Matthew Yoshio Morikawa

Title: Matthew Yoshio Morikawa: Innovator in Machine Learning and Printing Technologies

Introduction

Matthew Yoshio Morikawa is a notable inventor based in Concord, CA. He has made significant contributions to the fields of machine learning and printing technologies. With a total of 2 patents, Morikawa's work focuses on enhancing the efficiency and reliability of printing systems through innovative methods.

Latest Patents

Morikawa's latest patents include a "Machine learning preflight printing system and methods." This printing system incorporates a preflight system that checks incoming print jobs for potential errors before printing operations begin. The preflight system utilizes a generative adversarial network to identify possible issues with print jobs. This network consists of a generative neural network that introduces errors into input data and a discriminatory neural network that learns to identify these problems.

Another significant patent is "Support automation using machine learning." This system relates to machine learning techniques that automatically respond to device troubleshooting. A programmed computer system collects a training dataset from various databases, including historical customer complaints and maintenance records. The dataset is processed by a natural language extraction engine to extract relevant data, which is then grouped into bags-of-words. These bags-of-words are mapped to resolution codes using support vector machines (SVM) to provide effective troubleshooting solutions.

Career Highlights

Matthew Morikawa is currently employed at Kyocera Document Solutions Inc., where he continues to develop innovative solutions in the printing industry. His expertise in machine learning and automation has positioned him as a key player in advancing printing technologies.

Collaborations

Throughout his career, Morikawa has collaborated with talented individuals such as Oleg Y Zakharov and Javier A Morales. These collaborations have contributed to the development of cutting-edge technologies in the field.

Conclusion

Matthew Yoshio Morikawa is a distinguished inventor whose work in machine learning and printing systems has led to significant advancements in the industry. His innovative patents reflect his commitment to improving technology and enhancing user experience.