EBeam Inspection Method
20220253999 · 2022-08-11
Assignee
Inventors
Cpc classification
G06T7/30
PHYSICS
International classification
G01N23/2251
PHYSICS
Abstract
An image is obtained by using a charged particle beam, and a design layout information is generated to select patterns of interest. Grey levels among patterns can be compared with each other to identify abnormal, or grey levels within one pattern can be compared to a determined threshold grey level to identify abnormal.
Claims
1-20. (canceled)
21. An inspection method, comprising: scanning a sample with a charged particle beam to obtain an image comprising pixels with grey levels; aligning the image to design layout information to identify a plurality of repeated patterns on the image, the plurality of repeated patterns corresponding to a feature repeatedly formed on the sample; performing a comparison of a grey level of a first repeated pattern of the plurality of repeated patterns with one or more other grey levels of the first repeated pattern; and determining, based on the comparison, an abnormality of the first repeated pattern of the plurality of repeated patterns.
22. The method according to claim 21, wherein performing the comparison of the grey level of the first repeated pattern of the plurality of repeated patterns with the one or more other grey levels of the first repeated pattern comprises: determining a threshold grey level based on the grey levels of the first repeated pattern.
23. The method according to claim 22, wherein determining, based on the comparison, an abnormality of the first repeated pattern comprises: identifying that a pixel of the first repeated pattern corresponds to a defect on the sample in response to a grey level of the pixel being determined an outlier from the threshold grey level.
24. The method according to claim 21, wherein the plurality of repeated patterns includes a first pattern and a second pattern, and the method further comprises: comparing grey levels of the first pattern to grey levels of the second pattern; and determining an abnormality of the first pattern based on the comparison of the grey levels of the first pattern to the grey levels of the second pattern.
25. The method according to claim 24, wherein determining an abnormality of the first pattern based on the comparison of the grey levels of the first pattern to the grey levels of the second pattern comprises: determining that the first pattern includes a defect if the grey level of at least one pixel of the first pattern is an outlier from the grey levels of the second pattern.
26. The method according to claim 25, wherein the defect is a voltage contrast defect.
27. The method according to claim 21, wherein the charged particle beam is an electron beam generated by a scanning electron microscope.
28. A defect inspection system comprising: an inspection tool for inspecting a sample; a memory storing instructions; and one or more processors configured to execute the instructions to cause the defect inspection system to: scan the sample with a charged particle beam to obtain an image comprising pixels with grey levels; align the image to design layout information to identify a plurality of repeated patterns on the image, the plurality of repeated patterns corresponding to a feature repeatedly formed on the sample; perform a comparison of a grey level of a first repeated pattern of the plurality of repeated patterns with one or more other grey levels of the first repeated pattern; and determine, based on the comparison, an abnormality of the first repeated pattern of the plurality of repeated patterns.
29. The defect inspection system according to claim 28, wherein in performing the comparison of the grey level of the first repeated pattern of the plurality of repeated patterns with the one or more other grey levels of the first repeated pattern, the one or more processors are configured to execute the instructions to cause the defect inspection system to: determine a threshold grey level based on the grey levels of the first repeated pattern.
30. The defect inspection system according to claim 29, wherein in determining, based on the comparison, an abnormality of the first repeated pattern, the one or more processors are configured to execute the instructions to cause the defect inspection system to: identify that a pixel of the first repeated pattern corresponds to a defect on the sample in response to a grey level of the pixel being determined an outlier from the threshold grey level.
31. The defect inspection system according to claim 28, wherein the plurality of repeated patterns includes a first pattern and a second pattern, and the one or more processors are further configured to execute the instructions to cause the defect inspection system to: compare grey levels of the first pattern to grey levels of the second pattern; and determine an abnormality of the first pattern based on the comparison of the grey levels of the first pattern to the grey levels of the second pattern.
32. The defect inspection system according to claim 31, wherein in determining an abnormality of the first pattern based on the comparison of the grey levels of the first pattern to the grey levels of the second pattern, the one or more processors are configured to execute the instructions to cause the defect inspection system to: determine that the first pattern includes a defect if the grey level of at least one pixel of the first pattern is an outlier from the grey levels of the second pattern.
33. The defect inspection system according to claim 32, wherein the defect is a voltage contrast defect.
34. The defect inspection system according to claim 28, wherein the charged particle beam is an electron beam generated by a scanning electron microscope.
