Efficient Edge-AI Application Deployment for FPGAs

Efficient Edge-AI Application Deployment for FPGAs

Field Programmable Gate Array (FPGA) accelerators have been widely adopted for artificial intelligence (AI) applications on edge devices (Edge-AI) utilizing Deep Neural Networks (DNN) architectures. FPGAs have gained their reputation due to the greater energy efficiency and high parallelism than mic...

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Bibliographic Details
Main Authors: Stavros Kalapothas, Georgios Flamis, Paris Kitsos
Format: Article
Language:English
Published: MDPI AG 2022-05-01
Series:Information
Subjects:
artificial intelligence
deep learning
FPGA
PYNQ
MPSoC
DNN
Online Access:https://www.mdpi.com/2078-2489/13/6/279

Internet

https://www.mdpi.com/2078-2489/13/6/279

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