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Patent attributes
Patent Jurisdiction
Patent Number
Patent Inventor Names
Tomo Lazovich
Martin B. Z. Forsythe
Tyler J. Kenney
Darius Bunandar
Date of Patent
October 3, 2023
Patent Application Number
17246892
Date Filed
May 3, 2021
Patent Citations
...
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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