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Patent attributes
Patent Jurisdiction
Patent Number
Patent Inventor Names
Martin B. Z. Forsythe0
Darius Bunandar0
Tomo Lazovich0
Tyler J. Kenney0
Date of Patent
June 1, 2021
0Patent Application Number
169956740
Date Filed
August 17, 2020
0Patent Citations
Patent Citations Received
Patent Primary Examiner
Patent abstract
Techniques for computing matrix operations for arbitrarily large matrices on a finite-sized hybrid analog-digital matrix processor are described. Techniques for gain adjustment in a finite-sized hybrid analog-digital matrix processor are described which enable the system to obtain higher energy efficiencies, greater physical density and improved numerical accuracy. In some embodiments, these techniques enable maximization of the predictive accuracy of a GEMM-based convolutional neural network using low-precision data representations.
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