This inventor holds 1 USPTO granted patent and 1 published patent application. Top assignee: Nvidia Corporation. Active years: 2025.
Company Filing History:
Years Active: 2025
Title: Simon Layton: Innovator in Neural Network Training
Introduction
Simon Layton is a prominent inventor based in West Hartford, CT (US). He has made significant contributions to the field of artificial intelligence, particularly in the training of neural networks. His innovative approach has led to advancements that enhance the efficiency of machine learning processes.
Latest Patents
Layton holds a patent titled "Distributed weight update for backpropagation of a neural network." This invention improves the speed of training a neural network by enabling the parallel updating of weights. In at least one embodiment, after backpropagation, gradients are distributed to multiple processors, each calculating a portion of the updated weights. This method significantly accelerates the training process, making it more efficient.
Career Highlights
Simon Layton is currently employed at Nvidia Corporation, a leading company in graphics processing and AI technology. His work at Nvidia has allowed him to be at the forefront of innovations in neural network training. With a focus on enhancing machine learning capabilities, Layton's contributions are vital to the company's mission of advancing AI technology.
Collaborations
Layton has collaborated with notable colleagues such as Sharan Chetlur and Natalia Gimelshein. These partnerships have fostered a creative environment that encourages the development of groundbreaking technologies in the field of artificial intelligence.
Conclusion
In summary, Simon Layton is an influential inventor whose work in neural network training has made a significant impact on the field of artificial intelligence. His innovative patent and contributions at Nvidia Corporation highlight his role as a key player in advancing technology.