Search

Matthew J. Smith

Examiner (ID: 15582)

Most Active Art Unit
3506
Art Unit(s)
3506, 3635, 3637, 2899, OPC, 3672, CQIC
Total Applications
990
Issued Applications
751
Pending Applications
34
Abandoned Applications
205

Applications

Application numberTitle of the applicationFiling DateStatus
Array ( [id] => 17010013 [patent_doc_number] => 20210241174 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-08-05 [patent_title] => COMPUTER IMPLEMENTED MACHINE LEARNING SYSTEM AND A METHOD FOR OPERATING THE MACHINE LEARNING SYSTEM FOR DETERMINING A TIME SERIES [patent_app_type] => utility [patent_app_number] => 17/138685 [patent_app_country] => US [patent_app_date] => 2020-12-30 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6484 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -11 [patent_words_short_claim] => 163 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17138685 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/138685
Computer implemented machine learning system and a method for operating the machine learning system for determining a time series Dec 29, 2020 Issued
Array ( [id] => 16919236 [patent_doc_number] => 20210192328 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-06-24 [patent_title] => PREFETCHING WEIGHTS FOR USE IN A NEURAL NETWORK PROCESSOR [patent_app_type] => utility [patent_app_number] => 17/134936 [patent_app_country] => US [patent_app_date] => 2020-12-28 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 7699 [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] => 17134936 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/134936
Prefetching weights for use in a neural network processor Dec 27, 2020 Issued
Array ( [id] => 16888066 [patent_doc_number] => 20210174263 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-06-10 [patent_title] => Method and Device For Testing [patent_app_type] => utility [patent_app_number] => 17/113198 [patent_app_country] => US [patent_app_date] => 2020-12-07 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 5986 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -14 [patent_words_short_claim] => 50 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17113198 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/113198
Method and Device For Testing Dec 6, 2020 Abandoned
Array ( [id] => 17667551 [patent_doc_number] => 11361252 [patent_country] => US [patent_kind] => B1 [patent_issue_date] => 2022-06-14 [patent_title] => Methods and systems for using reinforcement learning [patent_app_type] => utility [patent_app_number] => 17/114226 [patent_app_country] => US [patent_app_date] => 2020-12-07 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 10 [patent_figures_cnt] => 10 [patent_no_of_words] => 3574 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 2 [patent_words_short_claim] => 123 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17114226 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/114226
Methods and systems for using reinforcement learning Dec 6, 2020 Issued
Array ( [id] => 19293685 [patent_doc_number] => 12033039 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2024-07-09 [patent_title] => System and method for maintaining network integrity for incrementally training machine learning models at edge devices of a peer to peer network [patent_app_type] => utility [patent_app_number] => 17/113070 [patent_app_country] => US [patent_app_date] => 2020-12-06 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 9 [patent_figures_cnt] => 9 [patent_no_of_words] => 8885 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 307 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17113070 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/113070
System and method for maintaining network integrity for incrementally training machine learning models at edge devices of a peer to peer network Dec 5, 2020 Issued
Array ( [id] => 17629682 [patent_doc_number] => 20220164697 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-05-26 [patent_title] => Creating and Using Learning Models to Identify Botnet Traffic [patent_app_type] => utility [patent_app_number] => 17/102471 [patent_app_country] => US [patent_app_date] => 2020-11-24 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 17674 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 100 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17102471 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/102471
Creating and using learning models to identify botnet traffic Nov 23, 2020 Issued
Array ( [id] => 19259660 [patent_doc_number] => 12019714 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2024-06-25 [patent_title] => Structure detection models [patent_app_type] => utility [patent_app_number] => 17/098032 [patent_app_country] => US [patent_app_date] => 2020-11-13 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 14 [patent_figures_cnt] => 14 [patent_no_of_words] => 8645 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 223 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17098032 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/098032
Structure detection models Nov 12, 2020 Issued
Array ( [id] => 20550608 [patent_doc_number] => 12561402 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2026-02-24 [patent_title] => Identification of a section of bodily tissue for pathology tests [patent_app_type] => utility [patent_app_number] => 17/097220 [patent_app_country] => US [patent_app_date] => 2020-11-13 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 12 [patent_figures_cnt] => 13 [patent_no_of_words] => 10368 [patent_no_of_claims] => 25 [patent_no_of_ind_claims] => 5 [patent_words_short_claim] => 185 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17097220 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/097220
Identification of a section of bodily tissue for pathology tests Nov 12, 2020 Issued
Array ( [id] => 19795398 [patent_doc_number] => 12236349 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-02-25 [patent_title] => Guided training of machine learning models with convolution layer feature data fusion [patent_app_type] => utility [patent_app_number] => 17/098159 [patent_app_country] => US [patent_app_date] => 2020-11-13 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 9 [patent_figures_cnt] => 11 [patent_no_of_words] => 7303 [patent_no_of_claims] => 26 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 125 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17098159 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/098159
Guided training of machine learning models with convolution layer feature data fusion Nov 12, 2020 Issued
Array ( [id] => 18847486 [patent_doc_number] => 20230409890 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-12-21 [patent_title] => NEUROMORPHIC COMPUTER SUPPORTING BILLIONS OF NEURONS [patent_app_type] => utility [patent_app_number] => 18/036561 [patent_app_country] => US [patent_app_date] => 2020-11-12 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 3878 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -19 [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] => 18036561 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/036561
