Saurabh Kedar Pitre

Title: Innovations of Saurabh Kedar Pitre in Neural Network Processing

Introduction

Saurabh Kedar Pitre is an accomplished inventor based in San Diego, California. He has made significant contributions to the field of artificial intelligence, particularly in the area of neural networks. His innovative work focuses on enhancing the efficiency of binary processing applications.

Latest Patents

Saurabh holds a patent for "Systems and methods for modifying neural networks for binary processing applications." This patent describes a method of simulating the operation of an artificial neural network on a binary neural network processor. The process involves receiving a binary input vector for a layer that includes a probabilistic binary weight matrix. It also details how vector-matrix multiplication is performed with the input vector and the weight matrix, while accounting for simulated binary-neural-processing hardware noise to generate a binary output vector. This simulation is crucial for the forward pass of a training algorithm for a neural network model tailored for binary-neural-processing hardware.

Career Highlights

Saurabh is currently employed at Qualcomm Incorporated, a leading technology company known for its advancements in telecommunications and semiconductor technology. His work at Qualcomm allows him to apply his innovative ideas in a practical setting, contributing to the development of cutting-edge technologies.

Collaborations

Saurabh collaborates with notable colleagues, including Matthias Reisser and Xiaochun Zhu. Their combined expertise fosters a creative environment that enhances the potential for groundbreaking innovations in their field.

Conclusion

Saurabh Kedar Pitre's contributions to neural network processing exemplify the impact of innovative thinking in technology. His patent and work at Qualcomm highlight his role as a key player in advancing artificial intelligence applications.