Auto-LUT: Auto Approximation of Non-Linear Operations for Neural Networks on FPGA
Author:
Affiliation:
1. Fudan University,State Key Lab of ASIC & System,Shanghai,China
Funder
National Key Research and Development Program of China
Natural Science Foundation for Distinguished Young Scholars of Jiangsu Province
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10181241/10181318/10181655.pdf?arnumber=10181655
Reference26 articles.
1. A 231-MHz, 2.18-mW 32-bit Logarithmic Arithmetic Unit for Fixed-Point 3-D Graphics System
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3. NPE: An FPGA-based Overlay Processor for Natural Language Processing
4. An Embedded Stream Processor Core Based on Logarithmic Arithmetic for a Low-Power 3-D Graphics SoC
5. A Fast Hardware Approach for Approximate, Efficient Logarithm and Antilogarithm Computations
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