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] => 15298323 [patent_doc_number] => 20190392297 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2019-12-26 [patent_title] => DEEP LEARNING HARDWARE [patent_app_type] => utility [patent_app_number] => 16/474029 [patent_app_country] => US [patent_app_date] => 2017-12-28 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 52258 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -23 [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] => 16474029 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/474029
DEEP LEARNING HARDWARE Dec 27, 2017 Pending
Array ( [id] => 18950204 [patent_doc_number] => 11893502 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2024-02-06 [patent_title] => Dynamic hardware selection for experts in mixture-of-experts model [patent_app_type] => utility [patent_app_number] => 15/849633 [patent_app_country] => US [patent_app_date] => 2017-12-20 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 6 [patent_figures_cnt] => 6 [patent_no_of_words] => 4572 [patent_no_of_claims] => 15 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 228 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 15849633 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/849633
Dynamic hardware selection for experts in mixture-of-experts model Dec 19, 2017 Issued
Array ( [id] => 14473859 [patent_doc_number] => 20190188574 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2019-06-20 [patent_title] => GROUND TRUTH GENERATION FRAMEWORK FOR DETERMINATION OF ALGORITHM ACCURACY AT SCALE [patent_app_type] => utility [patent_app_number] => 15/845325 [patent_app_country] => US [patent_app_date] => 2017-12-18 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 4028 [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] => 15845325 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/845325
GROUND TRUTH GENERATION FRAMEWORK FOR DETERMINATION OF ALGORITHM ACCURACY AT SCALE Dec 17, 2017 Abandoned
Array ( [id] => 17543282 [patent_doc_number] => 11308407 [patent_country] => US [patent_kind] => B1 [patent_issue_date] => 2022-04-19 [patent_title] => Anomaly detection with feedback [patent_app_type] => utility [patent_app_number] => 15/842291 [patent_app_country] => US [patent_app_date] => 2017-12-14 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 16 [patent_figures_cnt] => 16 [patent_no_of_words] => 9243 [patent_no_of_claims] => 21 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 167 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 15842291 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/842291
Anomaly detection with feedback Dec 13, 2017 Issued
Array ( [id] => 13628077 [patent_doc_number] => 20180365591 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2018-12-20 [patent_title] => ASSESSMENT RESULT DETERMINATION BASED ON PREDICTIVE ANALYTICS OR MACHINE LEARNING [patent_app_type] => utility [patent_app_number] => 15/842506 [patent_app_country] => US [patent_app_date] => 2017-12-14 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 15368 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -11 [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] => 15842506 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/842506
ASSESSMENT RESULT DETERMINATION BASED ON PREDICTIVE ANALYTICS OR MACHINE LEARNING Dec 13, 2017 Abandoned
Array ( [id] => 14380307 [patent_doc_number] => 20190164066 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2019-05-30 [patent_title] => DYNAMIC RUN-TIME CORPUS BUILDER [patent_app_type] => utility [patent_app_number] => 15/825742 [patent_app_country] => US [patent_app_date] => 2017-11-29 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6215 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 89 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 15825742 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/825742
DYNAMIC RUN-TIME CORPUS BUILDER Nov 28, 2017 Abandoned
Array ( [id] => 14348495 [patent_doc_number] => 20190156220 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2019-05-23 [patent_title] => USING MACHINE COMPREHENSION TO ANSWER A QUESTION [patent_app_type] => utility [patent_app_number] => 15/821552 [patent_app_country] => US [patent_app_date] => 2017-11-22 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 10386 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -16 [patent_words_short_claim] => 21 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 15821552 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/821552
USING MACHINE COMPREHENSION TO ANSWER A QUESTION Nov 21, 2017 Abandoned
Array ( [id] => 14348517 [patent_doc_number] => 20190156231 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2019-05-23 [patent_title] => USER SEGMENTATION USING PREDICTIVE MODEL INTERPRETATION [patent_app_type] => utility [patent_app_number] => 15/816480 [patent_app_country] => US [patent_app_date] => 2017-11-17 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 8707 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 227 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 15816480 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/816480
USER SEGMENTATION USING PREDICTIVE MODEL INTERPRETATION Nov 16, 2017 Pending
Array ( [id] => 14228581 [patent_doc_number] => 20190126463 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2019-05-02 [patent_title] => ROBOTIC ASSISTED ACTION TEMPLATE GENERATION BASED ON PROFILE [patent_app_type] => utility [patent_app_number] => 15/798709 [patent_app_country] => US [patent_app_date] => 2017-10-31 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 7742 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 154 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 15798709 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/798709
ROBOTIC ASSISTED ACTION TEMPLATE GENERATION BASED ON PROFILE Oct 30, 2017 Abandoned
Array ( [id] => 12613260 [patent_doc_number] => 20180096250 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2018-04-05 [patent_title] => PREDICTING AGGREGATE VALUE OF OBJECTS REPRESENTING POTENTIAL TRANSACTIONS [patent_app_type] => utility [patent_app_number] => 15/721336 [patent_app_country] => US [patent_app_date] => 2017-09-29 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 10430 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -12 [patent_words_short_claim] => 34 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 15721336 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/721336
PREDICTING AGGREGATE VALUE OF OBJECTS REPRESENTING POTENTIAL TRANSACTIONS Sep 28, 2017 Abandoned
