Andrew Charles Coon

Title: Andrew Charles Coon: Innovator in Neural Network Classification Systems

Introduction

Andrew Charles Coon is a notable inventor based in Columbia, MD (US). He has made significant contributions to the field of neural networks and sonar technology. With a total of 2 patents, his work focuses on developing advanced classification systems that enhance the capabilities of sonar detection in challenging environments.

Latest Patents

Coon's latest patents include "Genetically Adaptive Neural Network Classification Systems and Methods" and "Projectile Sonar." The genetically adaptive neural network systems provide environmentally adaptable classification algorithms, particularly useful in multi-static active sonar classification. This innovation allows for in-situ training with data collected at the onset of data collection, improving the classification of sonar energy detections in difficult littoral environments. The training process is supervised and refined, with candidate weight vectors evolving through genetic-based search procedures.

The "Projectile Sonar" patent describes a system where shells fired from a ship create underwater explosions that drive a sonar system. Sonobuoys and ship-towed arrays measure the acoustic signals generated by these explosions. A ship processing component analyzes the signals to locate reflections of objects within them. The system also includes an adjustable fuze on the shell to control the depth of the explosion, making it particularly effective for detecting objects in littoral environments.

Career Highlights

Coon has worked with several prominent companies, including BBN Technologies Corporation and BBN Solutions LLC. His experience in these organizations has contributed to his expertise in developing innovative technologies in sonar and neural networks.

Collaborations

Throughout his career, Coon has collaborated with notable individuals such as Gary Dana Butler and Robert Warren Kanyuck. These partnerships have played a crucial role in advancing his research and development efforts.

Conclusion

Andrew Charles Coon is a distinguished inventor whose work in neural network classification systems and sonar technology has made a significant impact in the field. His innovative patents and collaborations highlight his commitment to advancing technology for practical applications.