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] => 20507426 [patent_doc_number] => 12541704 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2026-02-03 [patent_title] => Machine-learning prediction or suggestion based on object identification [patent_app_type] => utility [patent_app_number] => 17/007438 [patent_app_country] => US [patent_app_date] => 2020-08-31 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 13 [patent_figures_cnt] => 13 [patent_no_of_words] => 7949 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 243 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17007438 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/007438
Machine-learning prediction or suggestion based on object identification Aug 30, 2020 Issued
Array ( [id] => 16676267 [patent_doc_number] => 20210065033 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-03-04 [patent_title] => SYNTHETIC DATA GENERATION USING BAYESIAN MODELS AND MACHINE LEARNING TECHNIQUES [patent_app_type] => utility [patent_app_number] => 16/997839 [patent_app_country] => US [patent_app_date] => 2020-08-19 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 4889 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -3 [patent_words_short_claim] => 246 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16997839 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/997839
SYNTHETIC DATA GENERATION USING BAYESIAN MODELS AND MACHINE LEARNING TECHNIQUES Aug 18, 2020 Abandoned
Array ( [id] => 16424219 [patent_doc_number] => 20200349417 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2020-11-05 [patent_title] => SYSTEMS AND METHODS TO DEMONSTRATE CONFIDENCE AND CERTAINTY IN FEEDFORWARD AI METHODS [patent_app_type] => utility [patent_app_number] => 16/932312 [patent_app_country] => US [patent_app_date] => 2020-07-17 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 12539 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -26 [patent_words_short_claim] => 53 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16932312 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/932312
SYSTEMS AND METHODS TO DEMONSTRATE CONFIDENCE AND CERTAINTY IN FEEDFORWARD AI METHODS Jul 16, 2020 Pending
Array ( [id] => 17346252 [patent_doc_number] => 20220012583 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-01-13 [patent_title] => CONTINUAL LEARNING USING CROSS CONNECTIONS [patent_app_type] => utility [patent_app_number] => 16/923196 [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] => 9540 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -21 [patent_words_short_claim] => 72 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16923196 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/923196
Continual learning using cross connections Jul 7, 2020 Issued
Array ( [id] => 16780691 [patent_doc_number] => 20210117770 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-04-22 [patent_title] => POWER ELECTRONIC CIRCUIT TROUBLESHOOT METHOD BASED ON BEETLE ANTENNAE OPTIMIZED DEEP BELIEF NETWORK ALGORITHM [patent_app_type] => utility [patent_app_number] => 15/931605 [patent_app_country] => US [patent_app_date] => 2020-05-14 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 4947 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -10 [patent_words_short_claim] => 221 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 15931605 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/931605
POWER ELECTRONIC CIRCUIT TROUBLESHOOT METHOD BASED ON BEETLE ANTENNAE OPTIMIZED DEEP BELIEF NETWORK ALGORITHM May 13, 2020 Abandoned
Array ( [id] => 16378551 [patent_doc_number] => 20200327393 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2020-10-15 [patent_title] => OPTIMIZATION SYSTEM AND CONTROL METHOD FOR OPTIMIZATION SYSTEM [patent_app_type] => utility [patent_app_number] => 16/823413 [patent_app_country] => US [patent_app_date] => 2020-03-19 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 10660 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -6 [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] => 16823413 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/823413
OPTIMIZATION SYSTEM AND CONTROL METHOD FOR OPTIMIZATION SYSTEM Mar 18, 2020 Abandoned
Array ( [id] => 16994475 [patent_doc_number] => 20210232895 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-07-29 [patent_title] => Flexible Parameter Sharing for Multi-Task Learning [patent_app_type] => utility [patent_app_number] => 16/820829 [patent_app_country] => US [patent_app_date] => 2020-03-17 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 10475 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 187 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16820829 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/820829
Flexible parameter sharing for multi-task learning Mar 16, 2020 Issued
Array ( [id] => 16225427 [patent_doc_number] => 20200250544 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2020-08-06 [patent_title] => LEARNING METHOD, STORAGE MEDIUM, AND LEARNING APPARATUS [patent_app_type] => utility [patent_app_number] => 16/780975 [patent_app_country] => US [patent_app_date] => 2020-02-04 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 9344 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -9 [patent_words_short_claim] => 159 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16780975 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/780975
LEARNING METHOD, STORAGE MEDIUM, AND LEARNING APPARATUS Feb 3, 2020 Abandoned
Array ( [id] => 16179476 [patent_doc_number] => 20200226444 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2020-07-16 [patent_title] => SYSTEMS, APPARATUS, METHODS, AND ARCHITECTURE FOR PRECISION HETEROGENEITY IN ACCELERATING NEURAL NETWORKS FOR INFERENCE AND TRAINING [patent_app_type] => utility [patent_app_number] => 16/744037 [patent_app_country] => US [patent_app_date] => 2020-01-15 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 13424 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -14 [patent_words_short_claim] => 49 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16744037 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/744037
SYSTEMS, APPARATUS, METHODS, AND ARCHITECTURE FOR PRECISION HETEROGENEITY IN ACCELERATING NEURAL NETWORKS FOR INFERENCE AND TRAINING Jan 14, 2020 Abandoned
Array ( [id] => 16751793 [patent_doc_number] => 20210103804 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-04-08 [patent_title] => Neuron-Based Computational Machine [patent_app_type] => utility [patent_app_number] => 16/744020 [patent_app_country] => US [patent_app_date] => 2020-01-15 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 5825 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -15 [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] => 16744020 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/744020
