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02/12/2021
Low precision logarithmic number systems: Beyond base-2
Logarithmic number systems (LNS) are used to represent real numbers in m...
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02/05/2021
Metric Embedding Sub-discrimination Study
Deep metric learning is a technique used in a variety of discriminative ...
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07/11/2020
HOBFLOPS CNNs: Hardware Optimized Bitsliced Floating-Point Operations Convolutional Neural Networks
Convolutional neural network (CNN) inference is commonly performed with ...
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01/30/2018
Low Complexity Multiply-Accumulate Units for Convolutional Neural Networks with Weight-Sharing
Convolutional neural networks (CNNs) are one of the most successful mach...
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08/30/2016
