Search

Michael B. Holmes

Examiner (ID: 4315, Phone: (571)272-3686 , Office: P/2129 )

Most Active Art Unit
2129
Art Unit(s)
2129, 2121, 2126, 2122, 2125
Total Applications
1897
Issued Applications
1654
Pending Applications
93
Abandoned Applications
163

Applications

Application numberTitle of the applicationFiling DateStatus
Array ( [id] => 19886103 [patent_doc_number] => 12271821 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-04-08 [patent_title] => Training an autoencoder with a classifier [patent_app_type] => utility [patent_app_number] => 18/790709 [patent_app_country] => US [patent_app_date] => 2024-07-31 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 18 [patent_figures_cnt] => 18 [patent_no_of_words] => 27850 [patent_no_of_claims] => 28 [patent_no_of_ind_claims] => 2 [patent_words_short_claim] => 301 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18790709 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/790709
Training an autoencoder with a classifier Jul 30, 2024 Issued
Array ( [id] => 19363200 [patent_doc_number] => 20240265234 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-08-08 [patent_title] => Digital Processing Circuits and Methods of Matrix Operations in an Artificially Intelligent Environment [patent_app_type] => utility [patent_app_number] => 18/638512 [patent_app_country] => US [patent_app_date] => 2024-04-17 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6053 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 85 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18638512 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/638512
Digital Processing Circuits and Methods of Matrix Operations in an Artificially Intelligent Environment Apr 16, 2024 Pending
Array ( [id] => 19236221 [patent_doc_number] => 20240193416 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-06-13 [patent_title] => CUTOFF VALUE OPTIMIZATION FOR BIAS MITIGATING MACHINE LEARNING TRAINING SYSTEM WITH MULTI-CLASS TARGET [patent_app_type] => utility [patent_app_number] => 18/444906 [patent_app_country] => US [patent_app_date] => 2024-02-19 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 22518 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -27 [patent_words_short_claim] => 344 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18444906 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/444906
Cutoff value optimization for bias mitigating machine learning training system with multi-class target Feb 18, 2024 Issued
Array ( [id] => 19369900 [patent_doc_number] => 12061986 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2024-08-13 [patent_title] => Adding a split detector compound node to a deep neural network [patent_app_type] => utility [patent_app_number] => 18/468011 [patent_app_country] => US [patent_app_date] => 2023-09-15 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 18 [patent_figures_cnt] => 18 [patent_no_of_words] => 27735 [patent_no_of_claims] => 32 [patent_no_of_ind_claims] => 2 [patent_words_short_claim] => 201 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18468011 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/468011
Adding a split detector compound node to a deep neural network Sep 14, 2023 Issued
Array ( [id] => 19732964 [patent_doc_number] => 12210963 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-01-28 [patent_title] => Neural processor with activation compression [patent_app_type] => utility [patent_app_number] => 18/336906 [patent_app_country] => US [patent_app_date] => 2023-06-16 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 36 [patent_figures_cnt] => 36 [patent_no_of_words] => 21832 [patent_no_of_claims] => 19 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 96 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18336906 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/336906
Neural processor with activation compression Jun 15, 2023 Issued
Array ( [id] => 18756441 [patent_doc_number] => 20230359890 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-11-09 [patent_title] => BIAS MITIGATING MACHINE LEARNING TRAINING SYSTEM WITH MULTI-CLASS TARGET [patent_app_type] => utility [patent_app_number] => 18/208455 [patent_app_country] => US [patent_app_date] => 2023-06-12 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 20993 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -27 [patent_words_short_claim] => 351 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18208455 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/208455
Bias mitigating machine learning training system with multi-class target Jun 11, 2023 Issued
Array ( [id] => 18750666 [patent_doc_number] => 11809980 [patent_country] => US [patent_kind] => B1 [patent_issue_date] => 2023-11-07 [patent_title] => Automatic classification of data sensitivity through machine learning [patent_app_type] => utility [patent_app_number] => 18/309470 [patent_app_country] => US [patent_app_date] => 2023-04-28 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 5 [patent_figures_cnt] => 5 [patent_no_of_words] => 9252 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 218 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18309470 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/309470
Automatic classification of data sensitivity through machine learning Apr 27, 2023 Issued
Array ( [id] => 18614685 [patent_doc_number] => 20230281422 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-09-07 [patent_title] => UPDATE OF LOCAL FEATURES MODEL BASED ON CORRECTION TO ROBOT ACTION [patent_app_type] => utility [patent_app_number] => 18/140366 [patent_app_country] => US [patent_app_date] => 2023-04-27 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 14866 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -16 [patent_words_short_claim] => 288 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18140366 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/140366
Update of local features model based on correction to robot action Apr 26, 2023 Issued
Array ( [id] => 18677690 [patent_doc_number] => 20230315336 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-10-05 [patent_title] => NEURAL PROCESSING DEVICE AND METHOD FOR CONVERTING DATA THEREOF [patent_app_type] => utility [patent_app_number] => 18/191737 [patent_app_country] => US [patent_app_date] => 2023-03-28 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 20645 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 94 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18191737 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/191737
Neural processing device and method for converting data thereof Mar 27, 2023 Issued
Array ( [id] => 18499556 [patent_doc_number] => 20230222315 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-07-13 [patent_title] => SYSTEMS AND METHODS FOR ENERGY-EFFICIENT DATA PROCESSING [patent_app_type] => utility [patent_app_number] => 18/114766 [patent_app_country] => US [patent_app_date] => 2023-02-27 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 5900 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 73 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18114766 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/114766
SYSTEMS AND METHODS FOR ENERGY-EFFICIENT DATA PROCESSING Feb 26, 2023 Pending
