maskrom auto fail bitmap monitoring algorithm & applied ... · dong seog chae swtw 2001 - slide...

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Dong Seog Chae SWTW 2001 - Slide 1 Maskrom Auto Fail Bitmap Monitoring Algorithm & Applied Effect in Mass Product Dong Dong Seog Chae Seog Chae Jun 03 2001 Jun 03 2001 Samsung Electronics Samsung Electronics

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Page 1: Maskrom Auto Fail Bitmap Monitoring Algorithm & Applied ... · Dong Seog Chae SWTW 2001 - Slide 1 Maskrom Auto Fail Bitmap Monitoring Algorithm & Applied Effect in Mass Product Dong

Dong Seog Chae SWTW 2001 - Slide 1

Maskrom Auto Fail Bitmap Monitoring Algorithm & Applied Effect in

Mass Product

Dong Dong Seog ChaeSeog Chae

Jun 03 2001Jun 03 2001

Samsung ElectronicsSamsung Electronics

Page 2: Maskrom Auto Fail Bitmap Monitoring Algorithm & Applied ... · Dong Seog Chae SWTW 2001 - Slide 1 Maskrom Auto Fail Bitmap Monitoring Algorithm & Applied Effect in Mass Product Dong

Dong Seog Chae SWTW 2001 - Slide 2

Auto Fail BitMap Monitoring Method

Agenda

• Purpose of Auto Fail BitMap Setup In Mass Product

• BitMap Analysis and Monitoring Method• Fail Bit Analysis Result• Applied Effect

Page 3: Maskrom Auto Fail Bitmap Monitoring Algorithm & Applied ... · Dong Seog Chae SWTW 2001 - Slide 1 Maskrom Auto Fail Bitmap Monitoring Algorithm & Applied Effect in Mass Product Dong

Dong Seog Chae SWTW 2001 - Slide 3

Purpose of Auto Fail Bitmap Setup In Mass Product

• For maintain Static Device Yield.• Rapid feedback to FAB about device

main fail type.• Decision of New Repair Scheme.• Save the manufacturing cost.

Page 4: Maskrom Auto Fail Bitmap Monitoring Algorithm & Applied ... · Dong Seog Chae SWTW 2001 - Slide 1 Maskrom Auto Fail Bitmap Monitoring Algorithm & Applied Effect in Mass Product Dong

Dong Seog Chae SWTW 2001 - Slide 4

BitMap Analysis and Monitoring Method

Assortment target wafer

Test Start

Every 5th Wafer

BitMap routine Start

Redunduncy

Full Test Item Complete

Binning Decision

N

Page 5: Maskrom Auto Fail Bitmap Monitoring Algorithm & Applied ... · Dong Seog Chae SWTW 2001 - Slide 1 Maskrom Auto Fail Bitmap Monitoring Algorithm & Applied Effect in Mass Product Dong

Dong Seog Chae SWTW 2001 - Slide 5

BitMap Analysis and Monitoring Method

Flow Chart B i t M a p S t a r t

F a i l A d d r e s s C o u n t &F a i l A d d r e s s S c a n

F a i l A d d r e s s S t o r e

E x i s t F a i l R o u t i n eO u t

U s e r S c r a m b l e ¡æB i t M a p S c r a m b l e

N

F a i l T y p e s E x t r a c t

F u l l C h i p T e s t

G e n e r a t e D a t af o r M a c s s y s t e m

G e n e r a t e r o w d a t a&

Y

C o n s t r u c t C o u n t T a b l e

• Address Store

• User scramble

Physical Scramble

• Fail type extract

• Store to Global DB

Page 6: Maskrom Auto Fail Bitmap Monitoring Algorithm & Applied ... · Dong Seog Chae SWTW 2001 - Slide 1 Maskrom Auto Fail Bitmap Monitoring Algorithm & Applied Effect in Mass Product Dong