Neuron-Based Computational Machine Jan 14, 2020 Abandoned
Array ( [id] => 17388352 [patent_doc_number] => 20220036204 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-02-03 [patent_title] => LEARNING APPARATUS, ESTIMATION APPARATUS, PARAMETER CALCULATION METHOD AND PROGRAM [patent_app_type] => utility [patent_app_number] => 17/299679 [patent_app_country] => US [patent_app_date] => 2019-12-02 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 3825 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 108 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17299679 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/299679
LEARNING APPARATUS, ESTIMATION APPARATUS, PARAMETER CALCULATION METHOD AND PROGRAM Dec 1, 2019 Pending
Array ( [id] => 16751792 [patent_doc_number] => 20210103803 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-04-08 [patent_title] => Multi-Mode Planar Engine For Neural Processor [patent_app_type] => utility [patent_app_number] => 16/596439 [patent_app_country] => US [patent_app_date] => 2019-10-08 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 12065 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 149 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16596439 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/596439
Multi-mode planar engine for neural processor Oct 7, 2019 Issued
Array ( [id] => 16401430 [patent_doc_number] => 20200342288 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2020-10-29 [patent_title] => DIRECT COMPUTATION WITH COMPRESSED WEIGHT IN TRAINING DEEP NEURAL NETWORK [patent_app_type] => utility [patent_app_number] => 16/584711 [patent_app_country] => US [patent_app_date] => 2019-09-26 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 10055 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 121 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16584711 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/584711
DIRECT COMPUTATION WITH COMPRESSED WEIGHT IN TRAINING DEEP NEURAL NETWORK Sep 25, 2019 Abandoned
Array ( [id] => 16161551 [patent_doc_number] => 20200219008 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2020-07-09 [patent_title] => DISCRETE LEARNING STRUCTURE [patent_app_type] => utility [patent_app_number] => 16/558175 [patent_app_country] => US [patent_app_date] => 2019-09-02 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6347 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -12 [patent_words_short_claim] => 134 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16558175 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/558175
DISCRETE LEARNING STRUCTURE Sep 1, 2019 Abandoned
Array ( [id] => 16676264 [patent_doc_number] => 20210065030 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-03-04 [patent_title] => ARTIFICIAL INTELLIGENCE BASED EXTRAPOLATION MODEL FOR OUTAGES IN LIVE STREAM DATA [patent_app_type] => utility [patent_app_number] => 16/550909 [patent_app_country] => US [patent_app_date] => 2019-08-26 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6609 [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] => 16550909 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/550909
ARTIFICIAL INTELLIGENCE BASED EXTRAPOLATION MODEL FOR OUTAGES IN LIVE STREAM DATA Aug 25, 2019 Abandoned
Array ( [id] => 15838287 [patent_doc_number] => 20200134426 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2020-04-30 [patent_title] => AUTONOMOUS SYSTEM INCLUDING A CONTINUALLY LEARNING WORLD MODEL AND RELATED METHODS [patent_app_type] => utility [patent_app_number] => 16/548560 [patent_app_country] => US [patent_app_date] => 2019-08-22 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6956 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 130 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16548560 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/548560
AUTONOMOUS SYSTEM INCLUDING A CONTINUALLY LEARNING WORLD MODEL AND RELATED METHODS Aug 21, 2019 Abandoned
Array ( [id] => 17099331 [patent_doc_number] => 20210287122 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-09-16 [patent_title] => PREDICTION DEVICE, PREDICTION METHOD, AND PROGRAM [patent_app_type] => utility [patent_app_number] => 17/258823 [patent_app_country] => US [patent_app_date] => 2019-07-24 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 7298 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -4 [patent_words_short_claim] => 137 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17258823 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/258823
PREDICTION DEVICE, PREDICTION METHOD, AND PROGRAM Jul 23, 2019 Pending
Array ( [id] => 19780628 [patent_doc_number] => 12229663 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-02-18 [patent_title] => Deep learning system [patent_app_type] => utility [patent_app_number] => 16/511482 [patent_app_country] => US [patent_app_date] => 2019-07-15 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 7 [patent_figures_cnt] => 9 [patent_no_of_words] => 6380 [patent_no_of_claims] => 5 [patent_no_of_ind_claims] => 1 [patent_words_short_claim] => 289 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16511482 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/511482
Deep learning system Jul 14, 2019 Issued
Array ( [id] => 17269669 [patent_doc_number] => 11195097 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2021-12-07 [patent_title] => Building ensembles for deep learning by parallel data splitting [patent_app_type] => utility [patent_app_number] => 16/609130 [patent_app_country] => US [patent_app_date] => 2019-07-02 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 5 [patent_figures_cnt] => 5 [patent_no_of_words] => 8133 [patent_no_of_claims] => 32 [patent_no_of_ind_claims] => 4 [patent_words_short_claim] => 15 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16609130 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/609130
Building ensembles for deep learning by parallel data splitting Jul 1, 2019 Issued
Array ( [id] => 16515276 [patent_doc_number] => 20200394534 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2020-12-17 [patent_title] => MULTI TASK ORIENTED RECOMMENDATION SYSTEM FOR BENCHMARK IMPROVEMENT [patent_app_type] => utility [patent_app_number] => 16/442004 [patent_app_country] => US [patent_app_date] => 2019-06-14 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 11591 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 207 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16442004 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/442004
MULTI TASK ORIENTED RECOMMENDATION SYSTEM FOR BENCHMARK IMPROVEMENT Jun 13, 2019 Abandoned
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