Company Filing History:
Years Active: 2014-2021
Title: The Innovative Contributions of Robert Dreyer
Introduction
Robert Dreyer is a prominent inventor based in Menlo Park, California. He has made significant contributions to the field of technology, particularly in the development of matrix processors. With a total of five patents to his name, Dreyer's work focuses on enhancing the efficiency of computational processes.
Latest Patents
Dreyer's latest patents include groundbreaking technologies such as "Providing flexible matrix processors for performing neural network convolution in matrix-processor-based devices." This invention describes a matrix-processor-based device that integrates a central processing unit (CPU) and a matrix processor. The matrix processor reorganizes weight and input matrices into swizzled formats, enabling efficient convolution operations. Another notable patent is "Providing efficient floating-point operations using matrix processors in processor-based systems." This technology features a matrix processor that utilizes positive and negative partial sum accumulators to optimize floating-point operations, ultimately generating a final sum through a streamlined process.
Career Highlights
Robert Dreyer is currently employed at Qualcomm Incorporated, a leading company in the telecommunications and semiconductor industry. His work at Qualcomm has allowed him to push the boundaries of technology and contribute to advancements in processing capabilities.
Collaborations
Dreyer has collaborated with notable colleagues such as Mattheus Cornelis Antonius Adrianus Heddes and Natarajan Vaidhyanathan. These collaborations have fostered innovation and have been instrumental in the development of his patented technologies.
Conclusion
Robert Dreyer's contributions to the field of matrix processors and computational efficiency are noteworthy. His innovative patents and work at Qualcomm highlight his role as a leading inventor in technology.