APPROXIMATE COMPUTING AND DATA REUSE ARCHITECTURES FOR AI EDGE DEVICES
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United States of America Patent
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Issued Date -
Nov 16, 2023
app pub date -
Oct 5, 2021
filing date -
Oct 5, 2021
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Abstract
A method can be used to reduce the memory storage and energy used by deep neural networks. The method can include determining the weights associated with the deep neural network. An input feature map can be received and used with the weights to generate approximated weights. Using the approximated weights and the input feature map a convolution inference can be performed.
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