YouTao Zhang

Title: YouTao Zhang: Innovator in Neural Networks and Secure Memory Systems

Introduction

YouTao Zhang is a prominent inventor based in Pittsburgh, PA, known for his contributions to the fields of artificial intelligence and secure computing. With a total of 2 patents, Zhang has made significant strides in deploying neural networks and enhancing memory security in cloud environments.

Latest Patents

Zhang's latest patents include a "System and method of deploying an artificial neural network on a target device." This innovative method involves extracting device-dependent error masks from the target device, which are then used during the training phase of the neural network to generate a device-dependent weight matrix. This matrix is stored in the target device, enabling it to perform inference tasks effectively using the neural network.

Another notable patent is "Practical ORAM delegation for untrusted memory on cloud servers." This apparatus comprises a processor with multiple main buffer on board (BOB) memory controllers and a secure engine. It establishes secure communication channels and performs Path ORAM accesses to memory modules, ensuring secure operations within a trusted computing base.

Career Highlights

Throughout his career, YouTao Zhang has worked at esteemed institutions such as the University of Pittsburgh and Hefei University of Technology. His work has focused on advancing technologies that bridge the gap between artificial intelligence and secure data management.

Collaborations

Zhang has collaborated with notable colleagues, including Jun Yang and Rujia Wang, contributing to various research projects and innovations in his field.

Conclusion

YouTao Zhang's work in neural networks and secure memory systems showcases his commitment to innovation and technology advancement. His patents reflect a deep understanding of complex systems and a drive to enhance the capabilities of modern computing.