Dong Seog Chae SWTW 2001 - Slide 6

Fail Type Definition

• Only 1 or 2 Fail Address Fail BitSingle Bit Fail

• More than 30 Address Fail Bit at X AddressWore Line Fail

• Data 0 or 1 Fail / More than 2 String(0x20)• More than 30 Address Fail Bit

Bit Line Fail

• Data 1 Fail / Between 1 ~ 2 String Fail (0x20~0x3F)• More than10 Address Fail Bit

Contact Not Open

• Data 1 Fail / Less than 1 String (0x1F)• More than 5 Address Fail Bit

BN+ Open

• Data 0 Fail / Less Than 1 String (0x1F) • More Than 5 Address Fail Bit

Gate Oxide

DefinitionFail Type

Page 7: Maskrom Auto Fail Bitmap Monitoring Algorithm & Applied ... · Dong Seog Chae SWTW 2001 - Slide 1 Maskrom Auto Fail Bitmap Monitoring Algorithm & Applied Effect in Mass Product Dong

Dong Seog Chae SWTW 2001 - Slide 7

Fail Bit Analysis Result(Fail Type/Per Chip)

LotID WaferID X,Y FAILBIT GOX BN+ CON WL XDEC BL SINGLEBMWG2828 W01 37,32 19 0 1 0 0 0 0 0BMWG2828 W01 38,32 169 2 1 0 0 0 1 1BMWG2828 W01 39,33 226 0 0 0 2 0 0 0BMWG2828 W01 38,33 16 1 0 0 0 0 0 0BMWG2828 W01 29,33 98 1 0 1 0 0 0 0BMWG2828 W01 30,33 82 1 0 0 0 0 0 1BMWG2828 W01 29,34 8430 0 0 0 0 0 1 0BMWG2828 W01 30,34 117 1 0 0 0 0 0 0BMWG2828 W01 35,34 125 2 0 0 0 0 0 1BMWG2828 W01 36,34 132 2 0 0 0 0 0 1

Page 8: Maskrom Auto Fail Bitmap Monitoring Algorithm & Applied ... · Dong Seog Chae SWTW 2001 - Slide 1 Maskrom Auto Fail Bitmap Monitoring Algorithm & Applied Effect in Mass Product Dong

Dong Seog Chae SWTW 2001 - Slide 8

Fail Bit Analysis Result(Raw Data of Fail/Per Chip)

X: 0030

Y: 0030

FAILBIT: 232

GOX: 1

BN+: 0

CONATCT: 0

WORDLINE: 1

XDECODER:0

BITLINE: 0

SINGLE: 0

Xadd Yadd FailIO FailData Fail Pattern

=============================================

282 3A6 8 0 GOX

287 3A6 8 0

281 3A6 8 0

288 3A6 8 0

28A 3A6 8 0

Chip Inform

Fail Type

Fail Addr

Page 9: Maskrom Auto Fail Bitmap Monitoring Algorithm & Applied ... · Dong Seog Chae SWTW 2001 - Slide 1 Maskrom Auto Fail Bitmap Monitoring Algorithm & Applied Effect in Mass Product Dong

Dong Seog Chae SWTW 2001 - Slide 9

Applied Effect(Visual Inspection)

String Repair

W/L Bridge Gate Oxide

Page 10: Maskrom Auto Fail Bitmap Monitoring Algorithm & Applied ... · Dong Seog Chae SWTW 2001 - Slide 1 Maskrom Auto Fail Bitmap Monitoring Algorithm & Applied Effect in Mass Product Dong

Dong Seog Chae SWTW 2001 - Slide 10

Applied Effect(Fail Trend Plot)

0

20

40

60

80

100

120

140

160

180

200

B01

B01

B08

B09

B11

B12

B21

B22

B26

B26

B26

B26

B28

B34

B34

B34

C12

C14

C24

Lo t No

Fail

Cou

nt

GOX

BN+

Cont

W/ L

B/ L

X- de c

Si ngl e

Page 11: Maskrom Auto Fail Bitmap Monitoring Algorithm & Applied ... · Dong Seog Chae SWTW 2001 - Slide 1 Maskrom Auto Fail Bitmap Monitoring Algorithm & Applied Effect in Mass Product Dong

