Location History:
- Kawasaki, JP (2011)
- Hachioji, JP (2014 - 2023)
Company Filing History:
Years Active: 2011-2023
Title: An Overview of Inventor Koji Maruhashi
Introduction
Koji Maruhashi, a distinguished inventor based in Hachioji, Japan, has made significant contributions to the field of machine learning. With a total of 14 patents to his name, Maruhashi's innovations have played a crucial role in advancing technologies that harness the power of data.
Latest Patents
Among his recent work, Maruhashi holds patents that focus on enhancing machine learning processes. One of his notable patents details the "Generation of expanded training data contributing to machine learning for relationship data." This invention involves an apparatus that identifies partial tensor data to improve the machine learning process using transformed training data with a graph structure. By generating expanded training data from this information, his innovation aims to optimize machine learning outcomes.
Another significant patent is titled "Method and apparatus for machine learning," wherein a machine learning device calculates second values based on first values assigned to variables in a neural network. This innovative apparatus enables the processing of numerical values in sequence while also updating its reference values based on input errors. The resultant output enhances the performance of neural networks in practical applications.
Career Highlights
Koji Maruhashi is currently associated with Fujitsu Corporation, a leading global information and communication technology company. His role in this esteemed organization allows him to further develop his pioneering ideas and contribute to cutting-edge research in the field of machine learning and data analytics.
Collaborations
Maruhashi collaborates with other skilled professionals in his field, including Nobuhiro Yugami and Hiroshi Yamakawa. Together, they work on innovative projects that continue to push the boundaries of technology and aim to provide substantial advancements in machine learning technologies.
Conclusion
Koji Maruhashi's achievements and patents reflect his dedication to innovation in the realm of machine learning. His work at Fujitsu Corporation, coupled with collaborations with talented colleagues, positions him as a leading figure in the pursuit of technological advancements. With 14 patents, Maruhashi is at the forefront of a rapidly evolving industry, and his contributions are likely to impact future developments in machine learning and data processing.