Abstract: A method includes generating a trading performance model for a trading activity involving a set of decisions by a set of expert traders. The trading performance model includes a set of input data sets, a set of data processing workflows operating on the input data sets, and a set of trading decision outputs resulting from interaction of the expert traders with a user interface representing the trading performance model. The method includes generating a brain state model representing a sequential set of brain states of the set of expert traders that characterize brain states measured during the interactions of the expert traders with the user interface representing the trading performance model, assessing the quality of the trading decisions, determining a preferred pattern of trader brain state sequences, and modifying a subsequent trading activity.
Type:
Grant
Filed:
June 28, 2023
Date of Patent:
December 30, 2025
Assignee:
Optios, Inc.
Inventors:
Paul Sajda, Jacek Dmochowski, Pawel Gucik, Ben Londergan, Paul DeGuzman, Sam DeWitt
Abstract: To identify physiological states that are predictive of a person's performance, a system provides physiological and behavioral interfaces and a data processing pipeline. Physiological sensors generate physiological data about the person while performing a task. The behavioral interface generates performance data about the person while performing the task. The pipeline collects the physiological and performance data along with reference data from a population of people performing the same or similar tasks. In various implementations, the physiological states are brain states. In one implementation, the pipeline computes bandpower ratios.
Type:
Grant
Filed:
February 28, 2023
Date of Patent:
August 5, 2025
Assignee:
Optios, Inc.
Inventors:
David Bach, Suhas Chelian, Paul DeGuzman, Jacek Dmochowski, Amy Kruse, Will McBurnett, Steven L Miller, Thomas F. Nugent, III, Paul Sajda
Abstract: To identify physiological states that are predictive of a person's performance, a system provides physiological and behavioral interfaces and a data processing pipeline. Physiological sensors generate physiological data about the person while performing a task. The behavioral interface generates performance data about the person while performing the task. The pipeline collects the physiological and performance data along with reference data from a population of people performing the same or similar tasks. In various implementations, the physiological states are brain states. In one implementation, the pipeline computes bandpower ratios.
Type:
Grant
Filed:
July 5, 2019
Date of Patent:
March 14, 2023
Assignee:
Optios, Inc.
Inventors:
David Bach, Suhas Chelian, Paul Deguzman, Jacek Dmochowski, Amy Kruse, Will McBurnett, Steven L. Miller, Thomas F. Nugent, III, Paul Sajda