Search

Michael Lynch

Examiner (ID: 2623)

Most Active Art Unit
3303
Art Unit(s)
3303, 2899, 1804
Total Applications
277
Issued Applications
253
Pending Applications
0
Abandoned Applications
24

Applications

Application numberTitle of the applicationFiling DateStatus
Array ( [id] => 17854239 [patent_doc_number] => 20220284281 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-09-08 [patent_title] => IMITATION LEARNING WITH FITTED Q ITERATION [patent_app_type] => utility [patent_app_number] => 17/193171 [patent_app_country] => US [patent_app_date] => 2021-03-05 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 7467 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -20 [patent_words_short_claim] => 66 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17193171 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/193171
IMITATION LEARNING WITH FITTED Q ITERATION Mar 4, 2021 Pending
Array ( [id] => 18363944 [patent_doc_number] => 20230145535 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-05-11 [patent_title] => NEURAL NETWORK TRAINING TECHNIQUE [patent_app_type] => utility [patent_app_number] => 17/188338 [patent_app_country] => US [patent_app_date] => 2021-03-01 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 77667 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -27 [patent_words_short_claim] => 29 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17188338 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/188338
NEURAL NETWORK TRAINING TECHNIQUE Feb 28, 2021 Pending
Array ( [id] => 17809837 [patent_doc_number] => 20220261672 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-08-18 [patent_title] => INTELLIGENT DISTANCE PROMPTING [patent_app_type] => utility [patent_app_number] => 17/249028 [patent_app_country] => US [patent_app_date] => 2021-02-17 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 19456 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 283 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17249028 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/249028
Intelligent distance prompting Feb 16, 2021 Issued
Array ( [id] => 17040438 [patent_doc_number] => 20210257074 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-08-19 [patent_title] => TRACING OF COVID-19 VACCINE VIALS [patent_app_type] => utility [patent_app_number] => 17/171774 [patent_app_country] => US [patent_app_date] => 2021-02-09 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 8516 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -28 [patent_words_short_claim] => 116 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17171774 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/171774
TRACING OF COVID-19 VACCINE VIALS Feb 8, 2021 Pending
Array ( [id] => 17024604 [patent_doc_number] => 20210248476 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-08-12 [patent_title] => Machine-Learned Models Featuring Matrix Exponentiation Layers [patent_app_type] => utility [patent_app_number] => 17/170025 [patent_app_country] => US [patent_app_date] => 2021-02-08 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 8417 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -26 [patent_words_short_claim] => 117 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17170025 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/170025
Machine-Learned Models Featuring Matrix Exponentiation Layers Feb 7, 2021 Abandoned
Array ( [id] => 17039752 [patent_doc_number] => 20210256388 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-08-19 [patent_title] => Machine-Learned Models Featuring Matrix Exponentiation Layers [patent_app_type] => utility [patent_app_number] => 17/169740 [patent_app_country] => US [patent_app_date] => 2021-02-08 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 8417 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -19 [patent_words_short_claim] => 120 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17169740 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/169740
Machine-Learned Models Featuring Matrix Exponentiation Layers Feb 7, 2021 Abandoned
Array ( [id] => 17779156 [patent_doc_number] => 20220245506 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-08-04 [patent_title] => FLEXIBLE EMBEDDING SYSTEMS AND METHODS FOR REAL-TIME COMPARISONS [patent_app_type] => utility [patent_app_number] => 17/163396 [patent_app_country] => US [patent_app_date] => 2021-01-30 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 8046 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 153 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17163396 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/163396
FLEXIBLE EMBEDDING SYSTEMS AND METHODS FOR REAL-TIME COMPARISONS Jan 29, 2021 Pending
Array ( [id] => 17779042 [patent_doc_number] => 20220245392 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-08-04 [patent_title] => COMPOSITE EMBEDDING SYSTEMS AND METHODS FOR MULTI-LEVEL GRANULARITY SIMILARITY RELEVANCE SCORING [patent_app_type] => utility [patent_app_number] => 17/163383 [patent_app_country] => US [patent_app_date] => 2021-01-30 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 7776 [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] => 17163383 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/163383
Composite embedding systems and methods for multi-level granularity similarity relevance scoring Jan 29, 2021 Issued
Array ( [id] => 18243706 [patent_doc_number] => 20230076017 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-03-09 [patent_title] => METHOD FOR TRAINING NEURAL NETWORK BY USING DE-IDENTIFIED IMAGE AND SERVER PROVIDING SAME [patent_app_type] => utility [patent_app_number] => 17/795597 [patent_app_country] => US [patent_app_date] => 2021-01-26 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 5075 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -7 [patent_words_short_claim] => 140 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17795597 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/795597
METHOD FOR TRAINING NEURAL NETWORK BY USING DE-IDENTIFIED IMAGE AND SERVER PROVIDING SAME Jan 25, 2021 Pending
Array ( [id] => 16994497 [patent_doc_number] => 20210232917 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-07-29 [patent_title] => ESTIMATING USEFUL LIFE [patent_app_type] => utility [patent_app_number] => 17/157270 [patent_app_country] => US [patent_app_date] => 2021-01-25 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6797 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 136 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17157270 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/157270
ESTIMATING USEFUL LIFE Jan 24, 2021 Abandoned
