Location History:
- Sunnyvale, CA (US) (2012)
- Mountain View, CA (US) (2013 - 2024)
Company Filing History:
7 out of 5,162 
3 out of 93 
1 out of 41,783 
Years Active: 2012-2024
Title: Innovations of Xiangdong Jin
Introduction
Xiangdong Jin is a prominent inventor based in Mountain View, CA. He has made significant contributions to the field of technology, particularly in the area of convolutional neural networks. With a total of 11 patents to his name, his work continues to influence advancements in artificial intelligence and machine learning.
Latest Patents
Xiangdong Jin's latest patents include innovative methods for enhancing convolutional neural networks. One of his notable patents is titled "Convolutional neural network using adaptive 3D array." This patent describes a method for constructing an adaptive multiply accumulate layer in a convolutional neural network. It involves determining various parameters such as activation data map width, height, channel depth, and kernel dimensions to optimize the network's performance.
Another significant patent is "Subgraph tile fusion in a convolutional neural network." This invention outlines a method for partitioning a network into subgraph nodes and fusing them in a specific layer order. This process enhances the efficiency of the network by optimizing the interaction between input, weight, and output layers.
Career Highlights
Throughout his career, Xiangdong Jin has worked with notable companies in the tech industry. He has been associated with Marvell International Limited and Black Sesame Technologies Inc. His experience in these organizations has allowed him to develop and refine his innovative ideas, contributing to the advancement of technology.
Collaborations
Xiangdong Jin has collaborated with talented individuals in his field, including Mao Yu and Chi-Yuen Young. These collaborations have fostered a creative environment that has led to the development of groundbreaking technologies.
Conclusion
Xiangdong Jin's contributions to the field of convolutional neural networks and his impressive portfolio of patents highlight his role as a leading inventor in technology. His innovative methods continue to shape the future of artificial intelligence and machine learning.