Array ( [id] => 19443523 [patent_doc_number] => 12093799 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2024-09-17 [patent_title] => System and method for evaluating the performance and usage of a question answering cognitive computing tool [patent_app_type] => utility [patent_app_number] => 18/096854 [patent_app_country] => US [patent_app_date] => 2023-01-13 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 10 [patent_figures_cnt] => 10 [patent_no_of_words] => 7486 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 159 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18096854 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/096854
System and method for evaluating the performance and usage of a question answering cognitive computing tool Jan 12, 2023 Issued
Array ( [id] => 18703721 [patent_doc_number] => 11790235 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2023-10-17 [patent_title] => Deep neural network with compound node functioning as a detector and rejecter [patent_app_type] => utility [patent_app_number] => 18/147313 [patent_app_country] => US [patent_app_date] => 2022-12-28 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 18 [patent_figures_cnt] => 18 [patent_no_of_words] => 27800 [patent_no_of_claims] => 42 [patent_no_of_ind_claims] => 2 [patent_words_short_claim] => 336 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18147313 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/147313
Deep neural network with compound node functioning as a detector and rejecter Dec 27, 2022 Issued
Array ( [id] => 19678366 [patent_doc_number] => 12190230 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-01-07 [patent_title] => Computation of neural network node by neural network inference circuit [patent_app_type] => utility [patent_app_number] => 17/982474 [patent_app_country] => US [patent_app_date] => 2022-11-07 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 19 [patent_figures_cnt] => 19 [patent_no_of_words] => 20427 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 1 [patent_words_short_claim] => 144 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17982474 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/982474
Computation of neural network node by neural network inference circuit Nov 6, 2022 Issued
Array ( [id] => 18703523 [patent_doc_number] => 11790036 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2023-10-17 [patent_title] => Bias mitigating machine learning training system [patent_app_type] => utility [patent_app_number] => 18/051906 [patent_app_country] => US [patent_app_date] => 2022-11-02 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 19 [patent_figures_cnt] => 20 [patent_no_of_words] => 17644 [patent_no_of_claims] => 30 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 402 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18051906 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/051906
Bias mitigating machine learning training system Nov 1, 2022 Issued
Array ( [id] => 19029242 [patent_doc_number] => 11928603 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2024-03-12 [patent_title] => Machine learning (ML) modeling by DNA computing [patent_app_type] => utility [patent_app_number] => 18/051308 [patent_app_country] => US [patent_app_date] => 2022-10-31 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 9 [patent_figures_cnt] => 9 [patent_no_of_words] => 11143 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 85 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18051308 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/051308
Machine learning (ML) modeling by DNA computing Oct 30, 2022 Issued
Array ( [id] => 19167720 [patent_doc_number] => 11983629 [patent_country] => US [patent_kind] => B1 [patent_issue_date] => 2024-05-14 [patent_title] => Prior injections for semi-labeled samples [patent_app_type] => utility [patent_app_number] => 17/977964 [patent_app_country] => US [patent_app_date] => 2022-10-31 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 4 [patent_figures_cnt] => 4 [patent_no_of_words] => 7827 [patent_no_of_claims] => 17 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 362 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17977964 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/977964
Prior injections for semi-labeled samples Oct 30, 2022 Issued
Array ( [id] => 18251879 [patent_doc_number] => 20230078918 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-03-16 [patent_title] => DEVICES AND METHODS FOR EFFICIENT EXECUTION OF RULES USING PRE-COMPILED DIRECTED ACYCLIC GRAPHS [patent_app_type] => utility [patent_app_number] => 17/972460 [patent_app_country] => US [patent_app_date] => 2022-10-24 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 8202 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 97 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17972460 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/972460
DEVICES AND METHODS FOR EFFICIENT EXECUTION OF RULES USING PRE-COMPILED DIRECTED ACYCLIC GRAPHS Oct 23, 2022 Pending
Array ( [id] => 18183161 [patent_doc_number] => 20230043891 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-02-09 [patent_title] => SYSTEMS, DEVICES, AND METHODS FOR IMPROVED AFFIX-BASED DOMAIN NAME SUGGESTION [patent_app_type] => utility [patent_app_number] => 17/962293 [patent_app_country] => US [patent_app_date] => 2022-10-07 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6357 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 104 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17962293 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/962293
SYSTEMS, DEVICES, AND METHODS FOR IMPROVED AFFIX-BASED DOMAIN NAME SUGGESTION Oct 6, 2022 Pending
Array ( [id] => 18240121 [patent_doc_number] => 20230072432 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-03-09 [patent_title] => APPARATUS AND METHOD FOR ACCELERATING DEEP NEURAL NETWORK LEARNING FOR DEEP REINFORCEMENT LEARNING [patent_app_type] => utility [patent_app_number] => 17/898553 [patent_app_country] => US [patent_app_date] => 2022-08-30 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6634 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -8 [patent_words_short_claim] => 110 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17898553 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/898553
APPARATUS AND METHOD FOR ACCELERATING DEEP NEURAL NETWORK LEARNING FOR DEEP REINFORCEMENT LEARNING Aug 29, 2022 Pending
Array ( [id] => 18095110 [patent_doc_number] => 20220413451 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-12-29 [patent_title] => Entropy-Based Techniques for Creation of Well-Balanced Computer Based Reasoning Systems [patent_app_type] => utility [patent_app_number] => 17/895762 [patent_app_country] => US [patent_app_date] => 2022-08-25 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 17413 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 2 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17895762 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/895762
Entropy-based techniques for creation of well-balanced computer based reasoning systems Aug 24, 2022 Issued
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