Array ( [id] => 19950499 [patent_doc_number] => 12321865 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-06-03 [patent_title] => Event prediction based on multimodal learning [patent_app_type] => utility [patent_app_number] => 17/157832 [patent_app_country] => US [patent_app_date] => 2021-01-25 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 10 [patent_figures_cnt] => 10 [patent_no_of_words] => 8509 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 473 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17157832 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/157832
Event prediction based on multimodal learning Jan 24, 2021 Issued
Array ( [id] => 17024553 [patent_doc_number] => 20210248425 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-08-12 [patent_title] => REINFORCED TEXT REPRESENTATION LEARNING [patent_app_type] => utility [patent_app_number] => 17/155452 [patent_app_country] => US [patent_app_date] => 2021-01-22 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6546 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 112 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17155452 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/155452
REINFORCED TEXT REPRESENTATION LEARNING Jan 21, 2021 Abandoned
Array ( [id] => 20434509 [patent_doc_number] => 12505341 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-12-23 [patent_title] => Methods and systems for dynamically selecting alternative content based on real-time events during device sessions using cross-channel, time-bound deep reinforcement machine learning [patent_app_type] => utility [patent_app_number] => 17/142896 [patent_app_country] => US [patent_app_date] => 2021-01-06 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 6 [patent_figures_cnt] => 6 [patent_no_of_words] => 4757 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 313 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17142896 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/142896
Methods and systems for dynamically selecting alternative content based on real-time events during device sessions using cross-channel, time-bound deep reinforcement machine learning Jan 5, 2021 Issued
Array ( [id] => 17707400 [patent_doc_number] => 20220207407 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-06-30 [patent_title] => LOCALIZATION OF MACHINE LEARNING MODELS TRAINED WITH GLOBAL DATA [patent_app_type] => utility [patent_app_number] => 17/134430 [patent_app_country] => US [patent_app_date] => 2020-12-27 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 10553 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 123 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17134430 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/134430
LOCALIZATION OF MACHINE LEARNING MODELS TRAINED WITH GLOBAL DATA Dec 26, 2020 Abandoned
Array ( [id] => 16980409 [patent_doc_number] => 20210224646 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-07-22 [patent_title] => METHOD FOR GENERATING LABELED DATA, IN PARTICULAR FOR TRAINING A NEURAL NETWORK, BY IMPROVING INITIAL LABELS [patent_app_type] => utility [patent_app_number] => 17/129393 [patent_app_country] => US [patent_app_date] => 2020-12-21 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 7946 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -14 [patent_words_short_claim] => 140 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17129393 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/129393
METHOD FOR GENERATING LABELED DATA, IN PARTICULAR FOR TRAINING A NEURAL NETWORK, BY IMPROVING INITIAL LABELS Dec 20, 2020 Abandoned
17/111123 Systems and method for selecting a classification of input data from multiple classification systems Dec 2, 2020 Abandoned
Array ( [id] => 17948279 [patent_doc_number] => 20220335298 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-10-20 [patent_title] => ROBUST LEARNING DEVICE, ROBUST LEARNING METHOD, PROGRAM, AND STORAGE DEVICE [patent_app_type] => utility [patent_app_number] => 17/764316 [patent_app_country] => US [patent_app_date] => 2019-10-01 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6302 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -2 [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] => 17764316 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/764316
ROBUST LEARNING DEVICE, ROBUST LEARNING METHOD, PROGRAM, AND STORAGE DEVICE Sep 30, 2019 Abandoned
Array ( [id] => 16903820 [patent_doc_number] => 20210182736 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-06-17 [patent_title] => LEARNING DATA GENERATION DEVICE, LEARNING DATA GENERATION METHOD, AND NON-TRANSITORY COMPUTER READABLE RECORDING MEDIUM [patent_app_type] => utility [patent_app_number] => 17/268472 [patent_app_country] => US [patent_app_date] => 2019-08-14 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6653 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -10 [patent_words_short_claim] => 92 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17268472 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/268472
LEARNING DATA GENERATION DEVICE, LEARNING DATA GENERATION METHOD, AND NON-TRANSITORY COMPUTER READABLE RECORDING MEDIUM Aug 13, 2019 Pending
Array ( [id] => 19811567 [patent_doc_number] => 12242961 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-03-04 [patent_title] => Training method and system of neural network model and prediction method and system [patent_app_type] => utility [patent_app_number] => 17/262974 [patent_app_country] => US [patent_app_date] => 2019-07-22 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 7 [patent_figures_cnt] => 7 [patent_no_of_words] => 14070 [patent_no_of_claims] => 16 [patent_no_of_ind_claims] => 1 [patent_words_short_claim] => 665 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17262974 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/262974
Training method and system of neural network model and prediction method and system Jul 21, 2019 Issued
Array ( [id] => 17992342 [patent_doc_number] => 20220358379 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-11-10 [patent_title] => SYSTEM, APPARATUS AND METHOD OF MANAGING KNOWLEDGE GENERATED FROM TECHNICAL DATA [patent_app_type] => utility [patent_app_number] => 17/624249 [patent_app_country] => US [patent_app_date] => 2019-07-04 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 8654 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -12 [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] => 17624249 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/624249
SYSTEM, APPARATUS AND METHOD OF MANAGING KNOWLEDGE GENERATED FROM TECHNICAL DATA Jul 3, 2019 Abandoned
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