Company Filing History:
Years Active: 2020-2025
Title: Innovations of Christopher James Dyer
Introduction
Christopher James Dyer is a notable inventor based in London, GB. He has made significant contributions to the field of technology, particularly in the areas of decoding methods and neural network systems. With a total of five patents to his name, Dyer continues to push the boundaries of innovation.
Latest Patents
Dyer's latest patents include "Beam search decoding with forward-looking scores" and "Graph neural network systems for generating structured representations of objects." The first patent describes methods and systems for beam search decoding, which involves initializing beam data that specifies a set of k candidate output sequences and their respective total scores. The process includes updating the beam data at various decoding steps, generating score distributions, and computing total scores for expanded sequences. The second patent focuses on a neural network system designed to generate a graph comprising a set of nodes and edges. This system utilizes one or more neural networks to represent a probability distribution over sequences of node and edge generating decisions.
Career Highlights
Dyer is currently employed at DeepMind Technologies Limited, where he applies his expertise in artificial intelligence and machine learning. His work has contributed to advancements in the understanding and implementation of complex algorithms.
Collaborations
Some of Dyer's notable coworkers include Yujia Li and Oriol Vinyals. Their collaborative efforts have further enhanced the innovative projects at DeepMind Technologies Limited.
Conclusion
Christopher James Dyer is a prominent inventor whose work in decoding methods and neural networks has made a significant impact in technology. His contributions continue to inspire advancements in artificial intelligence and machine learning.
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