Zheng Ma

Title: Zheng Ma: Inventor of a Deep Sound Stimulation System for Sleep Regulation

Introduction

Zheng Ma is an inventor associated with Shenzhen, China. His work includes a patent for a sound-based system designed to support sleep regulation and improve sleep quality. The patent record provided lists 1 patent.

Latest Patents

Ma’s patent, “Deep Sound Stimulation System and Method for Sleep Regulation,” describes using a deep neural network to select and optimize sound stimuli intended to improve sleep. The system evaluates sound patterns to identify those predicted to produce favorable sleep electroencephalograph (EEG) characteristics. It then applies the selected sound to a person and uses closed-loop optimization to adjust the stimulus, aiming to strengthen sleep-wave activity across different sleep stages.

The invention addresses the challenge of choosing and optimizing sounds—including music, speech, natural sounds, and white or colored noise—for sleep assistance.

Career Highlights

Ma has been associated with the Chinese Academy of Sciences and Huawei Technologies Co., Ltd. His patent combines neural-network analysis with sound stimulation and feedback-based adjustment, applying computational methods to sleep-related technology.

Collaborations

Huihui Zhou and Jin Xie are identified as Ma’s coworkers.

Conclusion

Zheng Ma’s patented system explores how neural networks and adaptive sound stimulation can be used to support sleep regulation, reflecting an intersection of artificial intelligence, signal processing, and human health technology.