Joydeep Mitra

Title: Innovations of Joydeep Mitra in PCB Design

Introduction

Joydeep Mitra is a notable inventor based in Austin, TX, who has made significant contributions to the field of electronic circuit design. With a total of four patents to his name, he has focused on optimizing printed circuit board (PCB) design through advanced methodologies.

Latest Patents

One of his latest patents is titled "System, method, and computer program product for optimization-based printed circuit board design." This invention relates to electronic circuit design and involves training a neural network to serve as the reward function for optimization-based approaches to PCB design automation. The process includes generating placed designs using a genetic optimization methodology and adjusting these designs during the generation phase. Additionally, it involves routing the designs using an auto-router to assign a routability score label and training a neural network to extract intermediate features from the designs. The ultimate goal is to predict the routability of the PCB design based on these features.

Another significant patent is "System and method for autonomous printed circuit board design using machine learning techniques." This invention focuses on floorplanning using machine learning techniques. It includes analyzing an electronic design with a reinforcement learning agent and recommending actions to update the design iteratively. This method enhances the efficiency of PCB design by leveraging machine learning for continuous improvement.

Career Highlights

Joydeep Mitra has worked with prominent companies in the industry, including Mentor Graphics Corporation and Cadence Design Systems, Inc. His experience in these organizations has allowed him to refine his skills and contribute to innovative solutions in PCB design.

Collaborations

Throughout his career, Joydeep has collaborated with talented individuals such as Juan Andres Torres Robles and John R Murphy. These collaborations have further enriched his work and led to advancements in the field.

Conclusion

Joydeep Mitra's contributions to PCB design through his innovative patents and collaborations highlight his expertise and commitment to advancing technology in electronic circuit design. His work continues to influence the industry and pave the way for future innovations.