This inventor holds 9 USPTO granted patents. Top assignee: Oracle International Corporation. Active years: 2015-2023.
Location History:
- Belmont, CA (US) (2015 - 2023)
- Morrisville, NC (US) (2023)
Company Filing History:
Years Active: 2015-2023
Title: The Innovative Mind of Dmitry Golovashkin
Introduction
Dmitry Golovashkin is a prominent inventor based in Belmont, California. He has made significant contributions to the field of artificial intelligence and neural networks, holding a total of 9 patents. His work focuses on optimizing neural network algorithms and enhancing their efficiency.
Latest Patents
One of Dmitry's latest patents is the "Accelerated TR-L-BFGS algorithm for neural network." This innovative technique trains a multilayer perceptron, sparsifies edges of a graph, and stores edges and vertices efficiently. The algorithm allows a computer to perform a forward-backward pass on the perceptron to calculate a sparse Hessian matrix, which is crucial for quasi-Newton optimization. The process continues until convergence, ensuring optimal performance of the neural network.
Another notable patent involves "forming an artificial neural network by generating and forming tunnels." This concept focuses on selecting neurons with higher integrality from a pool of trained neural networks to create a 'tunnel.' This tunnel includes all input and output neurons, along with some hidden neurons, which are then merged to form a new neural network that can be trained further.
Career Highlights
Dmitry Golovashkin is currently employed at Oracle International Corporation, where he applies his expertise in neural networks and artificial intelligence. His innovative approaches have positioned him as a key player in the development of advanced technologies within the company.
Collaborations
Dmitry has collaborated with talented coworkers such as Vaishnavi A Sashikanth and Uladzislau Sharanhovich. Their combined efforts contribute to the advancement of their projects and the overall success of their initiatives.
Conclusion
Dmitry Golovashkin's contributions to the field of artificial intelligence and neural networks are noteworthy. His innovative patents and work at Oracle International Corporation highlight his commitment to advancing technology. His ongoing research and collaborations promise to yield further advancements in the industry.