Company Filing History:
Years Active: 1986
Title: The Innovations of Allen R. Smith
Introduction
Allen R. Smith is a notable inventor based in Shelton, CT (US). He has made significant contributions to the field of pattern recognition through his innovative work. His expertise lies in developing advanced learning elements that enhance the capabilities of machines in recognizing patterns.
Latest Patents
One of Allen R. Smith's key patents is the "Probabilistic Learning Element." This invention focuses on performing task-independent sequential pattern recognition. The probabilistic learning element receives sequences of objects and outputs sequences of recognized states composed of those objects. It utilizes multiple memory elements to store received objects in sequence and to retain learned information, including previously learned states and their associated objects. The element correlates sequences of received objects with learned information to provide conditional probabilities for possible sequences of recognized states. When a state is detected as having ended, the most likely state sequence is determined and outputted as a recognized sequence. The memory system is organized contextually, employing tree structures that facilitate efficient searching and eliminate unnecessary searches. Additionally, the element derives support coefficients to assess the availability of information during calculations, combining these with conditional probabilities to generate a confidence rating. When this rating surpasses a predetermined threshold, the recognized state sequence is stored as a learned state sequence.
Career Highlights
Allen R. Smith is currently associated with ITT Corporation, where he continues to innovate and contribute to advancements in technology. His work has had a profound impact on the field of pattern recognition, showcasing his ability to blend theoretical knowledge with practical applications.
Collaborations
Throughout his career, Allen has collaborated with talented individuals such as Chuan-Chieh Tan and Thomas B. Slack. These collaborations have further enriched his work and contributed to the development of innovative solutions in the industry.
Conclusion
Allen R. Smith's contributions to the field of pattern recognition through his patented innovations demonstrate his expertise and commitment to advancing technology. His work continues to influence the way machines learn and recognize patterns, paving the way for future advancements in this critical area.