Samsung Electronics Co., Ltd.

Youngrae Cho

Jaeun Park

Gyeonghoon Kim

Kiseok Kwon

Hyunjung Kim

Myungsun Kim

Jongho Kim

Chulsoo Park

Disclosed is an electronic apparatus including a processor configured to obtain calculation information based on input data of a deconvolution calculation being input, obtain a size of output data based on the obtained calculation information, obtain a plurality of memory address values corresponding to a size of the output data using an address generation module, perform convolution calculation based on the calculation information using a convolution calculation module to obtain an intermediate value in the convolution calculation process, obtain a memory address value corresponding to the obtained intermediate value of the plurality of obtained memory addresses using the address generation module, store the obtained intermediate value in the memory address value corresponding to the intermediate value, accumulate at least one intermediate value based on the memory address value corresponding to the intermediate value using a cumulative calculation module, and obtain a deconvolution calculation value with respect to the input data based on the accumulated at least one intermediate value.

Electronic apparatus for performing deconvolution calculation and controlling method thereof

An electronic apparatus for executing artificial intelligence algorithm is provided. The electronic apparatus includes a memory which stores input data and a plurality of second kernel data obtained from first kernel data, and a processor which obtains upscaled data in which at least a portion of the input data is upscaled by the first kernel data. The data is upscaled by performing a convolution operation on each of the plurality of second kernel data with the input data. Each of the plurality of second kernel data includes a different first kernel element from among a plurality of first kernel elements in the first kernel data.

Electronic apparatus and control method thereof

Disclosed is an electronic apparatus which executes an artificial intelligence algorithm using a convolution calculation unit and memory local to the electronic apparatus.

Processor, electronics apparatus and control method thereof

Growing community of inventors

Suwon-si, South Korea

Youngrae Cho