Joao Peralta Moreira

Title: The Innovations of Joao Peralta Moreira

Introduction

Joao Peralta Moreira is a notable inventor based in Mountain View, CA, who has made significant contributions to the field of computer vision systems. With a total of four patents to his name, he has demonstrated a strong commitment to advancing technology through innovative solutions.

Latest Patents

One of Joao's latest patents is focused on partially-frozen neural networks for efficient computer vision systems. This 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

Joao Peralta Moreira is currently employed at Intel Corporation, where he continues to push the boundaries of technology. His work focuses on enhancing the efficiency and effectiveness of machine learning models, particularly in the realm of computer vision.

Collaborations

Some of Joao's coworkers include Furkan Isikdogan and Bhavin V Nayak, who collaborate with him on various projects at Intel Corporation.

Conclusion

Joao Peralta Moreira'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 continues to influence the development of efficient machine learning systems.