Samsung Electronics Co., Ltd.

Seoul National University

Dongyeon Woo

Seungju Han

Minjung Kim

Seon Min Rhee

Gunhee Kim

Jaekyeom Kim

A neural network includes a drop layer configured to drops feature values. A method of computation using the neural network includes extracting feature data from input data using a first portion of a neural network, generating compressed representation data of the extracted feature data by dropping a feature value from the extracted feature data at a drop layer of the neural network based on a drop probability corresponding to the feature value, and indicating an inference result from the compressed representation data using a second portion of the neural network.

Growing community of inventors

Seoul, South Korea

Dongyeon Woo