Company Filing History:
Years Active: 2022-2023
Title: Innovations of Nicolas Sonnerat
Introduction
Nicolas Sonnerat is a prominent inventor based in London, GB. He has made significant contributions to the field of neural networks, particularly in learning visual concepts. With a total of 2 patents, his work is paving the way for advancements in artificial intelligence.
Latest Patents
Nicolas Sonnerat's latest patents focus on methods, systems, and apparatus for learning visual concepts using neural networks. One of the key methods involves receiving a new symbol input that comprises one or more symbols from a vocabulary. The process generates a new output image that depicts concepts referred to by the new symbol input. This includes processing the new symbol input using a symbol encoder neural network to generate a new symbol encoder output. Additionally, it involves sampling from the distribution parameterized by the new symbol encoder output to obtain respective values for various visual factors. Finally, a new image decoder input is processed using an image decoder neural network to generate the new output image.
Career Highlights
Nicolas Sonnerat is currently employed at DeepMind Technologies Limited, a leading company in artificial intelligence research. His work at DeepMind has allowed him to explore innovative solutions in the realm of neural networks and visual learning.
Collaborations
Nicolas collaborates with notable colleagues, including Alexander Lerchner and Irina Higgins. Their combined expertise contributes to the advancement of their projects and the overall mission of DeepMind.
Conclusion
Nicolas Sonnerat is an influential inventor whose work in neural networks is shaping the future of visual concept learning. His patents and contributions to DeepMind Technologies Limited highlight his commitment to innovation in artificial intelligence.