Location History:
- Los Angeles, CA (US) (2018 - 2021)
- San Diego, CA (US) (2022)
Company Filing History:
7 out of 11 
1 out of 15,488 
1 out of 7 Years Active: 2018-2022
Title: Innovations of Inventor Yuan Du
Introduction
Yuan Du is a prominent inventor based in Los Angeles, California, known for his significant contributions to the field of neural network computing. With a total of nine patents to his name, he has made remarkable advancements in technology that enhance computational efficiency and effectiveness.
Latest Patents
One of Yuan Du's latest patents is the "Memristive neural network computing engine using CMOS-compatible charge-trap-transistor (CTT)." This invention features a neural network computing engine that utilizes an array of CTT elements as analog multipliers. Each CTT element has preprogrammed weight values represented as threshold voltages, allowing for efficient computations in a fully connected neural network. The design includes row resistors that sum output currents, and a sequential analog fabric that enables parallel computations of neurons.
Another notable patent is the "Pooling operation device and method for convolutional neural network." This method involves reading multiple new data points within a pooling window and performing a two-step pooling operation to generate results. The process includes storing intermediate results in a buffer and executing forward max pooling operations to enhance the performance of convolutional neural networks.
Career Highlights
Yuan Du has worked with notable organizations such as Kneron, Inc. and the University of California. His experience in these institutions has allowed him to collaborate on cutting-edge research and development projects, further solidifying his reputation as an innovator in the field.
Collaborations
Yuan Du has collaborated with talented individuals such as Li Du and Chun-Chen Liu. These partnerships have contributed to the advancement of his research and the successful development of his patented technologies.
Conclusion
Yuan Du's innovative work in neural network computing and his impressive portfolio of patents highlight his significant impact on technology. His contributions continue to shape the future of computational methods and artificial intelligence.