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High-Performance FPGA-Based CNN Accelerator With Block-Floating-Point Arithmetic

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Year: 2019
Type: article
Source: IEEE Transactions on Very Large Scale Integration (VLSI) Systems
DOI: 10.1109/tvlsi.2019.2913958
Authors: Xiaocong Lian, Zhenyu Liu, Zhourui Song, Jiwu Dai, Wei Zhou, Xiangyang Ji
Institutions: Tsinghua University, Beijing University of Posts and Telecommunications, Northwestern Polytechnical University
Language: English

Topic: Advanced Neural Network Applications
Subfield: Computer Vision and Pattern Recognition
Field: Computer Science
Domain: Physical Sciences

Open Access status: closed

Funder: National Natural Science Foundation of China
Awards: G1295000622, G1449094659, G4779183083, G6061191929
OpenAlex ID: W2946355854
FWCI: 10.97
Cites: 34
Cited by: 161
Related to: 10
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