THINKING CAP: COMBINING PERSONALIZED, MODEL-DRIVEN, AND ADAPTIVE HIGH DEFINITION TRANS-CRANIAL STIMULATION (HD-tCS) WITH FUNCTIONAL NEAR-INFRARED SPECTROSCOPY (fNIRS) AND ELECTROENCEPHALOGRAPHY (EEG) BRAIN STATE MEASUREMENT AND FEEDBACK

Patent №

US 10,071,245

Granted

2018-09-11

Filed 2016

Owner

HRL LABORATORIES, LLC

Lab

AI components

3

ml · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14987467

Described is system for mapping user behavior to brain regions of interest. Using a cognitive-behavior model, a behavioral task is selected that is suited for a desired brain state. Using a functional-anatomical model coupled to the cognitive-behavior model, a set of high-definition neurostimulations is selected to be applied to the user during performance of the selected behavioral task. The selected set of high-definition neurostimulations targets specific regions of the user's brain. Changes in the user's brain state are sensed during application of the set of high-definition neurostimulations and performance of the selected behavioral task using at least one brain monitoring technique. The coupled functional-anatomical and cognitive-behavior models are adapted until the desired brain state is reached.

Machine learningPlanningAI hardwareA61N 1/36025A61B 5/0075A61B 5/377A61N 1/0456A61N 1/0476A61N 1/0484A61N 1/36031A61N 1/36034+1 more

AI classification

AI hardware1.00
Planning0.82
Machine learning0.68
Speech0.01
Knowledge representation0.00
Natural language0.00
Evolutionary computation0.00
Vision0.00

Ownership

HRL LABORATORIES, LLC

assignment · 381900291

Assignors

PHILLIPS, MATTHEW E., ZIEGLER, MATTHIAS, PAYTON, DAVID W., MARTIN, CHARLES E.

On an employer assignment, the assignors are typically the inventors.

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