NICE: Noise Injection and Clamping Estimation for Neural Network Quantization

NICE: Noise Injection and Clamping Estimation for Neural Network Quantization

Convolutional Neural Networks (CNNs) are very popular in many fields including computer vision, speech recognition, natural language processing, etc. Though deep learning leads to groundbreaking performance in those domains, the networks used are very computationally demanding and are far from being...

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Bibliographic Details
Main Authors: Chaim Baskin, Evgenii Zheltonozhkii, Tal Rozen, Natan Liss, Yoav Chai, Eli Schwartz, Raja Giryes, Alexander M. Bronstein, Avi Mendelson
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:Mathematics
Subjects:
neural networks
low power
quantization
CNN architecture
Online Access:https://www.mdpi.com/2227-7390/9/17/2144

Internet

https://www.mdpi.com/2227-7390/9/17/2144

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