Company Filing History:
Years Active: 2019
Title: Innovations by Brian Mayton in Hand-to-Mouth Behavior Detection
Introduction
Brian Mayton is an innovative inventor based in Somerville, MA (US). He has made significant contributions to the field of sensor technology, particularly in detecting hand-to-mouth behavior. His work is crucial for applications in health monitoring and behavioral interventions.
Latest Patents
Brian Mayton holds a patent for "Methods and apparatus for detecting hand-to-mouth behavior." This patent describes a sensor system that detects hand-to-mouth actions using an electrical bio-impedance spectrometer and an inertial measurement unit. The system is designed to be worn on the forearm, allowing for real-time monitoring and immediate interventions. The electrode positioning strategy enhances the device's sensitivity and accuracy. Additionally, machine learning algorithms are utilized to improve hand-to-mouth detection. A prototype of this sensor system has achieved 92% detection accuracy for recurrent usage by a single user and 90% accuracy for users that have not been previously encountered.
Career Highlights
Brian Mayton is affiliated with the Massachusetts Institute of Technology, where he continues to advance his research and development in sensor technologies. His work has the potential to impact various fields, including healthcare and behavioral science.
Collaborations
Some of his notable coworkers include Asaph Azaria and Joseph A Paradiso, who contribute to the innovative environment at the Massachusetts Institute of Technology.
Conclusion
Brian Mayton's work in developing a sensor system for detecting hand-to-mouth behavior showcases his commitment to innovation and technology. His contributions are paving the way for advancements in health monitoring and behavioral interventions.