APPARATUS AND METHOD FOR MANAGING ARTIFICIAL INTELLIGENCE OPERATION BASED ON ANALOG DEVICE

Abstract: disclosed herein is an apparatus and method for managing an artificial intelligence (ai) operation based on an analog device. the method may include setting a first layer list to use an analog operation unit and analog memory based on a performance improvement effect obtained by using the analog operation unit, among layers constituting an ai model, setting a second layer list to use a digital operation unit and the analog memory based on a digital memory saving effect obtained by using the analog memory, among remaining layers excluding the first layer list from the layers constituting the ai model, and setting remaining layers excluding the first layer list and the second layer list from the layers constituting the ai model as a third layer list to use digital memory and the digital operation unit.

Inventor(s): Chang-Dae KIM, Kwang-Won Koh, Tae-Hoon Kim, Eun-Ji Pak, Yeon-Jeong Jeong

CPC Classification: G06J1/00 (Hybrid computing arrangements (digitally-programmed analogue computers ))

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