Neural network-based touch input classification

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United States of America

PATENT NO 11989369
SERIAL NO

18193188

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Abstract

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Examples are disclosed that relate to improving speed and accuracy of touch input classification. In one example, a touch detection device includes an array of antennas configured to measure touch input and output a touch matrix of pixels having touch values corresponding to the touch input measured at each antenna of the array of antennas. The touch detection device further includes a neural network having an input layer including a plurality of nodes. Each node is configured to receive a touch value corresponding to a different pixel of the touch matrix. The neural network is configured to output classified touch data corresponding to the measured touch input based at least on the touch matrix.

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Patent Owner(s)

  • MICROSOFT TECHNOLOGY LICENSING, LLC.

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Ben-Amram, Nadav Shlomo Herzliya, IL 5 0
Einhoren, Yoel Yehezkel Petah Tiqwa, IL 2 0
Hakim, Adam Tel Aviv, IL 3 1
Maiberger, Roy-Gan Kiryat Ono, IL 1 0
Tsvetov, Anatoly Kfar Yona, IL 1 0
Zajonts, Etai Tel Aviv, IL 1 0

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