Deepak Mathew

Title: The Innovative Mind of Deepak Mathew

Introduction

Deepak Mathew is a prominent inventor based in Acton, MA (US). He has made significant contributions to the field of technology, particularly in the area of neural networks. With a total of 8 patents to his name, Mathew continues to push the boundaries of innovation.

Latest Patents

One of his latest patents is titled "Instruction set architecture for neural network quantization and packing." This invention involves an electronic device that receives a single instruction to apply a neural network operation to a set of M-bit elements stored in one or more input vector registers. The device implements the neural network operation to generate a set of P-bit elements by quantizing each of the M-bit elements and packing them into an output vector register. The process is designed to enhance the efficiency of neural network operations.

Another notable patent is the "Permutation instruction." This device includes a vector register file, a memory, and a processor. The processor executes a permutation instruction based on a periodicity parameter that indicates the count of multiple data sources. This innovation allows for efficient data selection and population in vector registers, showcasing Mathew's expertise in optimizing computational processes.

Career Highlights

Deepak Mathew is currently employed at Qualcomm Incorporated, a leading company in the technology sector. His work at Qualcomm has allowed him to develop groundbreaking technologies that have a significant impact on the industry.

Collaborations

Throughout his career, Mathew has collaborated with talented individuals such as Marc M Hoffman and Ajay Anant Ingle. These collaborations have fostered an environment of innovation and creativity, leading to the development of advanced technologies.

Conclusion

Deepak Mathew is a remarkable inventor whose work in neural networks and computational efficiency continues to shape the future of technology. His contributions through patents and collaborations highlight his commitment to innovation and excellence in the field.