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Alexey Shmatov

Examiner (ID: 15560)

Most Active Art Unit
2157
Art Unit(s)
2123, 2158, 4171, 2169, 2124, 2157
Total Applications
471
Issued Applications
267
Pending Applications
43
Abandoned Applications
164

Applications

Application numberTitle of the applicationFiling DateStatus
Array ( [id] => 18742226 [patent_doc_number] => 20230351208 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-11-02 [patent_title] => NEURAL NETWORKS IMPLEMENTED WITH DSD CIRCUITS [patent_app_type] => utility [patent_app_number] => 18/204363 [patent_app_country] => US [patent_app_date] => 2023-05-31 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 14979 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -13 [patent_words_short_claim] => 96 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18204363 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/204363
NEURAL NETWORKS IMPLEMENTED WITH DSD CIRCUITS May 30, 2023 Pending
Array ( [id] => 20304502 [patent_doc_number] => 12450495 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-10-21 [patent_title] => Neural capacitance: neural network selection via edge dynamics [patent_app_type] => utility [patent_app_number] => 17/838722 [patent_app_country] => US [patent_app_date] => 2022-06-13 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 14 [patent_figures_cnt] => 17 [patent_no_of_words] => 9503 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 158 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17838722 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/838722
Neural capacitance: neural network selection via edge dynamics Jun 12, 2022 Issued
Array ( [id] => 18832893 [patent_doc_number] => 20230401420 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-12-14 [patent_title] => COMPILING ASYMMETRICALLY-QUANTIZED NEURAL NETWORK MODELS FOR DEEP LEARNING ACCELERATION [patent_app_type] => utility [patent_app_number] => 17/838240 [patent_app_country] => US [patent_app_date] => 2022-06-12 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 3614 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 102 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17838240 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/838240
Compiling asymmetrically-quantized neural network models for deep learning acceleration Jun 11, 2022 Issued
Array ( [id] => 18790492 [patent_doc_number] => 20230379347 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-11-23 [patent_title] => METHOD AND SYSTEM FOR ANOMALY DETECTION [patent_app_type] => utility [patent_app_number] => 17/749001 [patent_app_country] => US [patent_app_date] => 2022-05-19 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 4510 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 105 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17749001 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/749001
METHOD AND SYSTEM FOR ANOMALY DETECTION May 18, 2022 Issued
Array ( [id] => 18678416 [patent_doc_number] => 20230316064 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-10-05 [patent_title] => FEATURE-INSENSITIVE MACHINE LEARNING MODELS [patent_app_type] => utility [patent_app_number] => 17/708870 [patent_app_country] => US [patent_app_date] => 2022-03-30 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 13122 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 178 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17708870 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/708870
Feature-insensitive machine learning models Mar 29, 2022 Issued
Array ( [id] => 18422651 [patent_doc_number] => 20230177115 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-06-08 [patent_title] => ENHANCING SYNERGY BETWEEN MACHINE LEARNING MODELS AND ANNOTATORS [patent_app_type] => utility [patent_app_number] => 17/643309 [patent_app_country] => US [patent_app_date] => 2021-12-08 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 10078 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 69 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17643309 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/643309
ENHANCING SYNERGY BETWEEN MACHINE LEARNING MODELS AND ANNOTATORS Dec 7, 2021 Pending
Array ( [id] => 20537954 [patent_doc_number] => 12555032 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2026-02-17 [patent_title] => Feature selection via an ensemble of gating layers [patent_app_type] => utility [patent_app_number] => 17/537185 [patent_app_country] => US [patent_app_date] => 2021-11-29 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 6 [patent_figures_cnt] => 6 [patent_no_of_words] => 3813 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 276 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17537185 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/537185
Feature selection via an ensemble of gating layers Nov 28, 2021 Issued
Array ( [id] => 18365807 [patent_doc_number] => 20230147398 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-05-11 [patent_title] => SPAN LOSS PREDICTION WITH FEDERATED LEARNING [patent_app_type] => utility [patent_app_number] => 17/520463 [patent_app_country] => US [patent_app_date] => 2021-11-05 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6241 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 170 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17520463 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/520463
SPAN LOSS PREDICTION WITH FEDERATED LEARNING Nov 4, 2021 Pending
Array ( [id] => 20374425 [patent_doc_number] => 12481862 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-11-25 [patent_title] => Deep learning for rain fade prediction in satellite communications [patent_app_type] => utility [patent_app_number] => 17/453258 [patent_app_country] => US [patent_app_date] => 2021-11-02 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 5 [patent_figures_cnt] => 10 [patent_no_of_words] => 2425 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 2 [patent_words_short_claim] => 208 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17453258 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/453258
Deep learning for rain fade prediction in satellite communications Nov 1, 2021 Issued
Array ( [id] => 17009948 [patent_doc_number] => 20210241109 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-08-05 [patent_title] => METHOD FOR TRAINING IMAGE CLASSIFICATION MODEL, IMAGE PROCESSING METHOD, AND APPARATUSES [patent_app_type] => utility [patent_app_number] => 17/238634 [patent_app_country] => US [patent_app_date] => 2021-04-23 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 15224 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 86 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17238634 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/238634
