Yingzhen Yang

Title: Innovations by Yingzhen Yang in Neural Network Technology

Introduction

Yingzhen Yang is a prominent inventor based in Los Angeles, CA. He has made significant contributions to the field of neural networks, holding a total of 3 patents. His work focuses on creating more efficient and compact neural network systems.

Latest Patents

One of Yingzhen Yang's latest patents is titled "Compact Neural Networks Using Condensed Filters." This innovative system generates multiple individual filters from a compound filter. Each convolutional layer of a convolutional neural network can utilize these compound filters to create individual filters for that layer. The individual filters overlap within the compound filter and can be extracted through a sampling operation. This method allows the extracted individual filters to share weights with nearby filters, thereby reducing the overall size of the convolutional neural network.

Career Highlights

Yingzhen Yang is currently employed at Snap Inc., where he continues to develop cutting-edge technologies in the realm of artificial intelligence and machine learning. His work has garnered attention for its potential to enhance the efficiency of neural networks.

Collaborations

Yingzhen collaborates with talented individuals such as Jianchao Yang and Ning Xu, contributing to a dynamic and innovative work environment.

Conclusion

Yingzhen Yang's contributions to neural network technology exemplify the importance of innovation in the field of artificial intelligence. His patents reflect a commitment to advancing technology and improving efficiency in neural networks.