Atsushi Yaguchi

Title: Atsushi Yaguchi: Innovator in Learning Technologies

Introduction

Atsushi Yaguchi is a prominent inventor based in Tokyo, Japan. He has made significant contributions to the field of learning technologies, holding a total of nine patents. His work focuses on enhancing the efficiency and effectiveness of neural networks and learning systems.

Latest Patents

Yaguchi's latest patents include a "Learning apparatus, method, and non-transitory computer readable medium." This invention describes a learning apparatus that comprises a setting unit, a training unit, and a display. The setting unit establishes second training conditions based on a first training condition related to a first trained model. The training unit then trains one or more neural networks according to these conditions, generating second trained models that perform tasks similar to those of the first trained model. The display presents a graph illustrating the inference performance and calculation cost of each second trained model.

Another notable patent is the "Learning device, learning system, and learning method." This invention features a structure search unit that identifies a first learned model structure by selecting search space information according to the target constraints of the hardware. It also includes a parameter search unit that finds learning parameters for the neural network model based on these constraints. Additionally, a pruning unit removes units from the convolution processing blocks in the first learned model structure, generating a second learned model structure.

Career Highlights

Throughout his career, Atsushi Yaguchi has worked with notable companies such as Toshiba Corporation and Canon Medical Systems Corporation. His experience in these organizations has allowed him to develop innovative solutions in the realm of learning technologies.

Collaborations

Yaguchi has collaborated with talented individuals in his field, including Yukinobu Sakata and Shuhei Nitta. These partnerships have contributed to the advancement of his research and inventions.

Conclusion

Atsushi Yaguchi is a distinguished inventor whose work in learning technologies has led to multiple patents and significant advancements in the field. His contributions continue to shape the future of neural networks and learning systems.