Wilson Kwan

Title: Innovations of Wilson Kwan

Introduction

Wilson Kwan is a notable inventor based in Toronto, Canada. He has made significant contributions to the field of technology, particularly in the area of neural networks and resource allocation in system-on-chip designs. With a total of 7 patents to his name, Kwan's work has had a substantial impact on the industry.

Latest Patents

Kwan's latest patents include "Run-time neural network re-allocation across heterogeneous processors" and "Application profile driven scheduling and configuration in a system on a chip." The first patent focuses on the re-allocation of neural network workloads based on processor conditions and metadata associated with neural network units. This innovative approach allows for efficient processing by identifying candidate neural network units for re-allocation and selecting target processors based on performance metrics. The second patent outlines methods for proactive resource allocation and configuration, utilizing profile-guided optimization to enhance application performance. This involves generating instrumentation-based profile datasets to inform optimal workload allocation and resource configuration.

Career Highlights

Throughout his career, Wilson Kwan has worked with prominent companies such as Qualcomm Incorporated and ATI Technologies. His experience in these organizations has allowed him to develop and refine his expertise in advanced technology solutions.

Collaborations

Kwan has collaborated with notable professionals in the field, including James Lyall Esliger and Aris Balatsos. These partnerships have contributed to the advancement of his innovative projects and patents.

Conclusion

Wilson Kwan's contributions to technology through his patents and collaborations highlight his role as a leading inventor in the field. His work continues to influence advancements in neural networks and resource management in computing systems.