Training semantic image segmentation model comprising deformable convolutional neural network Apr 22, 2021 Issued
Array ( [id] => 17598216 [patent_doc_number] => 20220147790 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-05-12 [patent_title] => Deep Polynomial Neural Networks [patent_app_type] => utility [patent_app_number] => 17/194561 [patent_app_country] => US [patent_app_date] => 2021-03-08 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 8073 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -16 [patent_words_short_claim] => 81 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17194561 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/194561
Deep Polynomial Neural Networks Mar 7, 2021 Abandoned
Array ( [id] => 17114556 [patent_doc_number] => 20210295153 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-09-23 [patent_title] => LEARNING DEVICE [patent_app_type] => utility [patent_app_number] => 17/184026 [patent_app_country] => US [patent_app_date] => 2021-02-24 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 5901 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [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] => 17184026 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/184026
LEARNING DEVICE Feb 23, 2021 Abandoned
Array ( [id] => 20374871 [patent_doc_number] => 12482311 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-11-25 [patent_title] => Accident-data-based vehicle feature determination [patent_app_type] => utility [patent_app_number] => 17/181572 [patent_app_country] => US [patent_app_date] => 2021-02-22 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 4 [patent_figures_cnt] => 4 [patent_no_of_words] => 6487 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [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] => 17181572 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/181572
Accident-data-based vehicle feature determination Feb 21, 2021 Issued
Array ( [id] => 17402023 [patent_doc_number] => 20220044113 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-02-10 [patent_title] => Asynchronous Neural Network Systems [patent_app_type] => utility [patent_app_number] => 17/178809 [patent_app_country] => US [patent_app_date] => 2021-02-18 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 12725 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -20 [patent_words_short_claim] => 48 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17178809 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/178809
Asynchronous Neural Network Systems Feb 17, 2021 Abandoned
Array ( [id] => 16764682 [patent_doc_number] => 20210110264 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-04-15 [patent_title] => METHODS AND APPARATUS TO FACILITATE EFFICIENT KNOWLEDGE SHARING AMONG NEURAL NETWORKS [patent_app_type] => utility [patent_app_number] => 17/129789 [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] => 12554 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -22 [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] => 17129789 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/129789
Methods and apparatus to facilitate efficient knowledge sharing among neural networks Dec 20, 2020 Issued
Array ( [id] => 16919270 [patent_doc_number] => 20210192362 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-06-24 [patent_title] => INFERENCE METHOD, STORAGE MEDIUM STORING INFERENCE PROGRAM, AND INFORMATION PROCESSING DEVICE [patent_app_type] => utility [patent_app_number] => 17/111555 [patent_app_country] => US [patent_app_date] => 2020-12-04 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 7040 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -12 [patent_words_short_claim] => 114 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17111555 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/111555
INFERENCE METHOD, STORAGE MEDIUM STORING INFERENCE PROGRAM, AND INFORMATION PROCESSING DEVICE Dec 3, 2020 Abandoned
Array ( [id] => 17415980 [patent_doc_number] => 20220050884 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-02-17 [patent_title] => UTILIZING MACHINE LEARNING MODELS TO AUTOMATICALLY GENERATE A SUMMARY OR VISUALIZATION OF DATA [patent_app_type] => utility [patent_app_number] => 16/990625 [patent_app_country] => US [patent_app_date] => 2020-08-11 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 13536 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 152 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16990625 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/990625
UTILIZING MACHINE LEARNING MODELS TO AUTOMATICALLY GENERATE A SUMMARY OR VISUALIZATION OF DATA Aug 10, 2020 Abandoned
Array ( [id] => 16401459 [patent_doc_number] => 20200342317 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2020-10-29 [patent_title] => FREEZING AND UNFREEZING CONNECTIONS BETWEEN NODES OF NODAL NETWORK [patent_app_type] => utility [patent_app_number] => 16/923218 [patent_app_country] => US [patent_app_date] => 2020-07-08 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 34822 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -20 [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] => 16923218 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/923218
FREEZING AND UNFREEZING CONNECTIONS BETWEEN NODES OF NODAL NETWORK Jul 7, 2020 Abandoned
Array ( [id] => 15967719 [patent_doc_number] => 20200167611 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2020-05-28 [patent_title] => APPARATUS AND METHOD OF ENSURING QUALITY OF CONTROL OPERATIONS OF SYSTEM ON THE BASIS OF REINFORCEMENT LEARNING [patent_app_type] => utility [patent_app_number] => 16/689563 [patent_app_country] => US [patent_app_date] => 2019-11-20 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 5658 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -14 [patent_words_short_claim] => 167 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16689563 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/689563
APPARATUS AND METHOD OF ENSURING QUALITY OF CONTROL OPERATIONS OF SYSTEM ON THE BASIS OF REINFORCEMENT LEARNING Nov 19, 2019 Abandoned
Array ( [id] => 17737084 [patent_doc_number] => 20220222544 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-07-14 [patent_title] => ANALYSIS DEVICE, ANALYSIS METHOD, AND ANALYSIS PROGRAM [patent_app_type] => utility [patent_app_number] => 17/607421 [patent_app_country] => US [patent_app_date] => 2019-05-09 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6679 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -3 [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] => 17607421 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/607421
ANALYSIS DEVICE, ANALYSIS METHOD, AND ANALYSIS PROGRAM May 8, 2019 Abandoned
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