Company Filing History:
Years Active: 2021-2025
Title: Innovations by Jay A Hiserote
Introduction
Jay A Hiserote is an accomplished inventor based in Hillsboro, OH (US). He has made significant contributions to the field of machine learning and lithography through his innovative patents. With a total of 2 patents, Hiserote continues to push the boundaries of technology.
Latest Patents
Hiserote's latest patents focus on advanced techniques for source mask optimization. The first patent involves a method for selecting initial source shapes for source mask optimization based on the layout of a lithographic mask. In this approach, a layout is received, and different sections, known as clips, are selected. These clips are then applied to a machine learning model that infers source shapes, which are used as initial shapes for optimization.
The second patent addresses the application of reticle enhancement technique recipes based on predicted failure modes. This process begins with collecting training data for various design intents by identifying expected failures during manufacturing. The data is used to train a machine learning model, such as an artificial neural network, to predict failure modes and their locations. The trained model can then select appropriate RET recipes to mitigate these failures.
Career Highlights
Hiserote has established himself as a key figure in his field, working at Synopsys, Inc. His expertise in machine learning and lithography has positioned him as a valuable asset to the company. His innovative approaches have contributed to advancements in the industry.
Collaborations
Throughout his career, Hiserote has collaborated with notable colleagues, including Robert M Lugg and William Stanton. These collaborations have fostered an environment of innovation and creativity, leading to the development of groundbreaking technologies.
Conclusion
Jay A Hiserote's contributions to machine learning and lithography through his patents demonstrate his commitment to innovation. His work continues to influence the industry and pave the way for future advancements.