A Novel Technique to Support Deep Learning Applications in a Model-Based Embedded Software Design Methodology

Author:

Kim Jangryul1ORCID,Son Jaewoo1,Ha Soonhoi1ORCID

Affiliation:

1. Department of Computer Engineering, Seoul National University, Seoul, Gwanak-gu, South Korea

Funder

Samsung Electronics Company Ltd

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Engineering,General Materials Science,General Computer Science,Electrical and Electronic Engineering

Reference39 articles.

1. Combining Task- and Data-Level Parallelism for High-Throughput CNN Inference on Embedded CPUs-GPUs MPSoCs

2. YOLOv3: An incremental improvement;redmon;arXiv 1804 02767,2018

3. Hierarchical Dataflow Modeling of Iterative Applications

4. YOLOv4: Optimal speed and accuracy of object detection;bochkovskiy;arXiv 2004 10934,2020

5. A guide to the theory of NP-completeness;garey;Computers and Intractability,1990

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