PATENT CLAIM ANALYSIS

Application Number: 16257906
Application Type: Utility
Filing Date: 2019-01
Publication Date: 2019-07
Patent Classification: ["345", "633000"]

Abstract:
An augmented reality system and methods for improving augmented reality are presented herein. Such systems are configured to monitor the brain state of an individual and configured to create a feedback loop whereby the brain state of the individual modulates parameters of the augmented reality system, thereby changing the augmented reality presented to the individual and tailoring the augmented reality presented to the individual in real time to suit the particular needs of the individual at any particular moment in time. Also presented herein are methods designed to monitor the brain state of an individual and create a feedback loop whereby the brain state of the individual modulates parameters of the augmented reality system, thereby changing the augmented reality presented to the individual and tailoring the augmented reality presented to the individual in real time to suit the particular needs of the individual at any particular moment in time.

Claim (Index 20):
The method of  claim 19 , further comprising determining at least one effect of the change in the at least one parameter of the at least one augmented reality device by\n (iv) measuring brain activity of the subject after the change in the at least one parameter of the at least one augmented reality device and collecting particular electrical signal data representative of the brain activity of the subject; and (vi) interpreting the brain activity of the subject after the change in the at least one parameter of the at least one augmented reality device, wherein the interpreting, by the processor, when executing the set of software instructions stored in the non-transient computer-readable hardware storage medium, interprets brain activity of the subject after the change in the at least one parameter of the at least one augmented reality device, wherein the processor interprets brain activity by performing at least the following operations:\n 1) projecting, by the processor, in real time, the collected particular electrical signal data representative of the brain activity of the subject after the change in the at least one parameter of the at least one augmented reality device onto the pre-determined ordering of a denoised optimal set of wavelet packet atoms to obtain the particular set of projections of the subject after the change in the at least one parameter of the at least one augmented reality device; \n 2) normalizing, by the processor, in real time, the particular set of projections of the subject after the change in the at least one parameter of the at least one augmented reality device using the pre-determined set of normalization factors to form a particular set of normalized projections of the subject after the change in the at least one parameter of the at least one augmented reality device; \n 3) applying, by the processor, at least one machine learning algorithm to the particular set of normalized projections of the subject after the change in the at least one parameter of the at least one augmented reality device to determine, in real time, at least one particular normalized projection in the particular set of normalized projections which corresponds to the subject's electrical brain activity after the change in the at least one parameter of the at least one augmented reality device, wherein the processor determines the subject's electrical brain activity after the change in the at least one parameter of the at least one augmented reality device from the particular set of normalized projections of the subject; and \n 4) generating, by the processor, in real time, an indication of the electrical brain activity of the subject after the change in the at least one parameter of the at least one augmented reality device, wherein the indication correlates with an interpretation of the electrical brain activity of the subject after the change in the at least one parameter of the at least one augmented reality device; and \n 5) determining, by the processor, based on the interpretation of the electrical brain activity of the subject after the change in the at least one parameter of the at least one augmented reality device, whether a second change in the at least one parameter of the at least one augmented reality device caused a desired change in the at least one of the brain activity or other physiological parameters, thereby improving the augmented reality environment for the subject.

Metadata:
- Claim Count in Document: 19.0
- Percentile: 99.0
- Lexical Diversity: 3.42222
- Patent Class: 345.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15616503', '15045089', '15120348', '13540335', '13973146']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.6116004177089249
- 35 USC 102 Novelty (BERT): 0.4997902347118501
- Combined Prediction Score: 0.6004193994092174
- Mean Citation Score: 189.131564
- Max Citation Score: 244.55276
- Similarity Product: 169.57102419826032

Labels:
- Claim Label 101: 1
- Claim Label 102: 1
- Claim Label 103: 1
- Claim Label 112: 0
- Combined Label: 1
- Label 101 Adjusted: 1

Dataset: test