Semisupervised autoencoder for sentiment analysis

Z Zhang, S Zhai - US Patent 11,205,103, 2021 - Google Patents
(57) ABSTRACT A method of modelling data, comprising: training an objec tive function of a
linear classifier, based on a set of labeled data, to derive a set of classifier weights; defining …

Method and apparatus for neuroenhancement to facilitate learning and performance

AI Poltroak - US Patent 11,717,686, 2023 - Google Patents
A method of facilitating a skill learning process or improving performance of a task,
comprising: determining a brainwave pattern reflecting neuronal activity of a skilled subject …

Method and apparatus for neuroenhancement to enhance emotional response

A Poltorak - US Patent 11,273,283, 2022 - Google Patents
A61M—DEVICES FOR INTRODUCING MEDIA INTO, OR ONTO, THE BODY; DEVICES FOR
TRANSDUCING BODY MEDIA OR FOR TAKING MEDIA FROM THE BODY; DEVICES FOR …

Method and apparatus for neuroenhancement

AI Poltorak - US Patent 11,723,579, 2023 - Google Patents
A method of facilitating a skill learning process or improving performance of a task,
comprising: determining a brainwave pattern reflecting neuronal activity of a skilled subject …

Method and apparatus for neuroenhancement to enhance emotional response

A Poltorak - US Patent 11,478,603, 2022 - Google Patents
A method of transplanting a desired emotional state from a donor to a recipient, comprising
determining an emotional state of the donor; recording neural correlates of the emotional …

System and method for inducing sleep by transplanting mental states

A Poltorak - US Patent 11,364,361, 2022 - Google Patents
A method of replicating a mental state of a first subject in a second subject comprising:
capturing a mental state of the first subject represented by brain activity patterns; and …

System and method of improving sleep

A Poltorak - US Patent 11,452,839, 2022 - Google Patents
NOESYZHRGYRDHS-UHFFFAOYSA-N insulin Chemical compound N1C (= O) C (NC (= O)
C (CCC (N)= O) NC (= O) C (CCC (O)= O) NC (= O) C (C (C) C) NC (= O) C (NC (= O) CN) C …

Method and apparatus for neuroenhancement to enhance emotional response

A Poltorak - US Patent 11,318,277, 2022 - Google Patents
NOESYZHRGYRDHS-UHFFFAOYSA-N insulin Chemical compound N1C (= O) C (NC (= O)
C (CCC (N)= O) NC (= O) C (CCC (O)= O) NC (= O) C (C (C) C) NC (= O) C (NC (= O) CN) C …

Authentication method and apparatus, and method and apparatus for training a recognizer

HAN SeungJu, B Yoo, HAN JaeJoon - US Patent 10,275,684, 2019 - Google Patents
An authentication method and apparatus, and a method and apparatus for training a
recognizer are provided. The authen tication method may include determining whether …

Methods and systems for advanced and augmented training of deep neural networks using synthetic data and innovative generative networks

A Yao, W Shandong, W Cheng, D Cai, L Wang… - US Patent …, 2022 - Google Patents
Methods and systems for advanced and augmented training of deep neural networks
(DNNs) using synthetic data and innovative generative networks. A method includes training …