Company Filing History:
Years Active: 2021-2025
Title: Ulf Grossekathöfer: Innovator in Neural Network Training and Sleep Detection Technologies
Introduction
Ulf Grossekathöfer is a prominent inventor based in Eindhoven, Netherlands. He has made significant contributions to the fields of neural networks and sleep detection technologies. With a total of four patents to his name, Grossekathöfer is recognized for his innovative approaches to complex problems in these areas.
Latest Patents
Grossekathöfer's latest patents include groundbreaking systems and methods for training first and second neural network models. This patent describes a system that comprises a memory with instruction data and a processor that executes these instructions. The processor sets a weight in the second model based on a corresponding weight in the first model, trains the second model on a first dataset, and updates the weights accordingly.
Another notable patent focuses on enhancing deep sleep based on information from frontal brain activity monitoring sensors. This invention addresses the challenge of achieving high accuracy in NREM stage N3 sleep detection using frontal electrodes. The solution involves a deep neural network (DNN) that detects sleep using only frontal electrodes, enhancing N3 detection through post-processing of DNN outputs.
Career Highlights
Grossekathöfer has built a successful career at Koninklijke Philips Corporation N.V., where he has been instrumental in developing innovative technologies. His work has significantly advanced the understanding and application of neural networks and sleep monitoring systems.
Collaborations
Throughout his career, Grossekathöfer has collaborated with notable colleagues, including Erik Bresch and Gary Nelson Garcia Molina. These collaborations have further enriched his contributions to the field.
Conclusion
Ulf Grossekathöfer is a distinguished inventor whose work in neural networks and sleep detection technologies has made a lasting impact. His innovative patents reflect his commitment to advancing technology and improving human health.
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