Company Filing History:
Years Active: 2023
Title: Innovations of Anthony Brohan
Introduction
Anthony Brohan is an accomplished inventor based in Palo Alto, CA. He is known for his contributions to the field of machine learning, particularly in the training of neural networks. With a focus on enhancing the efficiency and accuracy of machine learning tasks, Brohan has made significant strides in this innovative domain.
Latest Patents
Anthony Brohan holds a patent titled "Training neural networks using consistency measures." This patent encompasses methods, systems, and apparatus, including computer programs encoded on computer storage media, for training a neural network using consistency measures. One of the methods involves processing a specific training example from a mediator training data set using a first neural network to generate a first output for a primary machine learning task. Additionally, it includes processing the same training example using one or more second neural networks, each configured to produce a second output for respective secondary machine learning tasks. The process further entails determining a consistency target output for the first machine learning task and calculating an error between the first output and the consistency target output. Ultimately, this leads to generating a parameter update for the first neural network based on the determined errors. Brohan's innovative approach is encapsulated in his 1 patent.
Career Highlights
Anthony Brohan has made notable contributions during his career, particularly while working at Google Inc. His work focuses on advancing the capabilities of neural networks, which are crucial for various applications in artificial intelligence and machine learning. His expertise in this area has positioned him as a valuable asset in the tech industry.
Collaborations
Throughout his career, Anthony has collaborated with talented individuals such as Ariel Gordon and Soeren Pirk. These collaborations have fostered an environment of innovation and creativity, leading to advancements in their respective fields.
Conclusion
In summary, Anthony Brohan is a prominent inventor whose work in training neural networks has paved the way for advancements in machine learning. His contributions continue to influence the tech industry and inspire future innovations.