Granted Patent B2

US 12,376,800 · App. 16/820,647 · Granted Aug 5, 2025

Inventors: James William Phillips (Fountain Valley, CA); Yi Jin (Irvine, CA)

Assignee: Wave Neuroscience, Inc.

A61B5/7225A61B5/374A61B5/7257

Abstract

Claims (42)

1. A computer-implemented system for determining an intrinsic alpha frequency of a subject comprising:

an input device operable to receive a first time domain EEG recording of a subject;

a digital processing device comprising an operating system operable to perform executable instructions and a memory; and

a computer program including instructions executable by the digital processing device configured to discriminate a valid intrinsic alpha frequency of at least one time domain EEG recording of a subject, wherein the instructions, when executed by the digital processing device, are configured to:

determine an intrinsic alpha frequency for a plurality of epochs,

automatically determine when the intrinsic alpha frequency is a valid intrinsic alpha frequency, wherein the valid intrinsic alpha frequency comprises:

a standard deviation between the plurality of epochs of less than a standard deviation threshold, and

a mean intrinsic alpha frequency for the plurality of epochs between 8.0 Hz to 13.0 Hz,

set a final intrinsic alpha frequency (fIAF) to the mean intrinsic alpha frequency when the time domain EEG recording has the valid intrinsic alpha frequency, and

determine that the first time domain EEG recording is suspect when the time domain EEG recording does not have the valid intrinsic alpha frequency; and

a therapy device configured to deliver low amplitude stimulation at the valid intrinsic alpha frequency when the time domain EEG recording has the valid intrinsic alpha frequency.

2. The system of claim 1 , wherein:

the input device is operable to receive a second time domain EEG recording and a third time domain EEG recording of the subject; and

the instructions, when executed by the digital processing device, are configured to:

compute a range of intrinsic alpha frequencies of the first time domain EEG recording, a second time domain EEG recording, and a third time domain EEG recording; and

set a mean of the range of the intrinsic alpha frequencies to the final intrinsic alpha frequency (fIAF) when a valid intrinsic alpha frequency is not obtained using the first time domain EEG recording, the second time domain EEG recording, and the third time domain EEG recording and when the range of the intrinsic alpha frequencies is less than 2.0 Hz.

3. The system of claim 1 , wherein the therapy device is a Neuro-EEG Synchronization Therapy (NEST) device.

4. The system of claim 1 , wherein the EEG recording is obtained from an EEG sensor external to the computer-implemented system; and if the time domain EEG recording does not have a stable intrinsic alpha frequency, any subsequent time domain EEG recordings are obtained from an EEG sensor external to the computer-implemented system.

5. The system of claim 1 , wherein the instructions, when executed by the digital processing device, are configured to:

output the fIAF when the time domain EEG recording has the valid intrinsic alpha frequency.

6. The system of claim 1 , wherein the instructions, when executed by the digital processing device, are configured to:

continue to sequentially evaluate one or more subsequent time domain EEG recordings to obtain a valid intrinsic alpha frequency from the one or more subsequent time domain EEG recordings.

7. The system of claim 6 , wherein a total number of time domain EEG recordings is a predetermined number, wherein the total number of time domain EEG recordings comprises the first time domain EEG recording and the one or more subsequent time domain EEG recordings.

8. The system of claim 7 , wherein the predetermined number is eight.

9. The system of claim 1 , wherein the instructions, when executed by the digital processing device, are configured to:

output a message to an output device that the valid intrinsic alpha frequency cannot be found when the valid intrinsic alpha frequency is not determined within a predetermined number of time domain EEG recordings.

10. The system of claim 1 , wherein the instructions, when executed by the digital processing device, are configured to:

filter the first time domain EEG recording using a high pass filter.

11. The system of claim 1 , wherein the first time domain EEG recording of the subject has an EEG recording length greater than an EEG recording length threshold.

12. The system of claim 1 , wherein the instructions, when executed by the digital processing device, are configured to:

convert the first time domain EEG recording to a first frequency domain EEG recording using a Fast Fourier Transform (FFT).

13. The system of claim 12 , wherein the instructions, when executed by the digital processing device, are configured to:

filter the first frequency domain EEG recording using a smoothing filter.

14. The system of claim 12 , wherein the instructions, when executed by the digital processing device, are configured to:

determine a frequency of a peak location of the first frequency domain EEG recording in a predetermined frequency window.

15. The system of claim 14 , wherein the predetermined frequency window is outside the EEG alpha band by one or more of 0.5 Hz, 1.0 Hz, 1.5 Hz, or 2.0 Hz.

16. The system of claim 12 , wherein a sampling rate when converting the first time domain EEG recording to the first frequency domain EEG recording using the FFT is greater than or equal to 128 Hz.

17. The system of claim 12 , wherein a resolution when converting the first time domain EEG recording to the first frequency domain EEG recording using the FFT is greater than or equal to 1024 points.

18. The system of claim 1 , wherein the first time domain EEG recording comprises a single-channel EEG.

19. The system of claim 1 , wherein one or more of:

the standard deviation threshold is 0.75, or

an EEG recording length for the first time domain EEG recording of the subject is greater than or equal to 128 seconds.

Assignments (2)

Continuity (3)

References Cited (221)