Search

Michael D. Mcduffie

Examiner (ID: 5772, Phone: (571)272-3832 , Office: P/3632 )

Most Active Art Unit
3632
Art Unit(s)
3632
Total Applications
1124
Issued Applications
739
Pending Applications
41
Abandoned Applications
352

Applications

Application numberTitle of the applicationFiling DateStatus
Array ( [id] => 20543897 [patent_doc_number] => 20260050788 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2026-02-19 [patent_title] => REDUCING DIMENSIONALITY OF MULTIMODAL EMBEDDINGS IN DEEP LEARNING MODELS [patent_app_type] => utility [patent_app_number] => 19/302874 [patent_app_country] => US [patent_app_date] => 2025-08-18 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 1795 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -20 [patent_words_short_claim] => 169 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 19302874 [rel_patent_id] =>[rel_patent_doc_number] =>)
19/302874
REDUCING DIMENSIONALITY OF MULTIMODAL EMBEDDINGS IN DEEP LEARNING MODELS Aug 17, 2025 Pending
Array ( [id] => 20235011 [patent_doc_number] => 20250292330 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-09-18 [patent_title] => MULTIMODAL FOUNDATION MODEL FOR TIME SERIES DATA [patent_app_type] => utility [patent_app_number] => 19/076771 [patent_app_country] => US [patent_app_date] => 2025-03-11 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 579 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 64 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 19076771 [rel_patent_id] =>[rel_patent_doc_number] =>)
19/076771
MULTIMODAL FOUNDATION MODEL FOR TIME SERIES DATA Mar 10, 2025 Pending
Array ( [id] => 19748356 [patent_doc_number] => 20250036921 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-01-30 [patent_title] => SYSTEM [patent_app_type] => utility [patent_app_number] => 18/911251 [patent_app_country] => US [patent_app_date] => 2024-10-10 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 8782 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -19 [patent_words_short_claim] => 370 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18911251 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/911251
SYSTEM Oct 9, 2024 Abandoned
Array ( [id] => 19499560 [patent_doc_number] => 20240338578 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-10-10 [patent_title] => SYSTEM, METHOD AND COMPUTER PROGRAM PRODUCT FOR DETECTING BYZANTINE NODES IN A CONSENSUS-BASED DISTRIBUTED SYSTEM [patent_app_type] => utility [patent_app_number] => 18/582517 [patent_app_country] => US [patent_app_date] => 2024-02-20 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 7938 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -10 [patent_words_short_claim] => 267 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18582517 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/582517
SYSTEM, METHOD AND COMPUTER PROGRAM PRODUCT FOR DETECTING BYZANTINE NODES IN A CONSENSUS-BASED DISTRIBUTED SYSTEM Feb 19, 2024 Pending
Array ( [id] => 20636082 [patent_doc_number] => 12596958 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2026-04-07 [patent_title] => Apparatus and methods for multiple stage process modeling [patent_app_type] => utility [patent_app_number] => 18/414718 [patent_app_country] => US [patent_app_date] => 2024-01-17 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 8 [patent_figures_cnt] => 9 [patent_no_of_words] => 16907 [patent_no_of_claims] => 17 [patent_no_of_ind_claims] => 2 [patent_words_short_claim] => 477 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18414718 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/414718
APPARATUS AND METHODS FOR MULTIPLE STAGE PROCESS MODELING Jan 16, 2024 Pending
Array ( [id] => 19334716 [patent_doc_number] => 20240249146 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-07-25 [patent_title] => Using Hierarchical Representations for Neural Network Architecture Searching [patent_app_type] => utility [patent_app_number] => 18/415376 [patent_app_country] => US [patent_app_date] => 2024-01-17 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 9405 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -16 [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] => 18415376 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/415376
Using Hierarchical Representations for Neural Network Architecture Searching Jan 16, 2024 Pending
Array ( [id] => 19220321 [patent_doc_number] => 20240185025 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-06-06 [patent_title] => Flexible Parameter Sharing for Multi-Task Learning [patent_app_type] => utility [patent_app_number] => 18/404553 [patent_app_country] => US [patent_app_date] => 2024-01-04 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 10478 [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] => 18404553 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/404553
Flexible Parameter Sharing for Multi-Task Learning Jan 3, 2024 Pending
Array ( [id] => 19205086 [patent_doc_number] => 20240176985 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-05-30 [patent_title] => ENCODING AND DECODING INFORMATION AND ARTIFICIAL NEURAL NETWORKS [patent_app_type] => utility [patent_app_number] => 18/527555 [patent_app_country] => US [patent_app_date] => 2023-12-04 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 19524 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -16 [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] => 18527555 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/527555
ENCODING AND DECODING INFORMATION AND ARTIFICIAL NEURAL NETWORKS Dec 3, 2023 Pending
Array ( [id] => 18847538 [patent_doc_number] => 20230409942 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-12-21 [patent_title] => Applying Two-qubit Quantum Logic Gates in a Superconducting Quantum Processing Unit [patent_app_type] => utility [patent_app_number] => 18/338601 [patent_app_country] => US [patent_app_date] => 2023-06-21 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 34750 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [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] => 18338601 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/338601
Applying Two-qubit Quantum Logic Gates in a Superconducting Quantum Processing Unit Jun 20, 2023 Pending
Array ( [id] => 19604201 [patent_doc_number] => 20240395081 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-11-28 [patent_title] => SYSTEMS AND METHODS FOR PROVIDING CUSTOMIZED DRIVING EVENT PREDICTIONS USING A MODEL BASED ON GENERAL AND USER FEEDBACK LABELS [patent_app_type] => utility [patent_app_number] => 18/321580 [patent_app_country] => US [patent_app_date] => 2023-05-22 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 11099 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 256 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18321580 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/321580
