Chih-Wen Goo

Title: Innovations of Chih-Wen Goo

Introduction

Chih-Wen Goo is a prominent inventor based in Hsin-Chu, Taiwan. He has made significant contributions to the field of deep learning and image processing, holding a total of seven patents. His work focuses on enhancing the efficiency and effectiveness of neural network models and image processing circuits.

Latest Patents

One of his latest patents is titled "Compiling asymmetrically-quantized neural network models for deep learning acceleration." This invention involves a system that receives a neural network model containing asymmetric operations. Each operation includes fixed-point operands that are asymmetrically-quantized from corresponding floating-point operands. The system compiles these asymmetric operations into symmetric operations, generating a symmetric neural network model for fixed-point arithmetic execution.

Another notable patent is "Image-guided adjustment to super-resolution operations." This invention features an image processing circuit that performs super-resolution operations. It includes memory to store multiple parameter sets of various artificial intelligence models. The circuit detects representative features in an image sequence and adjusts parameters of the AI models accordingly, resulting in high-resolution images for display.

Career Highlights

Chih-Wen Goo is currently employed at MediaTek Corporation, a leading global semiconductor company. His work at MediaTek has allowed him to push the boundaries of technology in the fields of deep learning and image processing. His innovative approaches have contributed to advancements in these areas, making significant impacts on the industry.

Collaborations

Chih-Wen Goo has collaborated with notable colleagues, including Pei-Kuei Tsung and Chih-Wei Chen. These collaborations have fostered a creative environment that encourages the development of cutting-edge technologies.

Conclusion

Chih-Wen Goo's contributions to the fields of deep learning and image processing are noteworthy. His innovative patents and work at MediaTek Corporation highlight his role as a leading inventor in the technology sector. His ongoing efforts continue to shape the future of these industries.