mNet2FPGA: A Design Flow for Mapping a Fixed-Point CNN to Zynq SoC FPGA

mNet2FPGA: A Design Flow for Mapping a Fixed-Point CNN to Zynq SoC FPGA

The convolutional neural networks (CNNs) are a computation and memory demanding class of deep neural networks. The field-programmable gate arrays (FPGAs) are often used to accelerate the networks deployed in embedded platforms due to the high computational complexity of CNNs. In most cases, the CNNs...

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Bibliographic Details
Main Authors: Tomyslav Sledevič, Artūras Serackis
Format: Article
Language:English
Published: MDPI AG 2020-11-01
Series:Electronics
Subjects:
convolutional neural network (CNN)
design flow
field-programmable gate array (FPGA)
hardware-software co-design
Online Access:https://www.mdpi.com/2079-9292/9/11/1823

Internet

https://www.mdpi.com/2079-9292/9/11/1823

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