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專利授權區


專利授權區
專利名稱(中) 電子裝置及類神經網路的壓縮方法
專利名稱(英) ELECTRONIC APPARATUS AND COMPRESSION METHOD FOR ARTIFICIAL NEURAL NETWORK
專利家族 中華民國:I700647
美國:11,270,207
專利權人 國立清華大學 100%
發明人 邱志堯,劉庭祿,陳煥宗
技術領域 資訊工程
專利摘要(中)
An electronic apparatus and a compression method for an artificial neural network are provided. The compression method is adapted for the artificial neural network with a plurality of convolution layers. The compression method includes: setting a first pruning layer for coupling the first pruning layer to Lth convolution layer, where the first pruning layer has a plurality of first weighting values and each of the first weighting values corresponds to each of a plurality of channels of the Lth convolution layer; tuning the first weighting values, selecting a part of the channels of the Lth convolution layer to be at least one first redundancy channel according to the first weighting values, and generating a compressed Lth convolution layer by deleting the at least one first redundancy channel; and removing the first pruning layer, and generating a first compressed artificial neural network.
聯絡資訊
承辦人姓名 李曉琪
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