Patrick F Riley

Title: Innovations by Inventor Patrick F. Riley in Neural Networks

Introduction

Patrick F. Riley is an accomplished inventor based in Palo Alto, California, with a remarkable portfolio of 20 patents to his name. His expertise lies in the development of advanced neural network technologies that significantly contribute to data processing in various fields.

Latest Patents

Among Riley's latest innovations are two groundbreaking patents:

1. **Neural Network for Processing Graph Data**

This invention involves methods, systems, and apparatus, including computer programs encoded on computer storage media, aimed at enhancing the processing of graph data. It addresses how to receive graph data representing an input graph and generate order-invariant features using a neural network comprising multiple subnetworks for data representation.

2. **Neural Network for Processing Aptamer Data**

This patent focuses on methods for processing data that define the sequence of an aptamer, which is crucial in understanding molecular interactions. The innovation employs a neural network to predict the binding strength of aptamers to specific target molecules, enhancing the capabilities in biochemistry and molecular biology.

Career Highlights

Patrick F. Riley is currently affiliated with Google Inc., where he applies his knowledge of neural networks to solve complex problems. His work at Google has positioned him as a key contributor to advancements in artificial intelligence and data processing techniques.

Collaborations

Throughout his career, Riley has collaborated with esteemed colleagues such as Ramanathan V. Guha and Corin Anderson. These collaborations have fostered an environment of innovation, leading to the development of cutting-edge technologies in the artificial intelligence sector.

Conclusion

With his extensive experience and contributions to the field of neural networks, Patrick F. Riley continues to push the boundaries of technology. His patents not only reflect his ingenuity but also have the potential to revolutionize how data is processed in various applications, making him a significant figure in the landscape of modern inventions.