Location History:
- Brookline, MA (US) (1994)
- Wellesly, MA (US) (2007)
- Wellesley, MA (US) (1996 - 2022)
Company Filing History:
11 out of 8,369 
2 out of 27,394 
2 out of 9,364 
Years Active: 1994-2022
Title: Gregory W. Wornell: A Pioneer in Neural Networks and Object Detection
Introduction
Gregory W. Wornell, based in Wellesley, MA, is a distinguished inventor with a remarkable portfolio comprising 16 patents. His contributions primarily focus on advancements in artificial intelligence, particularly in neural networks and object detection technologies. Wornell's innovative work has significant implications in various industries, including autonomous vehicles and data classification.
Latest Patents
One of Wornell's latest patents pertains to "Multi-source transfer learning from pre-trained networks." This patent outlines a method for training a first neural network to produce both intermediate and final feature functions, ultimately enhancing classification accuracy. This approach employs a second neural network that utilizes these outputs to refine its learning based on specific target task samples.
Another noteworthy patent by Wornell is centered around "Systems and methods of detecting moving obstacles." This invention offers solutions for detecting occluded objects through the analysis of shadow information, allowing systems to anticipate obstacles hidden from direct view. By utilizing dynamic threshold analysis on enhanced images, the system effectively identifies weakly visible shadows, thus enabling an autonomous vehicle to respond appropriately to impending hazards.
Career Highlights
Wornell’s career includes notable positions at esteemed organizations such as the Massachusetts Institute of Technology (MIT) and Hewlett-Packard Development Company, L.P. His tenure at these institutions allowed him to contribute to cutting-edge research and development, significantly influencing modern technological advancements.
Collaborations
Throughout his career, Wornell has collaborated with prominent figures in the field, including Brian Chen and John George Apostolopoulos. These partnerships have fostered innovation and have led to the successful development of groundbreaking technologies.
Conclusion
Gregory W. Wornell's contributions to the fields of artificial intelligence and object detection illustrate his role as a leading inventor. With a strong foundation in research and collaboration, Wornell continues to push the boundaries of technology through his innovative patents, paving the way for future advancements in these critical areas.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.