Company Filing History:
Years Active: 1986
Title: Innovations of Chuan-Chieh Tan in Probabilistic Learning Elements
Introduction
Chuan-Chieh Tan is an accomplished inventor based in Orange, CT (US). He has made significant contributions to the field of pattern recognition through his innovative patents. With a total of 2 patents, Tan's work focuses on developing advanced probabilistic learning elements that enhance sequential pattern recognition.
Latest Patents
Tan's latest patents include a "Probabilistic Learning Element" and a "Probabilistic Learning Element Employing Context Driven Searching." The first patent describes a probabilistic learning element designed for task-independent sequential pattern recognition. This element processes sequences of objects and outputs recognized states composed of those objects. It utilizes multiple memory elements to store received objects in sequence and contextually learned information, including previously learned states and their associated knowledge. The element correlates received object sequences with learned information to provide conditional probabilities for possible recognized states. When a state is detected as ended, the most likely state sequence is outputted as a recognized sequence.
The second patent elaborates on a similar probabilistic learning element that employs context-driven searching. This element also receives sequences of objects and outputs recognized states. It features short-term memory for storing received objects in sequential context and long-term memories for previously learned states. The correlation between short-term and long-term memories is facilitated by using the context of short-term information as a pointer to long-term information. The element determines the most likely next state based on assigned probabilities and provides a rating of confidence in the recognized next state.
Career Highlights
Chuan-Chieh Tan is currently employed at Itt Corporation, where he continues to innovate in the field of pattern recognition. His work has significantly advanced the understanding and application of probabilistic learning elements.
Collaborations
Tan collaborates with notable colleagues, including Thomas B Slack and Jeffrey N Denenberg, contributing to a dynamic and innovative work environment.
Conclusion
Chuan-Chieh Tan's contributions to the field of probabilistic learning elements demonstrate his expertise and commitment to advancing technology in pattern recognition. His innovative patents reflect a deep understanding of complex systems and their applications.