Lg Electronics Inc.

Yonsei University

Jaeyong Song

Dongwoo Han

Taeyup Song

Youngsok Kim

Jinho Lee

Young Gu Lee

Jounghoo Lee

Mingi Yoo

Mingu Kwon

Kyungmok Yeo

An apparatus for accelerating neural networks, includes: a memory for storing graph input data including vertices and edges; an aggregation engine that processes the accumulation of features and generates feature vectors by taking the graph input data and performing an aggregation operation on the graph input data; an on-chip cache for caching the feature vectors; and a combination engine that generates a systolic array for matrix multiplications based on the feature vectors taken from the on-chip cache and weights taken from the memory.

Apparatus for accelerating neural networks

An artificial intelligence air conditioner may include a camera to obtain an image, an area recognition module for recognizing an area in which an occupant is located in an indoor space divided into a plurality of areas from the image obtained by the camera and distinguishing a living area with respect to the plurality of areas based on a result of recognizing a location of the occupant, and an airflow controller controlling airflow based on the distinguished living area, whereby airflow optimized for each living area of the indoor space may be controlled.

Artificial intelligence air conditioner and control method thereof

Growing community of inventors

Seoul, South Korea

Jaeyong Song