Company Filing History:
Years Active: 2015-2020
Title: Zhi-Hong Mao: Innovator in Deep Learning and Human-Machine Interfaces
Introduction
Zhi-Hong Mao is a prominent inventor based in Sewickley, PA (US). He has made significant contributions to the fields of deep learning and human-machine interfaces. With a total of 2 patents, his work is at the forefront of technological innovation.
Latest Patents
Mao's latest patents include groundbreaking methods for classifying swallows and developing synergy-based human-machine interfaces. The first patent, titled "Deep learning for classification of swallows," describes a method that involves obtaining vibration data indicative of the vibrations resulting from a swallow. This data is then processed using a computer-implemented deep learning classifier to accurately classify the swallow. The system includes a computing device equipped with a processor that receives the vibration data and utilizes the deep learning classifier, which may consist of a single layer or a multi-layer Deep Belief network.
The second patent, "Human-machine interface based on task-specific temporal postural synergies," presents a synergy-based interface that employs low-dimensional command signals to control a high-dimensional virtual, robotic, or paralyzed human hand. This innovative approach extracts temporal postural synergies from the angular velocities of finger joints of healthy subjects performing hand movements similar to daily activities. The extracted synergies are utilized in real-time brain control, allowing for the manipulation of virtual or real-world objects.
Career Highlights
Zhi-Hong Mao is affiliated with the University of Pittsburgh, where he continues to advance research in his areas of expertise. His work has garnered attention for its potential applications in various fields, including healthcare and robotics.
Collaborations
Mao collaborates with notable colleagues such as Ramana Kumar Vinjamuri and Wei Wang, contributing to a dynamic research environment that fosters innovation and discovery.
Conclusion
Zhi-Hong Mao's contributions to deep learning and human-machine interfaces exemplify the impact of innovative thinking in technology. His patents reflect a commitment to advancing the capabilities of machines to interact with humans in meaningful ways.