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Resources and Power Efficient FPGA Accelerators for Real-Time Image Classification

A plethora of image and video-related applications involve complex processes that impose the need for hardware accelerators to achieve real-time performance. Among these, notable applications include the Machine Learning (ML) tasks using Convolutional Neural Networks (CNNs) that detect objects in im...

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Detalles Bibliográficos
Autores principales: Kyriakos, Angelos, Papatheofanous, Elissaios-Alexios, Bezaitis, Charalampos, Reisis, Dionysios
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9032259/
https://www.ncbi.nlm.nih.gov/pubmed/35448240
http://dx.doi.org/10.3390/jimaging8040114