Dong Seog Chae SWTW 2001 - Slide 11

Hit Ratio(MS3490 & BitMap Analysis)

85.410411127Total

----57Other

83.75043Single Bit

93.5173185Word Line

91.8317293Bit Line

91.71112ContactNot Open

89.1204229BN+ Open

93.1257276Gate Oxide

Hit RatioBitMap Tool(GII)

Exist ToolMS-3490

Fail Types

Page 12: Maskrom Auto Fail Bitmap Monitoring Algorithm & Applied ... · Dong Seog Chae SWTW 2001 - Slide 1 Maskrom Auto Fail Bitmap Monitoring Algorithm & Applied Effect in Mass Product Dong

Dong Seog Chae SWTW 2001 - Slide 12

Derivation (Repair Scheme)• MaskRom Repair Scheme Change

(8 Bit Repair -> 8 String Repair)Fail Type Change (Extract Data from BitMap Algorithm)

Fai l TypeSt ri ng Fai l

W/ L B/ L Bi t Ot herGOX B/ N+

Act i veBri dge

NAND Cel l 7. 3 - - - - 9. 2 32. 5 27 15 9Nor Cel l 23. 8 20. 4 4. 4 12. 7 8. 1 18. 6 12

Page 13: Maskrom Auto Fail Bitmap Monitoring Algorithm & Applied ... · Dong Seog Chae SWTW 2001 - Slide 1 Maskrom Auto Fail Bitmap Monitoring Algorithm & Applied Effect in Mass Product Dong

Dong Seog Chae SWTW 2001 - Slide 13

Cell Scheme ChangeNor CellNand Cell

¡Ü¡Ü

SSL<0>

SSL<1>

WL<15>

WL<0>

WL<14>

¡Ü

¡Ü

¡Ü

WL<1>

¡Ü

¡Ü

¡Ü

¡Ü

¡Ü

¡Ü

¡Ü

¡Ü

¡Ü

¡Ü

¡Ü

¡Ü

BL<0> BL<1>

¡Ü

¡Ü

¡Ü

¡Ü ¡Ü

¡Ü

¡Ü

BL<0> GL<0>

GSL<1>

GSL<0>

¡Ü

¡Ü

¡Ü

¡Ü

¡Ü

¡Ü

¡Ü

¡Ü

¡Ü

¡Ü

¡Ü

¡Ü

¡Ü

¡Ü¡Ü¡Ü¡Ü ¡Ü¡Ü ¡Ü¡Ü ¡Ü¡Ü ¡Ü¡Ü

¡Ü ¡Ü ¡Ü¡Ü

¡Ü

¡Ü ¡Ü

¡Ü

¡Ü ¡Ü

¡Ü

¡Ü ¡Ü

¡Ü

¡Ü ¡Ü¡Ü

¡Ü

¡Ü

¡Ü

¡Ü

¡Ü

¡Ü

¡Ü ¡Ü

¡Ü

¡Ü ¡Ü

¡Ü

¡Ü ¡Ü¡Ü¡Ü

¡Ü

¡Ü

¡Ü ¡Ü

¡Ü

¡Ü ¡Ü

¡Ü

¡Ü ¡Ü¡Ü

¡Ü

¡Ü

¡Ü

¡Ü¡Ü

¡Ü

¡Ü ¡Ü

WL<31>

WL<30>

SSL<0>

SSL<1>

WL<0>

¡Ü

¡Ü

¡Ü

WL<1>

¡Ü

¡Ü

¡Ü

Page 14: Maskrom Auto Fail Bitmap Monitoring Algorithm & Applied ... · Dong Seog Chae SWTW 2001 - Slide 1 Maskrom Auto Fail Bitmap Monitoring Algorithm & Applied Effect in Mass Product Dong

