1. Repositório Aberto da Universidade do Porto
  2. FEUP - Faculdade de Engenharia
  3. FEUP - Dissertação
Please use this identifier to cite or link to this item: https://hdl.handle.net/10216/135338
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dc.creatorJoão Luís Fernandes Ferreira
dc.date.accessioned2025-11-04T22:43:44Z-
dc.date.available2025-11-04T22:43:44Z-
dc.date.issued2021-07-16
dc.date.submitted2021-08-03
dc.identifier.othersigarra:486226
dc.identifier.urihttps://hdl.handle.net/10216/135338-
dc.descriptionThis project proposes an hardware implementation of a CNN (Cellular Neural Network), a type of neural network that emphasizes locality by allowing each cell to be directly connected only to other cells in its vicinity. This reduces the complexity related to the interconnections between cells, and allows the CNN to be a very suitable architecture for hardware implementation.
dc.description.abstractThe concept of Cellular Neural Networks was proposed by Leon O. Chua and Lin Yang in 1988, and it has ever since seen only relatively modest but promising improvements. The goal of this work is to delve further into this subject, which we consider to be largely unexplored, and to try to make a positive contribution to it. We also consider that these advancements fill an important gap in the context of the recent breakthrough we have been witnessing in the field of artificial intelligence and data fusion.
dc.language.isoeng
dc.rightsopenAccess
dc.subjectEngenharia electrotécnica, electrónica e informática
dc.subjectElectrical engineering, Electronic engineering, Information engineering
dc.titleCellular Neural Networks design for sensor networks.
dc.typeDissertação
dc.contributor.uportoFaculdade de Engenharia
dc.identifier.doi10.34626/aayj-3x53
dc.identifier.tid202821226
dc.subject.fosCiências da engenharia e tecnologias::Engenharia electrotécnica, electrónica e informática
dc.subject.fosEngineering and technology::Electrical engineering, Electronic engineering, Information engineering
thesis.degree.disciplineMestrado Integrado em Engenharia Electrotécnica e de Computadores
thesis.degree.grantorFaculdade de Engenharia
thesis.degree.grantorUniversidade do Porto
thesis.degree.level1
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