35. A non-transitory computer-readable medium storing a set of instructions that is executable by one or more processors of one or more devices to cause the one or more devices to perform a method comprising: receiving an image generated by scanning a sample with a charged particle beam, the image comprising pixels with grey levels; aligning the image to design layout information to identify a plurality of repeated patterns on the image, the plurality of repeated patterns corresponding to a feature repeatedly formed on the sample; performing a comparison of a grey level of a first repeated pattern of the plurality of repeated patterns with one or more other grey levels of the first repeated pattern; and determining, based on the comparison, an abnormality of the first repeated pattern of the plurality of repeated patterns.
36. The non-transitory computer-readable medium according to claim 35, wherein in performing the comparison of the grey level of the first repeated pattern of the plurality of repeated patterns with the one or more other grey levels of the first repeated pattern, the execution of the set of instructions further causes the one or more devices to perform: determining a threshold grey level based on the grey levels of the first repeated pattern.
37. The non-transitory computer-readable medium according to claim 36, wherein in determining, based on the comparison, an abnormality of the first repeated pattern, the execution of the set of instructions further causes the one or more devices to perform: identifying that a pixel of the first repeated pattern corresponds to a defect on the sample in response to a grey level of the pixel being determined an outlier from the threshold grey level.
38. The non-transitory computer-readable medium according to claim 35, wherein the plurality of repeated patterns includes a first pattern and a second pattern, and the execution of the set of instructions further causes the one or more devices to perform: comparing grey levels of the first pattern to grey levels of the second pattern; and determining an abnormality of the first pattern based on the comparison of the grey levels of the first pattern to the grey levels of the second pattern.
39. The non-transitory computer-readable medium according to claim 38, wherein in determining an abnormality of the first pattern based on the comparison of the grey levels of the first pattern to the grey levels of the second pattern, the execution of the set of instructions further causes the one or more devices to perform: determining that the first pattern includes a defect if the grey level of at least one pixel of the first pattern is an outlier from the grey levels of the second pattern.
40. The non-transitory computer-readable medium according to claim 39, wherein the defect is a voltage contrast defect.
Description
BRIEF DESCRIPTION OF THE DRAWINGS
[0023] Further advantages of the present invention may become apparent to those skilled in the art with the benefit of the following detailed description of the preferred embodiments and upon reference to the accompanying drawings in which:
[0024]
[0025]
[0026]
[0027]
[0028]
[0029]
[0030] While the invention is susceptible to various modifications and alternative forms, specific embodiments thereof are shown by way of example in the drawings and may herein be described in detail. The drawings may not be to scale. It should be understood, however, that the drawings and detailed description thereto are not intended to limit the invention to the particular form disclosed, but on the contrary, the intention is to cover all modifications, equivalents and alternatives falling within the spirit and scope of the present invention as defined by the appended claims.
DETAILED DESCRIPTION OF THE INVENTION
[0031] As used herein, the term “specimen” generally refers to a wafer or any other specimen on which defects of interest (DOI) may be located. Although the terms “specimen” and “wafer” are used interchangeably herein, it is to be understood that embodiments described herein with respect to a wafer may configured and/or used for any other specimen (e.g., a reticle, mask, or photomask).
[0032] As used herein, the term “wafer” generally refers to substrates formed of a semiconductor or non-semiconductor material. Examples of such a semiconductor or non-semiconductor material include, but are not limited to, monocrystalline silicon, gallium arsenide, and indium phosphide. Such substrates may be commonly found and/or processed in semiconductor fabrication facilities.
[0033] One or more layers may be formed upon a wafer. Many different types of such layers are known in the art, and the term wafer as used herein is intended to encompass a wafer on which all types of such layers may be formed. One or more layers formed on a wafer may be patterned. For example, a wafer may include a plurality of dice, each having repeatable patterned features. Formation and processing of such layers of material may ultimately result in completed semiconductor devices. As such, a wafer may include a substrate on which not all layers of a complete semiconductor device have been formed or a substrate on which all layers of a complete semiconductor device have been formed.
[0034] The wafer may further include at least a portion of an integrated circuit (IC), a thin-film head die, a micro-electro-mechanical system (MEMS) device, flat panel displays, magnetic heads, magnetic and optical storage media, other components that may include photonics and optoelectronic devices such as lasers, waveguides and other passive components processed on wafers, print heads, and bio-chip devices processed on wafers.
[0035] Turning now to the drawings, it is noted that the figures are not drawn to scale. In particular, the scale of some of the elements of the figures is greatly exaggerated to emphasize characteristics of the elements. It is also noted that the figures are not drawn to tie same scale. Elements shown in more than one figure that may be similarly configured have been indicated using the same reference numerals.
