Prosecution Insights
Last updated: April 19, 2026
Application No. 18/813,522

MRAM

Final Rejection §103§112
Filed
Aug 23, 2024
Examiner
SAIN, GAUTAM
Art Unit
2135
Tech Center
2100 — Computer Architecture & Software
Assignee
Aisin Corporation
OA Round
2 (Final)
67%
Grant Probability
Favorable
3-4
OA Rounds
3y 5m
To Grant
92%
With Interview

Examiner Intelligence

Grants 67% — above average
67%
Career Allow Rate
277 granted / 415 resolved
+11.7% vs TC avg
Strong +25% interview lift
Without
With
+25.1%
Interview Lift
resolved cases with interview
Typical timeline
3y 5m
Avg Prosecution
40 currently pending
Career history
455
Total Applications
across all art units

Statute-Specific Performance

§101
5.9%
-34.1% vs TC avg
§103
65.1%
+25.1% vs TC avg
§102
1.4%
-38.6% vs TC avg
§112
25.2%
-14.8% vs TC avg
Black line = Tech Center average estimate • Based on career data from 415 resolved cases

Office Action

§103 §112
DETAILED ACTION Notice of Pre-AIA or AIA Status The present application, filed on or after March 16, 2013, is being examined under the first inventor to file provisions of the AIA . Other Ref: Park (US 20150253998 – Memory system Alam (US 20220139488) – Managing memory device Claim Rejections - 35 USC § 112 The following is a quotation of 35 U.S.C. 112(b): (b) CONCLUSION.—The specification shall conclude with one or more claims particularly pointing out and distinctly claiming the subject matter which the inventor or a joint inventor regards as the invention. The following is a quotation of 35 U.S.C. 112 (pre-AIA ), second paragraph: The specification shall conclude with one or more claims particularly pointing out and distinctly claiming the subject matter which the applicant regards as his invention. Claims 5, 6 are rejected under 35 U.S.C. 112(b) or 35 U.S.C. 112 (pre-AIA ), second paragraph, as being indefinite for failing to particularly point out and distinctly claim the subject matter which the inventor or a joint inventor (or for applications subject to pre-AIA 35 U.S.C. 112, the applicant), regards as the invention. In claim 5, the recited “an unused area” (in line 2 of the claim, the second recitation) would have been indefinite to one of ordinary skill in the art at the time of the invention. One of ordinary skill would not have known the metes and bounds of an unused area and whether the unused (in the second line of the claim) is a new recitation of unused area or refers back to the previous recitation (in the first line of the claim). For example, the recited unused area (in the second line of the claim) refers back to the previously recited unused area but under an alternate scenario, the recited unused area is a new recitation of unused area. Further, in Claim 5, the recited “unused area where data is not stored” would have been indefinite to one of ordinary skill in the art at the time of the invention. One of ordinary skill would not have known the metes and bounds of unused area where data is not stored. Specifically, whether data is not stored at one instance or whether data is never stored in this area (such as an area that does not store data at all). This is a negative limitation without any positive limitations that would clarify the scope of unused area. Correction is required to clarify the scope of unused area. Claim 6 is rejected based on dependency from claim 5. Claim Rejections - 35 USC § 103 In the event the determination of the status of the application as subject to AIA 35 U.S.C. 102 and 103 (or as subject to pre-AIA 35 U.S.C. 102 and 103) is incorrect, any correction of the statutory basis (i.e., changing from AIA to pre-AIA ) for the rejection will not be considered a new ground of rejection if the prior art relied upon, and the rationale supporting the rejection, would be the same under either status. The following is a quotation of 35 U.S.C. 103 which forms the basis for all obviousness rejections set forth in this Office action: A patent for a claimed invention may not be obtained, notwithstanding that the claimed invention is not identically disclosed as set forth in section 102, if the differences between the claimed invention and the prior art are such that the claimed invention as a whole would have been obvious before the effective filing date of the claimed invention to a person having ordinary skill in the art to which the claimed invention pertains. Patentability shall not be negated by the manner in which the invention was made. Claims 1,4 are rejected under 35 U.S.C. 103 as being unpatentable over Asnaashai (US 8711631) and in view of Yu (US 20120284587) and further in view of Berger (US 20190163408) Claim 1. Asnaashai discloses An magnetoresistive random access memory having a work area and a boot area (eg., Fig. 2 col 4:25-39 - MRAM array 34, and MRAM array 34 of storage medias 18 includes the MRAM portion 36b of hybrid reserved area 36 and the MRAM portion 30b of hybrid user area 30; col 4:49-59 - the hybrid reserved area 36 may be entirely a part of the MRAM portion 36b. the hybrid user area 30 is entirely a part of the MRAM portion 30b. In the case where both the hybrid reserved area 36 and the hybrid user area 30 are both entirely a part of the MRAM devices 24, there is no need for the NAND devices 22… boot code), the magnetoresistive random access memory comprising: data stored in the reliability determination area is read, (eg., col 6:3-7 - if the host wishes to read data that the controller 14 has saved in the hybrid reserved area 36 but not yet moved to the hybrid user area 30, the