SYSTEMS AND METHODS FOR PROVIDING CUSTOMIZED DRIVING EVENT PREDICTIONS USING A MODEL BASED ON GENERAL AND USER FEEDBACK LABELS May 21, 2023 Pending
Array ( [id] => 19451551 [patent_doc_number] => 20240311681 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-09-19 [patent_title] => METHOD AND SYSTEM FOR FACILITATING REAL-TIME AUTOMATED DATA ANALYTICS [patent_app_type] => utility [patent_app_number] => 18/141663 [patent_app_country] => US [patent_app_date] => 2023-05-01 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 10069 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 161 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18141663 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/141663
METHOD AND SYSTEM FOR FACILITATING REAL-TIME AUTOMATED DATA ANALYTICS Apr 30, 2023 Pending
Array ( [id] => 18499571 [patent_doc_number] => 20230222331 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-07-13 [patent_title] => DEEP LEARNING HARDWARE [patent_app_type] => utility [patent_app_number] => 18/184651 [patent_app_country] => US [patent_app_date] => 2023-03-15 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 53017 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -13 [patent_words_short_claim] => 367 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18184651 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/184651
DEEP LEARNING HARDWARE Mar 14, 2023 Pending
Array ( [id] => 18439324 [patent_doc_number] => 20230186619 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-06-15 [patent_title] => APPARATUSES, SYSTEMS, AND METHODS FOR MACHINE LEARNING USING ON-MEMORY PATTERN MATCHING [patent_app_type] => utility [patent_app_number] => 18/164018 [patent_app_country] => US [patent_app_date] => 2023-02-03 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 10915 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 71 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18164018 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/164018
APPARATUSES, SYSTEMS, AND METHODS FOR MACHINE LEARNING USING ON-MEMORY PATTERN MATCHING Feb 2, 2023 Pending
Array ( [id] => 19347866 [patent_doc_number] => 20240256830 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-08-01 [patent_title] => MACHINE LEARNING MODEL ARCHITECTURE FOR COMBINING NETWORK DATA AND SEQUENTIAL DATA [patent_app_type] => utility [patent_app_number] => 18/104273 [patent_app_country] => US [patent_app_date] => 2023-01-31 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 10597 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -5 [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] => 18104273 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/104273
MACHINE LEARNING MODEL ARCHITECTURE FOR COMBINING NETWORK DATA AND SEQUENTIAL DATA Jan 30, 2023 Abandoned
Array ( [id] => 18539799 [patent_doc_number] => 20230244907 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-08-03 [patent_title] => GENERATING SEQUENCES OF DATA ELEMENTS USING CROSS-ATTENTION OPERATIONS [patent_app_type] => utility [patent_app_number] => 18/102985 [patent_app_country] => US [patent_app_date] => 2023-01-30 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 13295 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 233 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18102985 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/102985
GENERATING SEQUENCES OF DATA ELEMENTS USING CROSS-ATTENTION OPERATIONS Jan 29, 2023 Pending
Array ( [id] => 19022438 [patent_doc_number] => 20240078609 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-03-07 [patent_title] => FOCUSING UNSTRUCTURED DATA AND GENERATING FOCUSED DATA DETERMINATIONS FROM AN UNSTRUCTURED DATA SET [patent_app_type] => utility [patent_app_number] => 18/153439 [patent_app_country] => US [patent_app_date] => 2023-01-12 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 31091 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 107 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18153439 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/153439
FOCUSING UNSTRUCTURED DATA AND GENERATING FOCUSED DATA DETERMINATIONS FROM AN UNSTRUCTURED DATA SET Jan 11, 2023 Pending
Array ( [id] => 18584843 [patent_doc_number] => 20230267107 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-08-24 [patent_title] => GRAPHICAL REPRESENTATION OF AUTOMATED FEATURE ENGINEERING FOR FEATURE SELECTION [patent_app_type] => utility [patent_app_number] => 18/093592 [patent_app_country] => US [patent_app_date] => 2023-01-05 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 3147 [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] => 18093592 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/093592
GRAPHICAL REPRESENTATION OF AUTOMATED FEATURE ENGINEERING FOR FEATURE SELECTION Jan 4, 2023 Pending
Array ( [id] => 18351900 [patent_doc_number] => 20230140011 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-05-04 [patent_title] => LEARNING MODE FOR CONTEXT IDENTIFICATION [patent_app_type] => utility [patent_app_number] => 18/089028 [patent_app_country] => US [patent_app_date] => 2022-12-27 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 11009 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -3 [patent_words_short_claim] => 172 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18089028 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/089028
LEARNING MODE FOR CONTEXT IDENTIFICATION Dec 26, 2022 Abandoned
Array ( [id] => 18365098 [patent_doc_number] => 20230146689 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-05-11 [patent_title] => DEEP NEURAL NETWORK [patent_app_type] => utility [patent_app_number] => 18/061884 [patent_app_country] => US [patent_app_date] => 2022-12-05 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6029 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -5 [patent_words_short_claim] => 37 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18061884 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/061884
DEEP NEURAL NETWORK Dec 4, 2022 Pending
Array ( [id] => 18660296 [patent_doc_number] => 20230306304 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-09-28 [patent_title] => METHOD AND SYSTEM FOR SELECTING MACHINE LEARNING MODEL BASED ON DATA DISTRIBUTION [patent_app_type] => utility [patent_app_number] => 18/052528 [patent_app_country] => US [patent_app_date] => 2022-11-03 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 16754 [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] => 18052528 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/052528
METHOD AND SYSTEM FOR SELECTING MACHINE LEARNING MODEL BASED ON DATA DISTRIBUTION Nov 2, 2022 Abandoned
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