This inventor holds 1 USPTO granted patent and 1 published patent application. Top assignee: Gm Global Technolgoy Operations, Inc.. Active years: 2022.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile
Company Filing History:
Years Active: 2022
Title: Alena Rodionova: Innovator in Deep Neural Network Optimization
Introduction
Alena Rodionova is a prominent inventor based in Philadelphia, PA (US). She has made significant contributions to the field of artificial intelligence, particularly in optimizing deep neural networks. Her innovative approach has garnered attention in the tech community.
Latest Patents
Alena holds a patent titled "Correctness preserving optimization of deep neural networks." This method focuses on reducing the number of neurons in a trained deep neural network (DNN). The process involves classifying layer types in hidden layers, evaluating the DNN's accuracy using a validation set, and generating a layer-specific ranking of neurons. By analyzing activation functions and determining activation scores, Alena's method effectively removes lower-ranked neurons without compromising the DNN's accuracy.
Career Highlights
Alena is currently employed at Gm Global Technology Operations, Inc., where she continues to develop her expertise in neural network optimization. Her work has positioned her as a key player in the advancement of AI technologies.
Collaborations
Alena collaborates with notable colleagues, including Prakash Mohan Peranandam and Ramesh Sethu. Their combined efforts contribute to the innovative projects at their company.
Conclusion
Alena Rodionova's work in optimizing deep neural networks showcases her dedication to advancing technology. Her patent reflects her innovative spirit and commitment to improving artificial intelligence applications.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile