Object recognition using a convolutional neural network trained by principal component analysis and repeated spectral clustering

BMTH Romenij, SA Sureshjani - US Patent 10,713,563, 2020 - Google Patents
A method of object recognition trains a convolutional neural network (CNN) with a set of
training images, then classifies an image of an object using the trained CNN. A first layer of …

Systems and methods for self-supervised learning based on naturally-occurring patterns of missing data

L Foschini, F Jankovic, RM Kainkaryam… - US Patent …, 2024 - Google Patents
Disclosed is a method comprising accessing, by a machine learning system, a set of data
records for a plurality of users, the data records representative of physical statistics …

Active learning for wearable health sensor

L Foschini, A Varsavsky, RM Kainkaryam - US Patent 12,027,277, 2024 - Google Patents
An active learning system can analyze a dataset of users with self-reported symptoms and
associated data from wearable devices to train a baseline machine learning model to predict …

Sensor-based machine learning in a health prediction environment

L Foschini, E Caddigan, RM Kainkaryam - US Patent 12,142,386, 2024 - Google Patents
A machine learning prediction system can analyze a dataset of users with self-reported
symptoms and associated data from a wearable device to impact measure the impact of an …

Artificial intelligent system including pre-processing unit for selecting valid data

SE Kim, SM Park, KI Oh, TW Kang, MJ Park… - US Patent …, 2022 - Google Patents
Provided is an artificial intelligence system. The system includes a first sensor configured to
generate a first sensing signal during a sensing time, a second sensor disposed adjacent to …