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Robustness-aware 2-bit quantization with real-time performance for neural network

Li, XB; Jiang, HX; Zhang, RH; Tian, FZ; Huang, SX; Xu, DH

Jiang, HX (corresponding author), Beihang Univ, Beijing Key Lab Digital Media, State Key Lab Virtual Real Technol & Syst, Beijing 100191, Peoples R China.

NEUROCOMPUTING, 2021; 455 (): 12

Abstract

Quantized neural networks (NN) with reduced bit precision are practical solutions to minimize computational and memory resource requirements and play ......

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