Hanmin Park

Title: Innovations of Hanmin Park: A Pioneer in Neural Networks

Introduction

Hanmin Park, an accomplished inventor based in Seoul, South Korea, has made significant contributions to the field of neural networks and resource allocation computing. With a remarkable portfolio of six patents, Park continues to influence technology through innovative strategies and methods.

Latest Patents

Among Hanmin Park's latest patents is a groundbreaking approach titled "Method of Accelerating Training Process of Neural Network and Neural Network Device Thereof." This patent outlines a method that enhances the training process of neural networks by acquiring activations used during training and utilizing a bit-vector to select specific activations for backward propagation. This innovation optimizes how neural networks learn and adapt.

Another noteworthy patent is the "Computing Device and Method for Allocating Resources Using Cost Matrix." This invention describes a computing device that utilizes multiple processing cores and a tile scheduler. The scheduler updates a cost matrix based on meta-information from previously allocated tiles, allowing for efficient resource allocation across processing components.

Career Highlights

Hanmin Park's career encompasses tenures at noteworthy organizations, including Samsung Electronics and Seoul National University. At Samsung Electronics, Park was instrumental in developing innovative technologies that leverage neural networks for enhanced computational capabilities.

Collaborations

Throughout his career, Hanmin Park has collaborated with distinguished colleagues, such as Hyung-Dal Kwon and Jae-Eon Jo. These collaborations have enriched his research and innovation pursuits, leading to impactful advancements in technology.

Conclusion

Hanmin Park stands out as a prominent inventor whose work in neural networks and resource allocation continues to shape technological advancements. His inventive spirit and dedication to innovation are evident through his patents and collaborations, paving the way for future research and development in the computing landscape.