Company Filing History:
Years Active: 2008-2010
Title: Lian Yan - Innovator in Neural Network Technology
Introduction
Lian Yan is a prominent inventor based in Chester Springs, PA (US). She has made significant contributions to the field of neural networks, particularly in the area of event prediction. With a total of 2 patents to her name, Lian is recognized for her innovative approaches to data classification and analysis.
Latest Patents
Lian Yan's latest patents focus on methods and systems for predicting the occurrence of an event. These embodiments are directed towards training a neural network with weighted connections for the classification of data. The methods include inputting training data into the neural network, processing this data to produce an output, and determining the error between the output and the desired result. The performance of the neural network is rated using an objective function, which is based on an approximation of the concordance index. This innovative approach allows for the adaptation of the neural network's weighted connections based on the results of the objective function.
Career Highlights
Lian currently works at Aureon Laboratories, Inc., where she applies her expertise in neural networks to develop advanced predictive systems. Her work is instrumental in enhancing the accuracy of event predictions, which can have significant implications in various fields, including healthcare.
Collaborations
Lian collaborates with notable colleagues such as Olivier Saidi and David Verbel, contributing to a dynamic and innovative work environment. Their combined efforts in research and development further advance the capabilities of neural network technologies.
Conclusion
Lian Yan is a trailblazer in the field of neural networks, with her innovative patents paving the way for advancements in event prediction. Her contributions at Aureon Laboratories, Inc. and collaborations with esteemed colleagues highlight her commitment to pushing the boundaries of technology.