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US6795952B1
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System and method for product yield prediction using device and process neighborhood characterization vehicle
Assignee: PDF Solutions Inc
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Filing: 2002-11-17
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Granted: 2004-09-21
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Expires: 2022-11-17
Abstract
Abstract A system and method for predicting yield of integrated circuits includes a characterization vehicle (12) having at least one feature representative of at least one type of feature to be incorporated in the final integrated circuit, preferably a device neighborhood, process neighborhood characterization vehicle. The characterization vehicle (12) is subjected to process operations making up the fabrication cycle to be used in fabricating the integrated circuit in order to produce a yield model (16). The yield model (16) embodies a layout as defined by the characterization vehicle (12) and preferably includes features which facilitates the gathering of electrical test data and testing of prototype sections at operating speeds. An extraction engine (18) extracts predetermined layout attributes (26) from a proposed product layout (20). Operating on the yield model, the extraction engine (18) produces yield predictions (22) as a function of layout attributes (26) and broken down by layers or steps in the fabrication process (14).
Inventors
- 👤 Brian E. Stine
- 👤 David M. Stashower
- 👤 Sherry F. Lee
- 👤 Kurt H. Weiner
Bibliographic Details
Application Number
—
Jurisdiction
US
Data Source
google_patents
Last Synchronized
2026-11-07 15:33
CPC Classifications
H; H10; H10P; H10P74/00; H10P74/23; H10P74/27; H10P74/277
Claims Analysis
Total Claims: 22
Claim 1
Independent Claim
75 words
A characterization vehicle, comprising: a single die including a device neighborhood testing module for allowing measurement of variations in electrical performance of an active device due to a first plurality of process variations within the active device and a second plurality of process variations affecting an area surrounding the active device, the device neighborhood testing module including: said active test device; and an array of dummy devices within which the active test device is located.
Claim 2
Dependent Claim
75 words
A characterization vehicle, comprising: a single die including a device neighborhood testing module for allowing measurement of variations in electrical performance of an active device due to a first plurality of process variations within the active device and a second plurality of process variations affecting an area surrounding the active device, the device neighborhood testing module including: said active test device; and an array of dummy devices within which the active test device is located.
Claim 3
Dependent Claim
24 words
The characterization vehicle of claim 1 , wherein the device neighborhood testing module includes a plurality of devices having respectively different active area densities.
Claim 4
Dependent Claim
23 words
The characterization vehicle of claim 1 , wherein the device neighborhood testing module includes a plurality of devices having respectively different polysilicon densities.
Claim 5
Dependent Claim
31 words
The characterization vehicle of claim 1 , wherein the device neighborhood testing module includes a plurality of devices, each having a respectively different spacing between a contact and a polysilicon region.
Claim 6
Dependent Claim
27 words
The characterization vehicle of claim 1 , wherein the device neighborhood testing module includes a plurality of devices, each having a respectively different spacing between polysilicon regions.
Claim 7
Dependent Claim
26 words
The characterization vehicle of claim 1 , wherein the device neighborhood testing module includes a plurality of devices, each having a respectively different spacing between contacts.
Claim 8
Dependent Claim
36 words
The characterization vehicle of claim 1 , wherein the single die further comprises process neighborhood testing means for allowing measurement of variations in yield of a product due to a second plurality of within-die pattern variations.
Claim 9
Dependent Claim
37 words
The characterization vehicle of claim 7 , wherein the process neighborhood testing means include a plurality of snake and comb structures arranged to enable measurement of the extent to which polysilicon and active-area pitch cause polysilicon bridging.
Claim 10
Dependent Claim
37 words
The characterization vehicle of claim 7 , wherein the process neighborhood testing means include a plurality of snake and comb structures arranged to enable measurement of the extent to which polysilicon and active-area pitch cause polysilicon bridging.
Claim 11
Dependent Claim
34 words
The characterization vehicle of claim 7 , wherein the process neighborhood testing means include a plurality of structures configured to enable measurement of the effects of etch loading on a plurality of critical dimensions.
Claim 12
Dependent Claim
31 words
The characterization vehicle of claim 7 , wherein the process neighborhood testing means include a plurality of structures configured to enable measurement of the effects of etch loading on sheet resistance.
