dc.creator | Domínguez Matas, Carlos | es |
dc.creator | Carmona Galán, Ricardo | es |
dc.creator | Sánchez Fernández, Francisco J. | es |
dc.creator | Rodríguez Vázquez, Ángel Benito | es |
dc.date.accessioned | 2019-10-22T14:23:49Z | |
dc.date.available | 2019-10-22T14:23:49Z | |
dc.date.issued | 2006 | |
dc.identifier.citation | Domínguez Matas, C., Carmona Galán, R., Sánchez Fernández, F.J. y Rodríguez Vázquez, Á.B. (2006). 3-Layer CNN Chip for Focal-Plane Complex Dynamics with Adaptive Image Capture. En 10th International Workshop on Cellular Neural Networks and Their Applications Estambul, Turquía: Institute of Electrical and Electronics Engineers. | |
dc.identifier.isbn | 1-4244-0639-0 | es |
dc.identifier.issn | 2165-0144 | es |
dc.identifier.issn | 2165-0152 | es |
dc.identifier.uri | https://hdl.handle.net/11441/89811 | |
dc.description.abstract | This paper presents a CMOS implementation of a layered CNN concurrent with 32times32 photosensors with locally programmable integration time for adaptive image capture. The network is arranged in two layers containing feedback and control templates, inter-layer connections and programmable ratio of time constants. There are also feedforward connections to a third layer, which is faster, and devoted exclusively for combining the outputs of the other two. A more robust and linear multiplier block has been employed to reduce irregular analog wave propagation ought to asymmetric synapses. Global and local adaptation circuits are included on-chip. The predicted computing power per power consumption, 240MOPS/mW, is amongst the largest reported, what renders this kind of devices as especially adequate for portable applications of artificial vision | es |
dc.description.sponsorship | Ministerio de Ciencia y Tecnología TIC2003-09817-C02-01 | es |
dc.description.sponsorship | Office of Naval (USA) N-00014-02-1-0884 | es |
dc.format | application/pdf | es |
dc.language.iso | eng | es |
dc.publisher | Institute of Electrical and Electronics Engineers | es |
dc.relation.ispartof | 10th International Workshop on Cellular Neural Networks and Their Applications (2006), | |
dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 Internacional | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | * |
dc.subject | Vision chips | es |
dc.subject | CNN | es |
dc.subject | Parallel processing | es |
dc.title | 3-Layer CNN Chip for Focal-Plane Complex Dynamics with Adaptive Image Capture | 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 | TIC2003-09817-C02-01 | es |
dc.relation.projectID | N-00014-02-1-0884 | es |
dc.relation.publisherversion | https://doi.org/10.1109/CNNA.2006.341656 | es |
dc.identifier.doi | 10.1109/CNNA.2006.341656 | es |
idus.format.extent | 6 p. | es |
dc.eventtitle | 10th International Workshop on Cellular Neural Networks and Their Applications | es |
dc.eventinstitution | Estambul, Turquía | es |
dc.identifier.sisius | 5506247 | es |