Dongyeon Woo

Title: The Innovations of Dongyeon Woo

Introduction

Dongyeon Woo is a prominent inventor based in Seoul, South Korea. He has made significant contributions to the field of neural networks, particularly through his innovative patent. His work reflects a deep understanding of computational methods and their applications in technology.

Latest Patents

Dongyeon Woo holds a patent for an "Apparatus and method with compressed neural network computation." This invention involves a neural network that includes a drop layer designed to drop feature values. The method of computation using this neural network entails extracting feature data from input data using a first portion of the neural network. It generates compressed representation data of the extracted feature data by dropping a feature value based on a drop probability corresponding to that feature value. The inference result is then indicated from the compressed representation data using a second portion of the neural network.

Career Highlights

Throughout his career, Dongyeon Woo has worked with notable organizations, including Samsung Electronics and Seoul National University. His experience in these institutions has allowed him to refine his skills and contribute to groundbreaking research in neural networks.

Collaborations

Dongyeon Woo has collaborated with talented individuals such as Seon Min Rhee and Jaekyeom Kim. These partnerships have fostered innovation and have been instrumental in advancing their shared research goals.

Conclusion

Dongyeon Woo's contributions to neural network computation exemplify the intersection of technology and innovation. His patent and career achievements highlight his role as a significant figure in the field.