Array ( [id] => 14136559 [patent_doc_number] => 20190102669 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2019-04-04 [patent_title] => GLOBAL AND LOCAL TIME-STEP DETERMINATION SCHEMES FOR NEURAL NETWORKS [patent_app_type] => utility [patent_app_number] => 15/721653 [patent_app_country] => US [patent_app_date] => 2017-09-29 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 22205 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 67 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 15721653 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/721653
GLOBAL AND LOCAL TIME-STEP DETERMINATION SCHEMES FOR NEURAL NETWORKS Sep 28, 2017 Abandoned
Array ( [id] => 13449987 [patent_doc_number] => 20180276536 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2018-09-27 [patent_title] => REFRACTORY CIRCUIT FOR INTEGRATED ARTIFICIAL NEURON DEVICE [patent_app_type] => utility [patent_app_number] => 15/697598 [patent_app_country] => US [patent_app_date] => 2017-09-07 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 2037 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -4 [patent_words_short_claim] => 231 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 15697598 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/697598
REFRACTORY CIRCUIT FOR INTEGRATED ARTIFICIAL NEURON DEVICE Sep 6, 2017 Abandoned
Array ( [id] => 20203392 [patent_doc_number] => 12406172 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-09-02 [patent_title] => Computational method for feedback in a hierarchical neural network [patent_app_type] => utility [patent_app_number] => 15/691103 [patent_app_country] => US [patent_app_date] => 2017-08-30 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 7 [patent_figures_cnt] => 7 [patent_no_of_words] => 0 [patent_no_of_claims] => 24 [patent_no_of_ind_claims] => 5 [patent_words_short_claim] => 170 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 15691103 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/691103
Computational method for feedback in a hierarchical neural network Aug 29, 2017 Issued
Array ( [id] => 16652580 [patent_doc_number] => 10929763 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2021-02-23 [patent_title] => Recommender system for heterogeneous log pattern editing operation [patent_app_type] => utility [patent_app_number] => 15/684293 [patent_app_country] => US [patent_app_date] => 2017-08-23 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 11 [patent_figures_cnt] => 11 [patent_no_of_words] => 5991 [patent_no_of_claims] => 18 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 316 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 15684293 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/684293
Recommender system for heterogeneous log pattern editing operation Aug 22, 2017 Issued
Array ( [id] => 13934389 [patent_doc_number] => 20190050710 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2019-02-14 [patent_title] => ADAPTIVE BIT-WIDTH REDUCTION FOR NEURAL NETWORKS [patent_app_type] => utility [patent_app_number] => 15/676701 [patent_app_country] => US [patent_app_date] => 2017-08-14 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 9299 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 231 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 15676701 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/676701
ADAPTIVE BIT-WIDTH REDUCTION FOR NEURAL NETWORKS Aug 13, 2017 Abandoned
Array ( [id] => 13433481 [patent_doc_number] => 20180268283 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2018-09-20 [patent_title] => Predictive Modeling from Distributed Datasets [patent_app_type] => utility [patent_app_number] => 15/639557 [patent_app_country] => US [patent_app_date] => 2017-06-30 [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] => -17 [patent_words_short_claim] => 61 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 15639557 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/639557
Predictive Modeling from Distributed Datasets Jun 29, 2017 Abandoned
Array ( [id] => 13783677 [patent_doc_number] => 20190005377 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2019-01-03 [patent_title] => ARTIFICIAL NEURAL NETWORK REDUCTION TO REDUCE INFERENCE COMPUTATION TIME [patent_app_type] => utility [patent_app_number] => 15/638993 [patent_app_country] => US [patent_app_date] => 2017-06-30 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6806 [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] => 15638993 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/638993
ARTIFICIAL NEURAL NETWORK REDUCTION TO REDUCE INFERENCE COMPUTATION TIME Jun 29, 2017 Abandoned
Array ( [id] => 13628075 [patent_doc_number] => 20180365590 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2018-12-20 [patent_title] => ASSESSMENT RESULT DETERMINATION BASED ON PREDICTIVE ANALYTICS OR MACHINE LEARNING [patent_app_type] => utility [patent_app_number] => 15/626917 [patent_app_country] => US [patent_app_date] => 2017-06-19 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 15368 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -6 [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] => 15626917 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/626917
ASSESSMENT RESULT DETERMINATION BASED ON PREDICTIVE ANALYTICS OR MACHINE LEARNING Jun 18, 2017 Abandoned
Array ( [id] => 17238811 [patent_doc_number] => 11182692 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2021-11-23 [patent_title] => Machine learning for ranking candidate subjects based on a training set [patent_app_type] => utility [patent_app_number] => 15/625352 [patent_app_country] => US [patent_app_date] => 2017-06-16 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 8 [patent_figures_cnt] => 8 [patent_no_of_words] => 9211 [patent_no_of_claims] => 9 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 524 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 15625352 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/625352
Machine learning for ranking candidate subjects based on a training set Jun 15, 2017 Issued
Array ( [id] => 14473855 [patent_doc_number] => 20190188572 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2019-06-20 [patent_title] => MEMORY-EFFICIENT BACKPROPAGATION THROUGH TIME [patent_app_type] => utility [patent_app_number] => 16/303101 [patent_app_country] => US [patent_app_date] => 2017-05-19 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 5969 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -7 [patent_words_short_claim] => 588 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16303101 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/303101
Memory-efficient backpropagation through time May 18, 2017 Issued
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