Company Filing History:
Years Active: 1993-1999
Title: Youtaro Yatsuzuka: Innovator in Neural Network Technology
Introduction
Youtaro Yatsuzuka is a prominent inventor based in Kanagawa, Japan. He has made significant contributions to the field of neural networks, holding a total of 5 patents. His work focuses on enhancing the learning procedures of multi-level neural networks, which are crucial for various applications in artificial intelligence.
Latest Patents
One of Yatsuzuka's latest patents is a learning procedure for multi-level neural networks. This innovative method involves a reiterative learning process that incorporates both training and testing phases for a binary supervised neural network. The procedure includes an error signal generator that updates weighting factors during training. It generates an error signal by perturbing the polarity and amplitude of the difference between the output unit signal and the corresponding binary teacher signal. The process continues until the maximum absolute value of differences among erroneous binary output signals falls below a specified threshold. Additionally, a training signal memory stores a set of training signals, while an affordable signal memory retains input signals that yield correct binary output signals. This reiterative learning procedure is designed to achieve a desired binary output with minimal training and testing input signals, showcasing an exceptional generalization ability.
Career Highlights
Yatsuzuka is currently employed at Kokusai Denshin Denwa Co., Ltd., where he continues to develop innovative solutions in the field of neural networks. His work has garnered attention for its potential applications in various industries, including telecommunications and data processing.
Collaborations
Yatsuzuka has collaborated with notable colleagues such as Fumiaki Sugaya and Shigeru Iizuka. Their combined expertise has contributed to advancements in neural network technology and its practical applications.
Conclusion
Youtaro Yatsuzuka is a distinguished inventor whose work in neural networks has the potential to revolutionize the field of artificial intelligence. His innovative patents and collaborative efforts highlight his commitment to advancing technology for future applications.