controller 14 knows to access this data only from the hybrid reserved area 36; col 8:15-20 - user data is moved from the MRAM portion 36b to the intended LUN and the pointer of step 128 is re-adjusted to point to a location in the LUN where the user data has been moved). Asnaashai does not disclose, but Yu discloses and when the read data is different from the new data, the work area and another area are switched with each other (eg., 0093 - spare and swap blocks located in flash that are involved in partial overwrites. For example, data is written to one block in the flash and later a partial of original data is changed. The controller writes the new update to the spare block in flash first. Then the old and new data will be merged into the swap block. After that the original block and the spare block will be erased.; 0288 - DRAM buffer can be substituted with NVRAM such as ..Magnetoresistive RAM (MRAM), ) It would have been obvious to one of ordinary skill in the art prior to the filing date of the claimed invention to modify the MRAM with portions for boot and user data as disclosed by Asnaashai, with Yu, providing the benefit of extend the lifetime of individual blocks (see Yu, 0059) increased-endurance and longevity of flash memory drives (0006). Asnaashai in view of Yu does not disclose, but Berger discloses the work area comprising a data storage area and a reliability determination area (eg., 0066 Fig. 8 - the lower 48 KB of the MRAM are used to store the block byte replacement information in a block byte replacement partition 114; The upper part of the MRAM is used to store the block corrected error count in a block corrected error count partition 116. In this case as well, the corrected error count can store the block error corrected count for two sets of 6 die as 4-bit values allowing for up to 15 corrected errors before hitting the threshold ). in response to data being written to the data storage area of the work area, new data that is different from old data stored in the reliability determination area is written to the reliability determination area (eg., 0066 - All bytes in this partition are initialized to all zeros. When a determination is made to replace a block, the 3-bit value of the byte to be replaced in each block is stored in the location in the MRAM. ; 0057 - warm sparing data is stored in the lower part of the MRAM, with two entries per MRAM byte. In some cases, using a 3-bit code for the die to be replaced, 96 k 3-bit entries will support all three banks of flash at the block level. The 3-bit code is sufficient to cover replacement of the die). after the new data is written to the reliability determination area, and data indicating reliability is reduced, (eg., 0066 - When a determination is made to replace a block, the 3-bit value of the byte to be replaced in each block is stored in the location in the MRAM. When a determination is made that the block is “bad” the 3-bit value is changed to 111). It would have been obvious to one of ordinary skill in the art prior to the filing date of the claimed invention to modify the MRAM with portions for boot and user data as disclosed by Asnaashai, with Yu, with Berger, providing the benefit of eliminating the need for additional EEPROM components (see Berger, 0065) a cost-effective warm sparing approach is used to achieve high levels of fault tolerance with less components. In certain applications, the recorder can achieve excellent performance for mission lifetimes of five years and beyond (0068) a method of providing flash memory data recorders with high-reliability (0001). Claim 4. Asnaashai discloses wherein the boot area is an area for storing an operating system (eg., col 7:32-36 Fig. 3, 5 - MRAM portion 36b of hybrid reserved area 36 is shown, as an exemplary embodiment, to include the boot code, tables and data cache which are frequently accessed by the controller and effect system performance), and the data storage area of the work area is an area for storing data that is handled in a process performed by the operating system (eg., col 4:39 - MRAM portion 30b of hybrid user area 30.; col 4:50-54 hybrid user area 30 is entirely a part of the MRAM portion 30b. In the case where both the hybrid reserved area 36 and the hybrid user area 30 are both entirely a part of the MRAM devices 24) Claims 5-6 are rejected under 35 U.S.C. 103 as being unpatentable over Asnaashai (US 8711631) and in view of Yu (US 20120284587) and further in view of Berger (US 20190163408) and Hoya (US 20150074491) Claim 5. Asnaashai discloses An magnetoresistive random access memory having a work area, a boot area (eg., Fig. 2 col 4:25-39 - MRAM array 34, and MRAM array 34 of storage medias 18 includes the MRAM portion 36b of hybrid reserved area 36 and the MRAM portion 30b of hybrid user area 30; col 4:49-59 - the hybrid reserved area 36 may be entirely a part of the MRAM portion 36b. the hybrid user area 30 is entirely a part of the MRAM portion 30b. In the case where both the hybrid reserved area 36 and the hybrid user area 30 are both entirely a part of the MRAM devices 24, there is no need for the NAND devices 22… boot code), the magnetoresistive random access memory comprising: data stored in the reliability determination area is read, (eg., col 6:3-7 - if the host wishes to read data that the controller 14 has saved in the hybrid reserved area 36 but not yet moved to the hybrid user area 30, the controller 14 knows to access this data only from the hybrid reserved area 36; col 8:15-20 - user data