Patents by Inventor JOSUE ORTEGA CARO

JOSUE ORTEGA CARO has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Publication number: 20220284288
    Abstract: The present disclosure relates to machine-learning generalization, and in particular to techniques for regularizing machine-learning The present disclosure relates to machine-learning generalization, and in particular to techniques for regularizing machine-learning models using biological systems (e.g. brain data) to engineer machine-learning-algorithms that can generalize better. Particularly, aspects are directed to a computer implemented method that includes measuring a plurality of biological responses (e.g. neural responses to stimuli or other variables such body movements); generating data (e.g. responses to stimuli) using the predictive model which can denoise biological data and extract task relevant information; scaling and transforming these predictions (e.g. measure representational similarities between stimuli); and using the biologically derived data to regularize machine-learning-algorithms.
    Type: Application
    Filed: September 24, 2020
    Publication date: September 8, 2022
    Applicants: BAYLOR COLLEGE OF MEDICINE, UNIVERSITY OF TUBINGEN
    Inventors: ANDREAS TOLIAS, ZHE LI, ZACHARY PITKOW, JOSUE ORTEGA CARO, ANKIT PATEL, JACOB REIMER, MATTHIAS BETHGE, FABIAN SINZ