INTEGRATED SENSING AND MACHINE LEARNING PROCESSING DEVICES

Abstract: the present disclosure provides for a semiconductor device with integrated sensing and processing functionalities. the semiconductor device includes a sensing module configured to generate a plurality of analog sensing signals; and a machine learning (ml) processor. the sensing module and the ml processor are fabricated on a single wafer. the ml processor includes crossbar arrays that processes the analog sensing signals to generate analog preprocessed sensing data; an analog-to-digital converter (adc) to convert the analog preprocessed sensing data into digital preprocessed sensing data; and a machine learning processing unit to process the digital preprocessed sensing data utilizing one or more machine learning model.

Inventor(s): Minxian Zhang, Ning Ge

CPC Classification: H03M1/12 (Analogue/digital converters ({ – } take precedence))

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