Image enhancement using integrated circuit devices having analog inference capability

Abstract

A method to enhance images, including: receiving, in an image processing logic circuit in an integrated circuit device, first data representative of an input image; generating, by the image processing logic circuit, input data for an inference logic circuit in the integrated circuit device; generating, by the inference logic circuit, a column of bits from the input data; performing, by the inference logic circuit using memory cells in the integrated circuit device having threshold voltages programmed to represent at least one weight matrix, operations of multiplication and accumulation, via reading concurrently rows of the memory cells selected according to the column of bits; generating, by the inference logic circuit, output data based on results of the operations multiplication and accumulation; and generating, by the image processing logic circuit using the output data, second data representative of an output image enhanced from the input image.