Company Filing History:
Years Active: 2022-2025
Title: Innovations by Wonjo Lee in Neural Network Quantization
Introduction
Wonjo Lee is a prominent inventor based in Uiwang-si, South Korea. He has made significant contributions to the field of neural networks, particularly in the area of quantization. With a total of seven patents to his name, Lee's work is at the forefront of technological advancements in artificial intelligence.
Latest Patents
Among his latest patents, Lee has developed a "Method and apparatus for neural network quantization." This innovation involves generating a quantized neural network by learning from an initial neural network, analyzing weight differences, and determining which layers can be quantized with lower-bit precision. Another notable patent is the "Method and apparatus for generating fixed-point quantized neural network." This method focuses on analyzing statistical distributions of floating-point parameter values and determining fixed-point expressions for each channel, ultimately leading to the creation of a fixed-point quantized neural network.
Career Highlights
Lee is currently employed at Samsung Electronics Co., Ltd., where he continues to push the boundaries of technology. His work has not only advanced the field of neural networks but has also contributed to the broader landscape of artificial intelligence applications.
Collaborations
Lee collaborates with talented individuals such as Seungwon Lee and Junhaeng Lee, enhancing the innovative environment at Samsung Electronics. Their combined expertise fosters a culture of creativity and technological advancement.
Conclusion
Wonjo Lee's contributions to neural network quantization exemplify the innovative spirit of modern technology. His patents reflect a deep understanding of artificial intelligence and its potential applications.
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.