IP Library Granted Patent US 11,334,412
Granted Patent B2
US 11,334,412 · App. 17/201,654 · Granted May 17, 2022

Digital backed flash refresh

Inventors: Kurt F. Busch (Laguna Hills, CA); Jeremiah H. Holleman, III (Davidson, NC); Pieter Vorenkamp (Laguna Beach, CA); Stephen W. Bailey (Irvine, CA)
Assignee: Syntiant
G06F11/0757G06F11/073G06F11/079G06F11/0793G06N3/0635G06N3/08G06N3/105
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Quick Facts
Patent No.
US 11,334,412
App. No.
17/201,654
Granted
May 17, 2022
Kind
B2
Abstract

A method comprising the steps of responding to expiration of a timer, transmitting a signal from the timer to circuitry; responsive to receiving the signal, retrieving by the circuitry (i) first values stored in an analog array, and (ii) second values stored in a digital non-volatile memory; performing, by the circuitry, operations comprising a comparison of the first values and the second values; analyzing, by the circuitry, results of the comparison to determine whether an error is greater than or equal to a predefined threshold; responsive to determining the error is greater than or equal to the predefined threshold, initiating, by the circuitry, operations to reprogram the analog array with the second value is described.

Claims (26)

1. A method, comprising:

responsive to receiving a signal, retrieving:

one or more first values stored in an analog array; and

one or more second values stored in a digital memory;

performing operations comprising a comparison of one or more of the first values and one or more of the second values;

analyzing results of the comparison to determine whether a result is greater than or equal to a predefined threshold; and

initiating operations to reprogram the analog array with one or more of the second values.

2. The method of claim 1 , wherein the received signal is received from a timer.

3. The method of claim 2 , wherein the received signal is generated in response to an expiration of the timer.

4. The method of claim 3 , wherein the expiration of the timer is configured to expire at one or more predetermined intervals.

5. The method of claim 4 , wherein the one or more predetermined intervals are selected from the set comprising: one minute, two minutes, one hour, twenty-four hours, or one week.

6. The method of claim 4 , wherein the one or more predetermined intervals are dynamically generated.

7. The method of claim 1 , wherein the signal is received by circuitry.

8. The method of claim 7 , wherein the signal is a voltage signal.

9. The method of claim 7 , wherein the signal is a logic signal.

10. The method of claim 7 , wherein retrieval of the one or more first and second values is done by the circuitry.

11. The method of claim 1 , wherein the reprogramming operations are initiated responsive to a determination that the results are greater or equal to the predefined threshold.

12. The method of claim 11 , wherein the threshold includes a predefined percentage.

13. The method of claim 12 , wherein the predefined threshold percentage is between ninety and one-hundred and ten percent of one or more of the second values.

14. The method of claim 1 , wherein the results comprise an error.

15. The method of claim 14 , wherein the error is between the one or more first and second values.

16. The method of claim 14 , wherein the error is generated upon a determination that one or more of the first values do not correspond to one of the second values.

17. The method of claim 14 , wherein the error is produced from a voltage drift within the analog array.

18. The method of claim 14 , wherein the error is produced from a current leakage within the analog array.

19. The method of claim 1 , wherein the analog array is configured to supply an input to a first layer of a neural network.

20. The method of claim 1 , wherein the reprogramming of the analog array is done automatically upon the determination of a result greater than or equal to the predetermined threshold.

Assignments (2)
SECURITY INTEREST Recorded Dec 27, 2024
From: SYNTIANT CORP.; PILOT AI LABS, INC.; SYNTIANT TAIWAN LLC; SYNTIANT HOLDINGS LLC
To: OCEAN II PLO LLC
Reel/Frame 069687/0757 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Mar 15, 2021
From: BUSCH, KURT F.; HOLLEMAN, JEREMIAH H., III; VORENKAMP, PIETER; BAILEY, STEPHEN W.
To: SYNTIANT
Reel/Frame 055593/0961 →
Continuity (4)
Continuation 16892035 · Jun 3, 2020
Continuation 16104788 · Aug 17, 2018
Provisional Application 62547007 · Aug 17, 2017
Related Publication 20210200617A1 · Jul 1, 2021