Company Filing History:
Years Active: 2025
Title: The Innovative Contributions of Dasol Han in Neural Network Technology
Introduction: Dasol Han, an accomplished inventor based in Suwon-si, South Korea, has made significant contributions to the field of neural network technology. With a focus on enhancing the performance of neural networks, Han's work is at the forefront of innovation in artificial intelligence.
Latest Patents: Han holds a patent titled "Method and apparatus for training neural network models to increase performance of the neural network models." This innovative patent discloses a comprehensive method that includes receiving input data and target data, pooling on a feature map extracted from the input data based on probabilities of each class, generating output data, determining a loss based on the comparison of output and target data, and training the neural network model based on that loss. The intricate details of this method show Han's forward-thinking approach to improving machine learning efficiencies.
Career Highlights: As an inventor at Samsung Electronics Co., Ltd., Dasol Han has been instrumental in developing cutting-edge technologies that push the boundaries of what is possible in artificial intelligence. His expertise in neural networks has positioned him as a key player in a leading global technology company.
Collaborations: Throughout his career, Han has collaborated with notable colleagues such as JaeWook Yoo and Dokwan Oh. These partnerships foster a productive environment that enhances innovation and leads to ongoing advancements in technology.
Conclusion: Dasol Han's contributions to neural network technology exemplify the spirit of innovation. His patent reflects a deep understanding of artificial intelligence, while his role at Samsung Electronics Co., Ltd. underscores his importance in the tech industry. As technology continues to evolve, the work of inventors like Han will undoubtedly shape the future of neural networks and AI.