Sundar Rajan Balasubramanian

Title: Innovations by Sundar Rajan Balasubramanian

Introduction

Sundar Rajan Balasubramanian is an accomplished inventor based in Groton, MA (US). He has made significant contributions to the field of computing and neural networks, holding a total of 3 patents. His work focuses on enhancing memory organization and access, as well as optimizing neural network operations.

Latest Patents

One of his latest patents is titled "Memory organization and access for efficient matrix operations." This patent provides techniques and apparatus for efficiently accessing memory in a computing system. The method involves organizing physical memory banks into logical memory banks and executing operations on these banks via a shared memory crossbar. This innovation aims to improve the efficiency of data processing in computing systems.

Another notable patent is "Instruction set architecture for neural network quantization and packing." This invention allows an electronic device to apply a neural network operation to a set of M-bit elements, quantizing them to P-bit elements. The process includes a multiplication with a quantization factor and an addition with a zero point, thereby enhancing the performance of neural network computations.

Career Highlights

Sundar Rajan Balasubramanian is currently employed at Qualcomm Incorporated, a leading company in the field of telecommunications and semiconductor technology. His work at Qualcomm has allowed him to contribute to cutting-edge innovations in computing and artificial intelligence.

Collaborations

He has collaborated with notable coworkers such as Srijesh Sudarsanan and Deepak Mathew, further enriching his work environment and fostering innovation.

Conclusion

Sundar Rajan Balasubramanian's contributions to the fields of memory organization and neural network operations demonstrate his commitment to advancing technology. His patents reflect a deep understanding of complex computing systems and their applications.