Company Filing History:
Years Active: 2011-2023
Title: Innovative Contributions of Nak-woo Sung in Neural Network Technologies
Introduction
Nak-woo Sung is a prominent inventor based in Yongin-si, South Korea, known for his significant contributions to the field of artificial intelligence and neural networks. With a total of nine patents to his name, he has made substantial advancements in the quantization of artificial neural networks, which are crucial for optimizing their performance in various applications.
Latest Patents
Among his notable patents are the following two inventions:
1. **Method and apparatus for quantizing artificial neural network**: This patent describes an artificial neural network (ANN) quantization method that involves generating an output ANN by quantizing the input ANN. The process includes obtaining second parameters by quantizing first parameters of the input ANN, acquiring a sample distribution from an intermediate ANN, and determining a fractional length for the sample distribution through further quantization.
2. **Method and apparatus for generating fixed point neural network**: In this invention, Nak-woo details a method for creating a fixed point neural network. This involves selecting an object layer from the neural network, forming a candidate parameter set for quantization, determining an update parameter value based on the neural network's performance, and updating the quantization parameter in relation to the object layer accordingly.
Career Highlights
Nak-woo Sung's career has been defined by his position at Samsung Electronics Co., Ltd., where he has utilized his expertise to explore innovative solutions in neural network technologies. His work has not only fostered advancements in AI frameworks but has also positioned the company as a leader in this rapidly evolving field.
Collaborations
Throughout his career, Nak-woo has collaborated with talented coworkers such as Han-young Yim and Do-yun Kim. Their combined efforts have further strengthened the innovative landscape at Samsung, driving cutting-edge research and development in artificial intelligence.
Conclusion
Nak-woo Sung's inventive contributions and extensive patent portfolio illustrate his dedication to advancing neural network technologies. His work at Samsung Electronics Co., Ltd. highlights the importance of collaboration in fostering innovation, paving the way for future advancements in artificial intelligence and machine learning applications.
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