Gaurav Veda

Title: Gaurav Veda: Innovator in Machine Learning and Diagnosis Procedures

Introduction

Gaurav Veda is a prominent inventor based in Hillsboro, Oregon, known for his contributions to machine learning and diagnostic procedures. With a total of four patents to his name, he has made significant advancements in the field of computing systems and fault diagnosis.

Latest Patents

One of Gaurav Veda's latest patents focuses on machine learning-based adjustments in volume diagnosis procedures for determining root cause distributions. This innovative computing system includes a model training engine that trains a supervised learning model using training probability distributions computed for training dies. The system also features a volume diagnosis adjustment engine that accesses diagnosis reports for circuit dies that have failed scan testing. It computes a probability distribution for the given circuit die and adjusts it using the supervised learning model to provide an input for a global phase of the volume diagnosis procedure.

Another notable patent involves input data compression for machine learning-based chain diagnosis. This technology addresses faults injected into scan chains in circuit designs. Simulations are performed to determine test response patterns, and observed failing bit patterns are compared with good-machine test response patterns. The process includes bit-reduction techniques to construct training samples for machine-learning models aimed at identifying faulty scan cells.

Career Highlights

Gaurav Veda has worked with several reputable companies, including Siemens Industry Software GmbH and Mentor Graphics Corporation. His experience in these organizations has contributed to his expertise in machine learning and diagnostic technologies.

Collaborations

Gaurav has collaborated with notable professionals in his field, including Wu-Tung Cheng and Huaxing Tang. Their collective efforts have further advanced the innovations in machine learning and diagnostic procedures.

Conclusion

Gaurav Veda's work in machine learning and diagnostic technologies showcases his innovative spirit and dedication to improving diagnostic procedures. His patents reflect a commitment to advancing technology in meaningful ways.