This inventor holds 1 USPTO granted patent. Top assignee: National Technology & Engineering Solutions of Sandia, LLC. Active years: 2026.
Company Filing History:
Years Active: 2026
Title: Ryan Anthony Dellana: Innovator in Neural Network Robustness
Introduction
Ryan Anthony Dellana is a notable inventor based in Albuquerque, NM (US). He has made significant contributions to the field of artificial intelligence, particularly in enhancing the robustness of neural networks. His innovative approach has garnered attention in the tech community.
Latest Patents
Dellana holds a patent for a method titled "Neural network robustness via binary activation." This method focuses on increasing the robustness of artificial neural networks by defining a network that comprises a number of bounded ramp activation functions. The training process is iterative and layer-by-layer, with each iteration aimed at increasing the slope of the activation functions toward a discrete threshold activation. The process continues until the activation functions converge, resulting in a network that exhibits spiking behavior. Additionally, the method explores weight agnostic neural networks, where nodes consist of fixed shared weights. A subset of networks is identified that is compatible with neuromorphic hardware, and these networks are tested with various shared weight values to generate performance scores.
Career Highlights
Ryan Anthony Dellana is currently employed at National Technology & Engineering Solutions of Sandia, LLC. His work there involves cutting-edge research and development in the field of neural networks and artificial intelligence. His innovative contributions have positioned him as a key figure in his organization.
Collaborations
Dellana collaborates with various professionals in his field, including his coworker William Mark Severa. Their combined expertise enhances the research and development efforts at their organization.
Conclusion
Ryan Anthony Dellana is a pioneering inventor whose work in neural network robustness is shaping the future of artificial intelligence. His innovative methods and dedication to research continue to make a significant impact in the tech industry.