Company Filing History:
Years Active: 2024
Title: Elise Van Der Pol: Innovator in Neural Networks
Introduction
Elise Van Der Pol is a prominent inventor based in Amsterdam, Netherlands. She has made significant contributions to the field of neural networks, focusing on methods that enhance their functionality and adaptability. With a total of 2 patents, her work is paving the way for advancements in artificial intelligence and machine learning.
Latest Patents
Elise's latest patents include innovative methods for configuring neural networks. One of her patents, titled "Configuring a neural network for equivariant or invariant behavior," outlines a method designed to map measured data to one or more output variables. This method specifies transformations of the measured data that induce the output variables to exhibit invariant or equivariant behavior. Additionally, it involves setting up equations that link desired invariance or equivariance with the architecture of the neural network. By solving these equations, features are obtained that characterize the desired architecture and distribution of weights within the neural network.
Another notable patent is "Physical environment interaction with an equivariant policy." This patent describes a computer-implemented method for interacting with a physical environment according to a policy that determines action probabilities based on observable states. The policy includes a neural network that applies a linear combination of equivariant base weight matrices to determine these probabilities, ensuring that the output is consistent across various transformations of the input.
Career Highlights
Throughout her career, Elise has worked with esteemed companies such as Robert Bosch GmbH and SAP SE. Her experience in these organizations has allowed her to refine her skills and contribute to groundbreaking projects in the field of technology.
Collaborations
Elise has collaborated with notable individuals in her field, including Michael Herman and Max Welling. These partnerships have further enriched her work and expanded her impact on the industry.
Conclusion
Elise Van Der Pol is a trailblazer in the realm of neural networks, with her innovative patents and collaborations marking her as a key figure in advancing artificial intelligence. Her contributions are set to influence the future of technology significantly.