Company Filing History:
Years Active: 2018-2023
Title: The Innovative Contributions of So Won Kim in Deep Learning
Introduction
So Won Kim, a notable inventor based in Seoul, South Korea, has made significant strides in the field of deep learning with a portfolio of eight patents. His innovative work focuses on enhancing artificial neural networks and image processing methodologies, paving the way for advancements in various technological applications.
Latest Patents
One of So Won Kim's latest inventions is a "Weight Initialization Method and Apparatus for Stable Learning of Deep Learning Model Using Activation Function." This patent introduces an apparatus designed for deep learning applications, which includes an input unit to acquire and store training data, and a processor that optimizes learning through carefully calculated initial weights based on the configuration of the neural network. Another noteworthy patent is the "Method and Apparatus for Reconstructing Content Image Data." This method involves selecting points from multiple images to generate reference vectors and subsequently reconstructing content using calculated transformation values, showcasing innovation in image processing.
Career Highlights
Currently affiliated with Markany Inc., So Won Kim has established himself as a key contributor in the realm of neural network advancements. His impactful patents reflect a commitment to research and development in complex computation and data transformation, making him a significant figure in the tech industry.
Collaborations
Throughout his career, So Won Kim has collaborated with notable coworkers including Min Soo Park and Ji Seop Moon. These partnerships highlight the collaborative spirit within the field, further enhancing the innovative solutions derived from joint efforts.
Conclusion
So Won Kim's work exemplifies how innovative inventions can shape technology and industry practices. With a strong foundation in deep learning and image reconstruction, his patents influence both theoretical and practical approaches in artificial intelligence applications. As he continues to develop new methodologies at Markany Inc., the implications of his work are poised to advance the capabilities and efficiency of deep learning technologies.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.