Helen Byrne

Title: Helen Byrne: Innovator in Neural Network Training Systems

Introduction

Helen Byrne is a prominent inventor based in Bristol, GB. She has made significant contributions to the field of data processing systems, particularly in the training of neural networks. Her innovative approach has led to the development of a unique patent that enhances the efficiency of neural network training.

Latest Patents

Helen Byrne holds a patent for a system having multiple processing unit sets for training neural networks. This data processing system comprises a first set of one or more processing units running one model of the neural network and a second set of one or more processing units running another model. The system includes data storage and an interconnect that facilitates the transfer of training data between the processing units. Each set of processing units evaluates loss during training iterations, incorporating a measure of dissimilarity between outputs from the different models. This dissimilarity measure is weighted according to a parameter that is updated throughout the training process.

Career Highlights

Helen Byrne is currently employed at Graphcore Limited, a company known for its cutting-edge technology in artificial intelligence and machine learning. Her work at Graphcore has positioned her as a key player in the advancement of neural network training methodologies.

Collaborations

Helen collaborates with talented individuals such as Luke Benjamin Hudlass-Galley and Carlo Luschi. These partnerships enhance her innovative efforts and contribute to the development of advanced technologies in the field.

Conclusion

Helen Byrne's contributions to neural network training systems exemplify her innovative spirit and dedication to advancing technology. Her patent and work at Graphcore Limited highlight her role as a leading inventor in the field.