Bhavin V Nayak

Title: Innovations of Bhavin V Nayak in Computer Vision

Introduction

Bhavin V Nayak is a prominent inventor based in San Jose, California. He has made significant contributions to the field of computer vision through his innovative patents. With a total of four patents to his name, Nayak is recognized for his work in machine learning and neural networks.

Latest Patents

One of Nayak's latest patents is titled "Partially-frozen neural networks for efficient computer vision systems." This invention discloses an apparatus designed to facilitate partially-frozen neural networks, which enhances the efficiency of computer vision systems. The apparatus includes a frozen core that stores fixed weights of a machine learning model, along with one or more trainable cores that are coupled to the frozen core. These trainable cores comprise multipliers for the trainable weights of the machine learning model. Additionally, the alpha blending layer features a trainable alpha blending parameter, which is a function of a trainable parameter, a sigmoid function, and outputs from both frozen and trainable blocks in a preceding layer of the machine learning model.

Career Highlights

Bhavin V Nayak is currently employed at Intel Corporation, where he continues to push the boundaries of technology and innovation. His work at Intel has allowed him to explore advanced concepts in machine learning and artificial intelligence.

Collaborations

Nayak has collaborated with talented individuals such as Furkan Isikdogan and Joao Peralta Moreira. These collaborations have contributed to the development of cutting-edge technologies in the field of computer vision.

Conclusion

Bhavin V Nayak's contributions to the field of computer vision through his innovative patents highlight his expertise and dedication to advancing technology. His work at Intel Corporation and collaborations with other professionals further emphasize his impact in the industry.