Dong Seog Chae SWTW 2001 - Slide 14

Limitation of 8 Bit RepairFail type Change(String Fail)-> Decrease Repair rate

-NAND Cell : 75% - FLAT Cell : Less than 5%

Page 15: Maskrom Auto Fail Bitmap Monitoring Algorithm & Applied ... · Dong Seog Chae SWTW 2001 - Slide 1 Maskrom Auto Fail Bitmap Monitoring Algorithm & Applied Effect in Mass Product Dong

Dong Seog Chae SWTW 2001 - Slide 15

Number of Fuse (String Red vs Bit Red)

•Z = N*2(α+32) @ String Repair

•N=2n(α+6) @ Bit Repair Scheme

•Z: Fuse No for String/Bit Repair

•α:String Add Fuse + I/O Fuse

•N: Number of Fail String

•n: Number of Fail Bit0

100

200

300

400

500

600

700

1 2 3 4 5 6 7 8Number of Fail Bit (EA)

Fus

Bit

1 String

2 String

3 String

4 String

5 String

6 String

Page 16: Maskrom Auto Fail Bitmap Monitoring Algorithm & Applied ... · Dong Seog Chae SWTW 2001 - Slide 1 Maskrom Auto Fail Bitmap Monitoring Algorithm & Applied Effect in Mass Product Dong

Dong Seog Chae SWTW 2001 - Slide 16

String Repair Algorithm Flow ChartSt a r t

Ch e c k ECR

De Sc r a mb l e

So r t Da t a

Ana l Fa i l

DBM Da t a Ca t c h

ECR Da t a Ca t c h

Fi n a l Da t a Ex t

Y

u _ a c t i v e ( d u t ) N Re l a yOp e n

Pa s s / Fa i l

Page 17: Maskrom Auto Fail Bitmap Monitoring Algorithm & Applied ... · Dong Seog Chae SWTW 2001 - Slide 1 Maskrom Auto Fail Bitmap Monitoring Algorithm & Applied Effect in Mass Product Dong

Dong Seog Chae SWTW 2001 - Slide 17

String Redundancy using ratio(64M X 16 B-Die)

(Normal YLD & Low YLD)

Normal YLD Low YLD

50 . 99%

28. 29%20. 72%

s t r i ng bi t s t r i ng+bi t

63. 8

16. 78%

s t r i ng bi t s t r i ng+bi t

Page 18: Maskrom Auto Fail Bitmap Monitoring Algorithm & Applied ... · Dong Seog Chae SWTW 2001 - Slide 1 Maskrom Auto Fail Bitmap Monitoring Algorithm & Applied Effect in Mass Product Dong

Dong Seog Chae SWTW 2001 - Slide 18

Derivation(Repair Scheme)

0

5

10

15

20

25

30

16M E 16M F 32M E 64M B 64M C 128MA

64M A 128MM

Rep

0102030405060708090100

Yie

Repair PortionYield

Bit Re pair

String Re pair

0

5

10

15

20

25

30

32M E 64M B 64M C 64M A 128M M

Rep

0

10

20

30

40

50

60

70

80

90

100

Yie

RepairPortionYield

Bit RepairString Repair

Normal YLD Abnormal YLD

Page 19: Maskrom Auto Fail Bitmap Monitoring Algorithm & Applied ... · Dong Seog Chae SWTW 2001 - Slide 1 Maskrom Auto Fail Bitmap Monitoring Algorithm & Applied Effect in Mass Product Dong

Dong Seog Chae SWTW 2001 - Slide 19

Results

• Average YLD Up (15% Up -> Repair Portion elevation)

• Obtained the static objected Data &Utilize at anytime.

• Real Time Fail Analysis & Feed Back. • Customer order meets(An Order Product)

(Possible to forecast device yield)