Company Filing History:
Years Active: 1994-1995
Title: Shiho Hattori: Innovator in Intelligent Machining Systems
Introduction
Shiho Hattori is a prominent inventor based in Nagoya, Japan. She has made significant contributions to the field of intelligent machining systems, holding 2 patents that showcase her innovative approach to technology.
Latest Patents
One of her latest patents is an "Intelligent Machining System." This system employs a neural network to calculate machining conditions based on attribute data from a workpiece and a grinding machine. It includes a reference machining condition calculating unit, a neural network for providing corrections, and a correcting unit that adjusts the reference conditions using these corrections. The system effectively determines corrections for machining conditions based on errors identified by the neural network. Additionally, it detects time-series machining phenomena through sensors and processes the output signals to obtain machining circumstance data. The tool's feed rate is controlled using fuzzy inference based on this data.
Another notable patent is the "Method and Apparatus for Performing Learning in a Neural Network." This apparatus facilitates the learning operations of a neural network with multiple layers. It assesses the effectiveness of teaching data components during error calculations and adjusts connection weights accordingly. The apparatus also includes mechanisms for adding new input and teaching data to a database, ensuring that only relevant data is incorporated based on a predetermined degree of heterogeneousness.
Career Highlights
Shiho Hattori has worked with Toyoda Koki Kabushiki Kaisha, where she applied her expertise in machining technologies. Her work has significantly impacted the development of intelligent systems in the manufacturing sector.
Collaborations
Throughout her career, she has collaborated with notable individuals such as Takao Yoneda and Masashi Yamanaka. These collaborations have further enriched her work and contributed to advancements in her field.
Conclusion
Shiho Hattori is a trailblazer in the realm of intelligent machining systems, with her innovative patents paving the way for future advancements in technology. Her contributions continue to influence the industry and inspire future inventors.
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