Lite-CNN: a high-performance architecture to execute CNNs in low density FPGAs

Due to the computational complexity of Convolutional Neural Networks (CNNs), high performance platforms are generally considered for their execution. However, CNNs are very useful in embedded systems and its execution right next to the source of data has many advantages, like avoiding the need for d...

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Bibliographic Details
Main Author: Véstias, Mário (author)
Other Authors: Duarte, Rui (author), De Sousa, Jose (author), Cláudio de Campos Neto, Horácio (author)
Format: conferenceObject
Language:eng
Published: 2018
Subjects:
Embedded computing
Deep learning
Convolutional neural network
Field-programmable gate array
Online Access:http://hdl.handle.net/10400.21/8903
Country:Portugal
Oai:oai:repositorio.ipl.pt:10400.21/8903

Internet

http://hdl.handle.net/10400.21/8903

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