Seokyong Byun

Title: Seokyong Byun: Innovator in Neural Network Memory Management

Introduction

Seokyong Byun is a notable inventor based in Seoul, South Korea. He has made significant contributions to the field of artificial intelligence, particularly in the management of memory for deep neural networks. His innovative approach aims to enhance the efficiency of neural network computations.

Latest Patents

Seokyong Byun holds a patent titled "Methods and arrangements to manage memory in cascaded neural networks." This patent addresses the challenge of reducing the size of runtime memory required for deep neural network inference computations. The logic described in the patent allows for the determination of shared block allocations during the execution of multiple stages of a neural network. By comparing counts of these shared allocations, the logic can optimize memory usage and reduce inference computation time. Additionally, it determines the appropriate size for shared memory allocations to accommodate data during execution.

Career Highlights

Seokyong Byun is currently employed at Intel Corporation, where he continues to work on advancing technologies related to artificial intelligence and neural networks. His expertise in memory management has positioned him as a valuable asset in the tech industry.

Collaborations

Seokyong has collaborated with notable colleagues, including Byoungwon Choe and Kwangwoong Park. Their combined efforts contribute to the innovative projects at Intel Corporation.

Conclusion

Seokyong Byun's work in managing memory for neural networks represents a significant advancement in the field of artificial intelligence. His contributions are paving the way for more efficient deep learning applications.