[0036] Various example embodiments of the present invention will now be described more fully with reference to the accompanying drawings in which some example embodiments of the invention are shown. Without limiting the scope of the protection of the present invention, all the description and drawings of the embodiments will exemplarily be referred to an electron beam. However, the embodiments are not be used to limit the present invention to specific charged particles.
[0037] Please refer to
[0038] Other ebeam tools also based on SEM, such as review SEM for review defect and CD SEM for metrology, are not designed for inspection purpose. The inspection requires high throughput to identify defects, while the review requires high resolution to review the defects fort defect analysis and defect classification, in which both ebeam inspection tool and review SEM are yield management tools. The CD SEM is a metrology tool for measuring critical dimension of the semiconductor device.
[0039] The electron tip 110 in
[0040] A commercial objective lens for inspection is a SORIL system, which, compared to
[0041] The stage, although not shown in
[0042] The ebeam tool in
[0043] Before the specimen is transferred to the ebeam tool in
[0044] The SE and BSE, detected by the detector 140, will be sent out as signals to image-processing system. The SE signal can always provide topography information and VC while the BSE signal always provides material information.
[0045] A hardware control system directly controls the ebeam tool and the stage, and a software operating system for tuning inspection parameters via the hardware control system provides users to input recipe.
[0046] Charging accumulated on the specimen can be controlled by the electrode.
[0047] Defect can be identified by using random mode or array mode, and then all identified defect can be sent to review SEM to be analyzed and classified. Because the ebeam inspection tool has close resolution compared to review SEM, some defect classification can be conduct directly before review step.
[0048] Please refer to
[0049] Then, a step S202 of selecting and aligning a pattern on the image by using a design layout information is provided. In this step, the design layout information can be GDS(Graphic Database System), GDS II or OASIS(Open Artwork System Interchange Standard). Because patterns on the specimen are formed through several processes, such as lithography, etching and cleaning, there may be some distortions from the design layout information. Please refer to
[0050] Further, a step S203 of determining a threshold grey level for the pattern is provided. The determining step may need algorithm to determine a threshold grey level, such as averaging all grey level of the pixels on the pattern, middle grey level, or mode grey level. The threshold grey level may be a range which can be determined by any algorithm, such as any statistical method or prior experiences.
[0051] Next, a step S204 of determining a pixel is abnormal if a scanned grey level of the pixel on the image is different to the threshold grey level is provided. For the threshold grey level is a number, the grey level of the abnormal pixel must be different from the threshold grey level. If the threshold grey level is a range, the grey level of the abnormal pixel will exceeds this range.
[0052] Please refer to
[0053] Please refer to
[0054] Then, a step S302 of aligning the image to a design layout information is provided. In this aligning step, all patterns on the image must be aligned to the design layout information. The design layout information can be GDS, GDS II or OASIS.
[0055] Further, a step S303 of selecting a group of patterns with the same property on the image by using the design layout information is provided. In the selecting step, the same property can be the same shape, the same function, the same shape and function, or designated by users. Please refer to
[0056] Next, a step S304 of comparing grey levels of the group of patterns with each other to identify defect if one pattern of the group is abnormal. Please refer to
[0057] Another advantage in the second embodiment is the process uniformity can be obtained. Because the group is determined according to the design layout information, which can be served as a base, the compare in the scanned image can reveal process uniformity. For example, if some contacts have larger dimension than others in one group, there must be some process recipe to be tuned to achieve that dimensions of all contacts in one group must be the same.
[0058] In summary, this invention provides an inspection method to identify defect by using design layout information. A threshold grey level of a selected pattern can be calculated, in which the selected pattern is aligned to the design layout information. The pixel-level abnormal or defect can be identified if the grey level of a pixel or several pixels is different from the threshold grey level. A group of patterns can be selected according to design layout information, and then grey level of the patterns in the group can be compared with each other to identify if one pattern is abnormal of defect.
[0059] Fast inspection advantage of VC mode can be provided and only one image is necessary for logic circuit device which prior art can't work. This invention further can provide one-pattern inspection; that means inspection abnormal or defect within one pattern only. Next, pixel-level abnormal or defect can be identified, that means ultrahigh resolution inspection can reach pixel-level, even one pixel. Although this inspection method is VC mode, which utilizes large beam current, not only circuit defect or electric defect can be identified according to prior VC defect detection, but also the process uniformity of one pattern or uniformity of one group of patterns can be identified or monitored.
[0060] Although the present invention has been described in accordance with the embodiments shown, one of ordinary skill in the art will readily recognize that there could be variations to the embodiments and those variations would be within the spirit and scope of the present invention. Accordingly, many modifications may be made by one of ordinary skill in the art without departing from the spirit and scope of the appended claims.