Ziming He

Title: Ziming He: Innovator in Digital Pre-Distortion Techniques

Introduction

Ziming He is a notable inventor based in Cambridge, GB. He has made significant contributions to the field of digital pre-distortion techniques for radio frequency power amplifiers. His innovative work has led to the development of advanced neural network models that enhance the performance of RF power amplifiers.

Latest Patents

Ziming He holds a patent for "Residual neural network models for digital pre-distortion of radio frequency power amplifiers." This patent describes techniques and models that utilize bidirectional recurrent neural network (BiRNN)-based digital pre-distortion methods. The system implements residual learning and long short-term memory (LSTM) projection layer features, which help reduce computational complexity and memory requirements. The unconventional techniques he applied provide several advantages, including reduced training complexity and faster convergence speeds.

Career Highlights

Ziming He is currently employed at Samsung Electronics Co., Ltd. His work at this leading technology company has allowed him to focus on innovative solutions in the field of RF power amplifiers. His expertise in neural networks and digital pre-distortion has positioned him as a key contributor to advancements in this area.

Collaborations

Ziming He collaborates with Fei Tong, who is also involved in similar research and development efforts. Their partnership enhances the potential for innovation in their projects.

Conclusion

Ziming He is a prominent inventor whose work in digital pre-distortion techniques has made a significant impact on the field of radio frequency power amplifiers. His contributions continue to drive advancements in technology and innovation.