David C Barton

Title: The Innovative Mind of David C. Barton

Introduction

David C. Barton, based in Vancouver, WA, is a prolific inventor with an impressive portfolio of 12 patents. His contributions to the field of technology, particularly in spiking neural networks, showcase a deep understanding of complex algorithms and event detection systems.

Latest Patents

Barton’s latest patents include innovative methods and apparatuses aimed at enhancing cross-stream event detection. His work, titled "Method and apparatus for shared cross-stream event detection," focuses on identifying shared events across data streams characterized by significant stochastic content. Through a process of cross-correlation, Barton explores the relationship and rate of occurrence of cross-stream spike pairs. By establishing a Time of Discernment (TOD) and testing conjectured values against exponential decay rates, he has developed a statistically rigorous approach to determining shared events in neural networks.

Another notable patent, "Method and apparatus for cross correlation," presents a multi-stream cross-correlator designed for spiking neural networks. This invention treats each data stream as a Frame of Reference, facilitating a detailed timing analysis that improves the understanding of spiking events across these streams. The intricate methodologies developed in these patents demonstrate Barton’s commitment to advancing technological capabilities in neuroscience and data analysis.

Career Highlights

David C. Barton has a significant career history, being associated with renowned companies such as Hewlett-Packard Company and Sharp Laboratories of America, Inc. His roles in these organizations have allowed him to collaborate on cutting-edge projects and make substantial contributions to technological innovations.

Collaborations

Throughout his career, Barton has worked alongside esteemed colleagues, including William James Allen and Mark Gregory Hanley. These collaborations have enriched his inventions and expanded the impact of his work within the technology sector.

Conclusion

David C. Barton exemplifies the spirit of innovation through his extensive patent portfolio and collaborations with industry leaders. His groundbreaking work in neural network technologies not only advances scientific understanding but also paves the way for future innovations in data processing and analysis. As he continues to explore the realms of technology, his contributions will undoubtedly inspire future inventors and researchers in the field.