IP Library › Granted Patent US 12,205,655
Granted Patent B2
US 12,205,655 · App. 17/841,411 · Granted Jan 21, 2025

Testing of analog neural memory cells in an artificial neural network

Inventors: Hieu Van Tran (San Jose, CA); Thuan Vu (San Jose, CA); Stephen Trinh (San Jose, CA); Stanley Hong (San Jose, CA); Anh Ly (San Jose, CA); Steven Lemke (Boulder Creek, CA); Nha Nguyen (San Jose, CA); Vipin Tiwari (Dublin, CA); Nhan Do (Saratoga, CA)
Assignee: SILICON STORAGE TECHNOLOGY, INC.
G11C16/3459G06F3/0688G06N3/063G06N3/08G11C16/10G11C16/26G11C16/3436G11C29/10
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Quick Facts
Patent No.
US 12,205,655
App. No.
17/841,411
Granted
Jan 21, 2025
Kind
B2
Abstract

In one example, a method of testing a plurality of non-volatile memory cells in an array of non-volatile memory cells, wherein the array is arranged in rows and columns, wherein each row is coupled to a word line and each column is coupled to a bit line, and wherein each word line is selectively coupled to a row decoder and each bit line is selectively coupled to a column decoder, comprises asserting, by the row decoder, all word lines in the array; asserting, by the column decoder, all bit lines in the array; performing a deep programming operation on the array of non-volatile memory cells; and measuring a total current received from the bit lines.

Claims (18)

1. A method of testing a plurality of non-volatile memory cells in an array of non-volatile memory cells, wherein the array is arranged in rows and columns, wherein each row is coupled to a word line and each column is coupled to a bit line, and wherein each word line is selectively coupled to a row decoder and each bit line is selectively coupled to a column decoder, the method comprising:

asserting, by the row decoder, all word lines in the array and at the same time asserting, by the column decoder, all bit lines in the array;

performing a deep programming operation on the array of non-volatile memory cells;

measuring a total current received from the bit lines; and

identifying a die containing the array as bad if the total current received from the bit lines is lower than a threshold value.

2. The method of claim 1 , wherein the non-volatile memory cells are stacked-gate flash memory cells.

3. The method of claim 1 , wherein the non-volatile memory cells are split-gate flash memory cells.

4. The method of claim 1 , wherein the array is part of a neural network.

5. A system comprising:

an array of non-volatile memory cells, wherein the non-volatile memory cells are arranged in rows and columns and the rows are coupled to respective word lines and the columns are coupled to respective bit lines; and

test control logic to perform an algorithm comprising:

asserting all word lines in the array and at the same time asserting all bit lines in the array;

performing a deep programming operation on the non-volatile memory cells; and

measuring a total current received from the bit lines; and

identifying a die containing the array as bad if the total current received from the bit lines is lower than a threshold value.

6. The system of claim 5 , wherein the non-volatile memory cells are stacked-gate flash memory cells.

7. The system of claim 5 , wherein the non-volatile memory cells are split-gate flash memory cells.

8. The system of claim 5 , wherein the array is part of a neural network.

Assignments (1)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Mar 24, 2025
From: TRAN, HIEU VAN; VU, THUAN; TRINH, STEPHEN; HONG, STANLEY; LY, ANH; LEMKE, STEVEN; NGUYEN, NHA; TIWARI, VIPIN; DO, NHAN
To: SILICON STORAGE TECHNOLOGY, INC.
Reel/Frame 070607/0107 →
Continuity (3)
Division 16569611 · Sep 12, 2019
Provisional Application 62876515 · Jul 19, 2019
Related Publication 20220319620A1 · Oct 6, 2022
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