is moved from the MRAM portion 36b to the intended LUN and the pointer of step 128 is re-adjusted to point to a location in the LUN where the user data has been moved). Asnaashai does not disclose, but Yu discloses and when the read data is different from the new data, the work area and the unused area are switched with each other (eg., 0093 - spare and swap blocks located in flash that are involved in partial overwrites. For example, data is written to one block in the flash and later a partial of original data is changed. The controller writes the new update to the spare block in flash first. Then the old and new data will be merged into the swap block. After that the original block and the spare block will be erased.; 0288 - DRAM buffer can be substituted with NVRAM such as ..Magnetoresistive RAM (MRAM), ) It would have been obvious to one of ordinary skill in the art prior to the filing date of the claimed invention to modify the MRAM with portions for boot and user data as disclosed by Asnaashai, with Yu, providing the benefit of extend the lifetime of individual blocks (see Yu, 0059) increased-endurance and longevity of flash memory drives (0006). Asnaashai in view of Yu does not disclose, but Berger discloses the work area comprising a data storage area and a reliability determination area (eg., 0066 Fig. 8 - the lower 48 KB of the MRAM are used to store the block byte replacement information in a block byte replacement partition 114; The upper part of the MRAM is used to store the block corrected error count in a block corrected error count partition 116. In this case as well, the corrected error count can store the block error corrected count for two sets of 6 die as 4-bit values allowing for up to 15 corrected errors before hitting the threshold ). in response to data being written to the data storage area of the work area, new data that is different from old data stored in the reliability determination area is written to the reliability determination area (eg., 0066 - All bytes in this partition are initialized to all zeros. When a determination is made to replace a block, the 3-bit value of the byte to be replaced in each block is stored in the location in the MRAM. ; 0057 - warm sparing data is stored in the lower part of the MRAM, with two entries per MRAM byte. In some cases, using a 3-bit code for the die to be replaced, 96 k 3-bit entries will support all three banks of flash at the block level. The 3-bit code is sufficient to cover replacement of the die). after the new data is written to the reliability determination area, and when the read data is different from the new data indicating reliability is reduced (eg., 0066 - When a determination is made to replace a block, the 3-bit value of the byte to be replaced in each block is stored in the location in the MRAM. When a determination is made that the block is “bad” the 3-bit value is changed to 111). It would have been obvious to one of ordinary skill in the art prior to the filing date of the claimed invention to modify the MRAM with portions for boot and user data as disclosed by Asnaashai, with Yu, with Berger, providing the benefit of eliminating the need for additional EEPROM components (see Berger, 0065) a cost-effective warm sparing approach is used to achieve high levels of fault tolerance with less components. In certain applications, the recorder can achieve excellent performance for mission lifetimes of five years and beyond (0068) a method of providing flash memory data recorders with high-reliability (0001). Asnaashai in view of Yu and Berger does not disclose, but Hoya discloses an unused area; an unused area where data is not stored (eg., 0021-0025 - A magnetic tunnel junction (MTJ) element is used here as the magnetoresistive element ; FIG. 2, the MTJ element includes a storage layer 1, a reference layer 3, and a tunnel barrier layer 2 arranged between the storage layer 1 and the reference layer 3.) It would have been obvious to one of ordinary skill in the art prior to the filing date of the claimed invention to modify the MRAM with portions for boot and user data as disclosed by Asnaashai, with Yu, with Berger, providing the benefit of data is read from the memory cell array 11, and error checking and correction of the read data is performed. Immediately after the error checking and correction, the data is written back to the address (memory cell) at which error data has been detected. This makes it possible to reduce data errors caused by read disturb and write errors (see Hoya, 0035). Claim 6. Asnaashai discloses wherein the boot area is an area for storing an operating system (eg., col 7:32-36 Fig. 3, 5 - MRAM portion 36b of hybrid reserved area 36 is shown, as an exemplary embodiment, to include the boot code, tables and data cache which are frequently accessed by the controller and effect system performance), and the data storage area of the work area is an area for storing data that is handled in a process performed by the operating system (eg., col 4:39 - MRAM portion 30b of hybrid user area 30.; col 4:50-54 hybrid user area 30 is entirely a part of the MRAM portion 30b. In the case where both the hybrid reserved area 36 and the hybrid user area 30 are both entirely a part of the MRAM devices 24) Response to Arguments Applicant's arguments filed 1/9/2026 have been fully considered but they are not persuasive. For claims 1 and 5, Applicant argues that that the cited references do not disclose the amended limitations. The Office disagrees. In the present