Claim 13
Dependent Claim
31 words
The characterization vehicle of claim 7 , wherein the process neighborhood testing means include a plurality of structures configured to enable measurement of the effects of etch loading on sheet resistence.
Claim 14
Dependent Claim
28 words
The characterization vehicle of claim 7 , wherein the process neighborhood testing means include a plurality of structures, each including a rectangular diode having a low permeter-to-area ratio.
Claim 15
Dependent Claim
24 words
The characterization vehicle of claim 13 , wherein the plurality of structures further includes a plurality of diodes that have respectively different area-to-perimeter ratios.
Claim 16
Dependent Claim
34 words
The characterization vehicle of claim 7 , wherein the process neighborhood testing means include a plurality of structures configured to enable measurement of the effects of line-width, redundancy and line spacing on via yield.
Claim 17
Dependent Claim
83 words
The characterization vehicle of claim 1 , wherein the dummy devices are dummy transistors, and the device neighborhood testing module includes: a plurality of devices having respectively different active area densities; a plurality of devices having respectively different polysilicon densities; a plurality of devices, each having a respectively different spacing between a contact and a polysilicon region; a plurality of devices, each having a respectively different spacing between polysilicon regions; and a plurality of devices, each having a respectively different spacing between contacts.
Claim 18
Dependent Claim
36 words
The characterization vehicle of claim 16 , wherein the single die further comprises process neighborhood testing means for allowing measurement of variations in yield of a product due to a second plurality of within-die pattern variations.
Claim 19
Dependent Claim
119 words
The characterization vehicle of claim 17 , wherein the process neighborhood testing means include: a plurality of snake and comb structures arranged to enable measurement of the extent to which polysilicon and active-area pitch cause polysilicon bridging; a plurality of structures configured to enable measurement of the effects of etch loading on a plurality of critical dimensions; a plurality of structures configured to enable measurement of the effects of etch loading on sheet resistence; a plurality of structures, each including a rectangular diode having a low permeter-to-area ratio; a plurality of diodes that have respectively different area-to-perimeter ratios; and a plurality of structures configured to enable measurement of the effects of line-width, redundancy and line spacing on via yield.
Claim 20
Dependent Claim
22 words
The characterization vehicle of claim 1 , wherein the single die further comprises a plurality of comb-in-comb structures having asymmetric gate-to-contact spacing.
Claim 21
Independent Claim
116 words
A system for predicting yield of integrated circuits comprising: a) at least one type of characterization vehicle including means for allowing measurement of variations in yield of an integrated circuit due to a plurality of within-die pattern variations; b) a yield model which embodies a layout as defined by the characterization vehicle, said yield model having been subjected to at least one of a plurality of process operations making up a fabrication cycle to be used in fabricating a final integrated circuit product; c) a product layout; and d) an extraction engine for extracting predetermined layout characteristics from the product layout, which characteristics are used in connection with the yield model to produce a yield prediction.
Claim 22
Independent Claim
116 words
A system for predicting yield of integrated circuits comprising: a) at least one type of characterization vehicle including means for allowing measurement of variations in yield of an integrated circuit due to a plurality of within-die pattern variations; b) a yield model which embodies a layout as defined by the characterization vehicle, said yield model having been subjected to at least one of a plurality of process operations making up a fabrication cycle to be used in fabricating a final integrated circuit product; c) a product layout; and d) an extraction engine for extracting predetermined layout characteristics from the product layout, which characteristics are used in connection with the yield model to produce a yield prediction.
References Cited (Backward Citations)
USPTO Annuity & Maintenance Windows
| Annuity Stage | Window Opens | Payment Deadline | Surcharge Period Until | Estimated Fee | Status |
|---|---|---|---|---|---|
| 3.5 Years (Year 4) | 2007-09-21 | 2008-03-22 | 2008-09-21 | $2000.00 | Window Closed / Lapsed |
| 7.5 Years (Year 8) | 2011-09-21 | 2012-03-22 | 2012-09-21 | $3760.00 | Window Closed / Lapsed |
| 11.5 Years (Year 12) | 2015-09-21 | 2016-03-22 | 2016-09-21 | $7700.00 | Window Closed / Lapsed |