Stephen Robert Lawrence

Title: Innovations of Stephen Robert Lawrence

Introduction

Stephen Robert Lawrence is an accomplished inventor based in Indooroopilly, Australia. He has made significant contributions to the fields of object recognition and foreign exchange rate prediction. With a total of two patents to his name, Lawrence continues to push the boundaries of technology and innovation.

Latest Patents

Lawrence's latest patents include a "Method and apparatus for object recognition" and a "Method and apparatus for foreign exchange rate time series prediction." The first patent describes a hybrid neural network system for object recognition that incorporates local image sampling, a self-organizing map neural network, and a hybrid convolutional neural network. This innovative approach allows for dimensionality reduction and invariance to minor changes in image samples. The hybrid convolutional network is designed to extract successively larger features through a hierarchical set of layers. The second patent focuses on predicting foreign currency exchange rates by transforming time series data into a difference series, compressing it using a log transformation, and training neural networks on the resulting symbols to generate predictions.

Career Highlights

Stephen Robert Lawrence is currently employed at NEC Research Institute, Inc., where he applies his expertise in neural networks and data analysis. His work has garnered attention for its practical applications in both image recognition and financial forecasting.

Collaborations

Lawrence has collaborated with notable professionals in his field, including C Lee Giles, enhancing the impact of his research and innovations.

Conclusion

Stephen Robert Lawrence exemplifies the spirit of innovation through his groundbreaking patents and contributions to technology. His work continues to influence advancements in object recognition and financial prediction, showcasing the importance of research and development in today's world.