This inventor holds 1 USPTO granted patent and 4 published patent applications and 1 EPO patent. Top assignee: Deepmind Technologies Limited. Active years: 2025.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile
Company Filing History:
Years Active: 2025
Title: David William Saxton: Innovator in Neural Network Optimization
Introduction
David William Saxton is a prominent inventor based in London, GB. He has made significant contributions to the field of artificial intelligence, particularly in neural network optimization. His innovative approach focuses on enhancing the training processes of neural networks, which are crucial for various applications in machine learning.
Latest Patents
David holds a patent titled "Neural network optimization using curvature estimates based on recent gradients." This patent encompasses methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for training a neural network by estimating the objective function curvature based on current and previous gradients. The method involves sampling a batch of training data and determining the current gradient of the objective function at each iteration. It also includes estimating the curvature of the objective function and updating the neural network parameters accordingly. This innovative approach aims to improve the efficiency and effectiveness of neural network training.
Career Highlights
David is currently associated with DeepMind Technologies Limited, a leading company in artificial intelligence research and development. His work at DeepMind focuses on advancing the capabilities of neural networks, contributing to the company's mission of solving complex problems through AI.
Collaborations
David has collaborated with notable colleagues, including Eshaan Nichani and Misha Man Denil. These collaborations have fostered a creative environment that encourages the exchange of ideas and innovative solutions in the field of AI.
Conclusion
David William Saxton is a key figure in the realm of neural network optimization, with a patent that showcases his innovative methods for enhancing AI training processes. His contributions at DeepMind Technologies Limited and collaborations with fellow researchers highlight his commitment to advancing artificial intelligence.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile