Ben-hao Wang

Title: The Innovations of Ben-hao Wang

Introduction

Ben-hao Wang is a notable inventor based in Durham, NC (US). He has made significant contributions to the field of deep learning through his innovative patent. His work focuses on enhancing the training systems of neural network models, which are crucial in various applications of artificial intelligence.

Latest Patents

Ben-hao Wang holds a patent for a "Deep learning model training system." This system involves a series of steps where a computer trains a neural network model. The process includes executing a neural network to compute a post-iteration gradient vector and a current iteration weight vector. A search direction vector is then computed using a Hessian approximation matrix and the post-iteration gradient vector. The system initializes a step size value and computes an objective function value that indicates an error measure of the executed neural network. If the computed objective function value exceeds an upper bound value, the step size value is updated using a predefined backtracking factor value. This upper bound value is calculated as a sliding average of a predefined upper bound updating interval value number of previous upper bound values. The steps are repeated until the computed objective function value is not greater than the upper bound value, resulting in an updated weight vector that describes a trained neural network model. Ben-hao Wang has 1 patent to his name.

Career Highlights

Ben-hao Wang is currently employed at SAS Institute Inc., a leading company in analytics and software solutions. His work at SAS Institute Inc. allows him to apply his innovative ideas in a practical setting, contributing to advancements in data analysis and artificial intelligence.

Collaborations

Throughout his career, Ben-hao Wang has collaborated with talented individuals such as Joshua David Griffin and Seyedalireza Yektamaram. These collaborations have fostered a creative environment that encourages the exchange of ideas and innovation.

Conclusion

Ben-hao Wang's contributions to deep learning and neural network training systems highlight his role as an influential inventor in the field of artificial intelligence. His innovative patent and work at SAS Institute Inc. demonstrate his commitment to advancing technology and improving computational methods.