Company Filing History:
Years Active: 2021-2025
Title: Ryo Yonetani: Innovator in Model Generation Technology
Introduction
Ryo Yonetani is a prominent inventor based in Tokyo, Japan. He has made significant contributions to the field of model generation technology, holding a total of 6 patents. His work focuses on enhancing defect detection and feature identification through innovative methodologies.
Latest Patents
Yonetani's latest patents include a model generation apparatus, an estimation apparatus, a model generation method, and a computer-readable storage medium that stores a model generation program. One of his notable inventions involves training a model by converting training data to deliberately reduce estimation performance, which ultimately improves defect detection and feature identification. This model generation apparatus executes operations with respect to each learning data set, including training a second estimator and a coder alternately and repeatedly.
Another significant patent involves a regression apparatus that trains a neural network module through machine learning. This apparatus performs an extraction operation to identify elements satisfying predetermined conditions from a set of targets. During the machine learning process, the model generation apparatus replaces the extraction operation with a differentiable alternative during backpropagation to compute an approximate gradient.
Career Highlights
Ryo Yonetani is currently employed at Omron Corporation, where he continues to develop innovative technologies. His work has been instrumental in advancing the capabilities of model generation and estimation apparatuses.
Collaborations
Yonetani collaborates with talented individuals such as Masaki Suwa and Mohammadamin Barekatain, contributing to a dynamic and innovative work environment.
Conclusion
Ryo Yonetani's contributions to model generation technology exemplify his commitment to innovation and excellence. His patents reflect a deep understanding of machine learning and its applications in defect detection and feature identification.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.