Soonhoi Ha

Title: Innovations of Soonhoi Ha

Introduction

Soonhoi Ha is a prominent inventor based in Seoul, South Korea. He has made significant contributions to the field of neural network processing, holding a total of five patents. His work focuses on enhancing the efficiency and effectiveness of neural network operations.

Latest Patents

One of his latest patents is titled "Neural processing apparatus and method with neural network pool processing." This invention involves a processor-implemented method that includes obtaining intermediate pooling results corresponding to sub-pooling kernels. These kernels are derived from an original pooling kernel, and the method performs a pooling operation on input pixels within a current window of an input feature map. The final pooling result is obtained through post-processing these intermediate results, ultimately determining the output pixel value based on the final pooling result.

Another notable patent is the "Apparatus and method with neural network operation." This invention describes a neural network operation apparatus that includes an adder for performing addition of data necessary for neural network operations. It also features multiplexers that output results based on specific signals, along with a controller that manages these multiplexers.

Career Highlights

Soonhoi Ha has worked with leading organizations, including Samsung Electronics and Seoul National University. His experience in these institutions has allowed him to develop and refine his innovative ideas in neural network technology.

Collaborations

He has collaborated with notable colleagues such as Donghyun Kang and Jintaek Kang, contributing to advancements in their shared field of expertise.

Conclusion

Soonhoi Ha's contributions to neural network processing through his patents and collaborations highlight his role as a significant innovator in the technology sector. His work continues to influence advancements in artificial intelligence and machine learning.