OA, the updated combination of references render the amended limitations as obvious. Specifically, Asnaashai in view of Yu does not disclose, but Berger discloses the work area comprising a data storage area and a reliability determination area (eg., 0066 Fig. 8 - the lower 48 KB of the MRAM are used to store the block byte replacement information in a block byte replacement partition 114; The upper part of the MRAM is used to store the block corrected error count in a block corrected error count partition 116. In this case as well, the corrected error count can store the block error corrected count for two sets of 6 die as 4-bit values allowing for up to 15 corrected errors before hitting the threshold ). in response to data being written to the data storage area of the work area, new data that is different from old data stored in the reliability determination area is written to the reliability determination area (eg., 0066 - All bytes in this partition are initialized to all zeros. When a determination is made to replace a block, the 3-bit value of the byte to be replaced in each block is stored in the location in the MRAM. ; 0057 - warm sparing data is stored in the lower part of the MRAM, with two entries per MRAM byte. In some cases, using a 3-bit code for the die to be replaced, 96 k 3-bit entries will support all three banks of flash at the block level. The 3-bit code is sufficient to cover replacement of the die). after the new data is written to the reliability determination area, and data indicating reliability is reduced, (eg., 0066 - When a determination is made to replace a block, the 3-bit value of the byte to be replaced in each block is stored in the location in the MRAM. When a determination is made that the block is “bad” the 3-bit value is changed to 111). It would have been obvious to one of ordinary skill in the art prior to the filing date of the claimed invention to modify the MRAM with portions for boot and user data as disclosed by Asnaashai, with Yu, with Berger, providing the benefit of eliminating the need for additional EEPROM components (see Berger, 0065) a cost-effective warm sparing approach is used to achieve high levels of fault tolerance with less components. In certain applications, the recorder can achieve excellent performance for mission lifetimes of five years and beyond (0068) a method of providing flash memory data recorders with high-reliability (0001). Applicant’s arguments for dependent claims are based on their respective base independent claims 1 and 5, which are addressed above. Conclusion THIS ACTION IS MADE FINAL. Applicant is reminded of the extension of time policy as set forth in 37 CFR 1.136(a). A shortened statutory period for reply to this final action is set to expire THREE MONTHS from the mailing date of this action. In the event a first reply is filed within TWO MONTHS of the mailing date of this final action and the advisory action is not mailed until after the end of the THREE-MONTH shortened statutory period, then the shortened statutory period will expire on the date the advisory action is mailed, and any nonprovisional extension fee (37 CFR 1.17(a)) pursuant to 37 CFR 1.136(a) will be calculated from the mailing date of the advisory action. In no event, however, will the statutory period for reply expire later than SIX MONTHS from the mailing date of this final action. Any inquiry concerning this communication or earlier communications from the examiner should be directed to GAUTAM SAIN whose telephone number is (571)270-3555. The examiner can normally be reached M-F 9-5. Examiner interviews are available via telephone, in-person, and video conferencing using a USPTO supplied web-based collaboration tool. To schedule an interview, applicant is encouraged to use the USPTO Automated Interview Request (AIR) at http://www.uspto.gov/interviewpractice. If attempts to reach the examiner by telephone are unsuccessful, the examiner’s supervisor, Jared Rutz can be reached at 571-272-5535. The fax phone number for the organization where this application or proceeding is assigned is 571-273-8300. Information regarding the status of published or unpublished applications may be obtained from Patent Center. Unpublished application information in Patent Center is available to registered users. To file and manage patent submissions in Patent Center, visit: https://patentcenter.uspto.gov. Visit https://www.uspto.gov/patents/apply/patent-center for more information about Patent Center and https://www.uspto.gov/patents/docx for information about filing in DOCX format. For additional questions, contact the Electronic Business Center (EBC) at 866-217-9197 (toll-free). If you would like assistance from a USPTO Customer Service Representative, call 800-786-9199 (IN USA OR CANADA) or 571-272-1000. /GAUTAM SAIN/Primary Examiner, Art Unit 2135
Read full office action

Prosecution Timeline

Aug 23, 2024
Application Filed
Oct 15, 2025
Non-Final Rejection — §103, §112
Jan 09, 2026
Response Filed
Mar 09, 2026
Final Rejection — §103, §112 (current)

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Study what changed to get past this examiner. Based on 5 most recent grants.

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Prosecution Projections

3-4
Expected OA Rounds
67%
Grant Probability
92%
With Interview (+25.1%)
3y 5m
Median Time to Grant
Moderate
PTA Risk
Based on 415 resolved cases by this examiner. Grant probability derived from career allow rate.

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