This inventor holds 1 USPTO granted patent and 1 published patent application. Top assignees: Samsung Electronics Co., Ltd., Seoul National University. Active years: 2024.
Company Filing History:
1 out of 132,108 
1 out of 1,774 
Years Active: 2024
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.