DEEP LEARNING SYSTEM FOR PERFORMING PRIVATE INFERENCE AND OPERATING METHOD THEREOF

DEEP LEARNING SYSTEM FOR PERFORMING PRIVATE INFERENCE AND OPERATING METHOD THEREOF

A method of operating a deep learning system configured to perform private inferences, including performing a convolution operation with respect to input values; and outputting result values from the convolution operation using an activation function, wherein the activation function includes a Hermi...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: PARK, Jaiyoung, SON, Hongrak, MOON, Youngsik, AHN, Jungho
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
PHYSICS
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Beschreibung
Zusammenfassung:A method of operating a deep learning system configured to perform private inferences, including performing a convolution operation with respect to input values; and outputting result values from the convolution operation using an activation function, wherein the activation function includes a Hermitic expansion using a Hermite polynomial as an eigenfunction to perform a Fourier transform.