NEUROMORPHIC COMPUTER SUPPORTING BILLIONS OF NEURONS Nov 11, 2020 Pending
Array ( [id] => 17943837 [patent_doc_number] => 20220330854 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-10-20 [patent_title] => SYSTEMS AND METHODS FOR ASSESSING GAIT, STABILITY, AND/OR BALANCE OF A USER [patent_app_type] => utility [patent_app_number] => 17/771796 [patent_app_country] => US [patent_app_date] => 2020-10-20 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 17010 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -14 [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] => 17771796 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/771796
Systems and methods for assessing gait, stability, and/or balance of a user Oct 19, 2020 Issued
Array ( [id] => 19276463 [patent_doc_number] => 12026593 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2024-07-02 [patent_title] => Action suggestions for user-selected content [patent_app_type] => utility [patent_app_number] => 17/071330 [patent_app_country] => US [patent_app_date] => 2020-10-15 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 8 [patent_figures_cnt] => 11 [patent_no_of_words] => 12385 [patent_no_of_claims] => 16 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 315 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17071330 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/071330
Action suggestions for user-selected content Oct 14, 2020 Issued
Array ( [id] => 17476350 [patent_doc_number] => 20220083854 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-03-17 [patent_title] => Gradient Descent Algorithm For Near-Zero Learning Rate [patent_app_type] => utility [patent_app_number] => 17/069227 [patent_app_country] => US [patent_app_date] => 2020-10-13 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 4353 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -26 [patent_words_short_claim] => 122 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17069227 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/069227
Gradient descent algorithm for near-zero learning rate Oct 12, 2020 Issued
Array ( [id] => 19566892 [patent_doc_number] => 12141665 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2024-11-12 [patent_title] => Identifying and quantifying confounding bias based on expert knowledge [patent_app_type] => utility [patent_app_number] => 17/037303 [patent_app_country] => US [patent_app_date] => 2020-09-29 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 4 [patent_figures_cnt] => 4 [patent_no_of_words] => 6837 [patent_no_of_claims] => 14 [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] => 17037303 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/037303
Identifying and quantifying confounding bias based on expert knowledge Sep 28, 2020 Issued
Array ( [id] => 17508046 [patent_doc_number] => 20220101149 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-03-31 [patent_title] => ASSESSING PROPAGATION OF DISTRIBUTED CONTENT RELEVANT TO A SUBJECT OF FOCUS [patent_app_type] => utility [patent_app_number] => 17/031914 [patent_app_country] => US [patent_app_date] => 2020-09-25 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 8896 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 216 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17031914 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/031914
ASSESSING PROPAGATION OF DISTRIBUTED CONTENT RELEVANT TO A SUBJECT OF FOCUS Sep 24, 2020 Abandoned
Array ( [id] => 19029201 [patent_doc_number] => 11928562 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2024-03-12 [patent_title] => Framework for providing improved predictive model [patent_app_type] => utility [patent_app_number] => 17/023051 [patent_app_country] => US [patent_app_date] => 2020-09-16 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 12 [patent_figures_cnt] => 19 [patent_no_of_words] => 5772 [patent_no_of_claims] => 12 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 177 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17023051 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/023051
Framework for providing improved predictive model Sep 15, 2020 Issued
Array ( [id] => 17476397 [patent_doc_number] => 20220083901 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-03-17 [patent_title] => INDUCTIVE LEARNING AND INDUCTIVE FORGETTING FOR BOLSTERING MACHINE-LEARNING MODEL PERFORMANCE [patent_app_type] => utility [patent_app_number] => 17/018997 [patent_app_country] => US [patent_app_date] => 2020-09-11 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 13775 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -14 [patent_words_short_claim] => 194 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17018997 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/018997
Inductive learning and inductive forgetting for bolstering machine-learning model performance Sep 10, 2020 Issued
Array ( [id] => 17446954 [patent_doc_number] => 20220067459 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-03-03 [patent_title] => DYNAMIC POLICY PROGRAMMING FOR CONTINUOUS ACTION SPACES [patent_app_type] => utility [patent_app_number] => 17/008773 [patent_app_country] => US [patent_app_date] => 2020-09-01 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 7806 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 128 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17008773 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/008773
DYNAMIC POLICY PROGRAMMING FOR CONTINUOUS ACTION SPACES Aug 31, 2020 Abandoned
Array ( [id] => 18687487 [patent_doc_number] => 11783227 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2023-10-10 [patent_title] => Method, apparatus, device and readable medium for transfer learning in machine learning [patent_app_type] => utility [patent_app_number] => 16/998616 [patent_app_country] => US [patent_app_date] => 2020-08-20 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 3 [patent_figures_cnt] => 5 [patent_no_of_words] => 6992 [patent_no_of_claims] => 17 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 260 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16998616 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/998616
Method, apparatus, device and readable medium for transfer learning in machine learning Aug 19, 2020 Issued
Array ( [id] => 20146013 [patent_doc_number] => 12380356 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-08-05 [patent_title] => Identifying noise in verbal feedback using artificial text from non-textual parameters and transfer learning [patent_app_type] => utility [patent_app_number] => 16/995350 [patent_app_country] => US [patent_app_date] => 2020-08-17 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 8 [patent_figures_cnt] => 12 [patent_no_of_words] => 9272 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 248 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16995350 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/995350
Identifying noise in verbal feedback using artificial text from non-textual parameters and transfer learning Aug 16, 2020 Issued
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