creator | Rodríguez Vázquez, Ángel Benito | es |
dc.date.accessioned | 2019-10-10T14:44:11Z | |
dc.date.available | 2019-10-10T14:44:11Z | |
dc.date.issued | 2000 | |
dc.identifier.citation | Roska, T. y Rodríguez Vázquez, Á.B. (2000). Review of CMOS implementations of the CNN universal machine-type visual microprocessors. En 2000 IEEE International Symposium on Circuits and Systems (ISCAS) (11- 120-11- 123), Ginebra, Suiza: Institute of Electrical and Electronics Engineers. | |
dc.identifier.isbn | 0-7803-5482-6 | es |
dc.identifier.uri | https://hdl.handle.net/11441/89595 | |
dc.description.abstract | While in most application areas digital processors can solve problems initially, in some fields their capabilities are very limited. A typical example is vision. Simple animals outperform super-computers in the realization of basic vision tasks. In order to overcome the limitations of these conventional systems, a fundamentally different array architecture is needed. This architecture is based on the new paradigm of analogic cellular (CNN) computing whose most advanced implementation is the so-called CNN universal machine (CNN-UM). Its main components are: a) parallel architecture consisting of an array of locally-connected analog processors; b) a means of storing, locally, pixel-by-pixel, the intermediate computation results, and c) stored on-chip programmability. When implemented as a mixed-signal VLSI chip, the CNN-UM is capable of image processing at rates of trillions of operations per second with very small size and low power consumption. On the other hand, when integrating the adaptive multi-sensor array in the CNN-UM, the resulting sensor+computer array offers unprecedented capabilities. This paper reviews the latest results on CMN-UM chips and systems, and outlines the envisaged roadmap for these computers. | es |
dc.description.sponsorship | European Union IST-1999-19007 | es |
dc.description.sponsorship | Comisión Interministerial de Ciencia y Tecnología TIC99-0826 | es |
dc.format | application/pdf | es |
dc.language.iso | eng | es |
dc.publisher | Institute of Electrical and Electronics Engineers | es |
dc.relation.ispartof | 2000 IEEE International Symposium on Circuits and Systems (ISCAS) (2000), p 11- 120-11- 123 | |
dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 Internacional | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | * |
dc.title | Review of CMOS implementations of the CNN universal machine-type visual microprocessors | es |
dc.type | info:eu-repo/semantics/conferenceObject | es |
dcterms.identifier | https://ror.org/03yxnpp24 | |
dc.type.version | info:eu-repo/semantics/acceptedVersion | es |
dc.rights.accessRights | info:eu-repo/semantics/openAccess | es |
dc.contributor.affiliation | Universidad de Sevilla. Departamento de Electrónica y Electromagnetismo | es |
dc.relation.projectID | IST-1999-19007 | es |
dc.relation.projectID | TIC99-0826 | es |
dc.relation.publisherversion | https://doi.org/10.1109/ISCAS.2000.856273 | es |
dc.identifier.doi | 10.1109/ISCAS.2000.856273 | es |
idus.format.extent | 4 p. | es |
dc.publication.initialPage | 11- 120 | es |
dc.publication.endPage | 11- 123 | es |
dc.eventtitle | 2000 IEEE International Symposium on Circuits and Systems (ISCAS) | es |
dc.eventinstitution | Ginebra, Suiza | es |
dc.identifier.sisius | 5402124 | es |