Search

Francis C. Gray

Examiner (ID: 10185, Phone: (571)270-3348 , Office: P/2852 )

Most Active Art Unit
2852
Art Unit(s)
4148, 2852
Total Applications
1534
Issued Applications
1396
Pending Applications
74
Abandoned Applications
97

Applications

Application numberTitle of the applicationFiling DateStatus
Array ( [id] => 19340800 [patent_doc_number] => 12050993 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2024-07-30 [patent_title] => Dynamic gradient deception against adversarial examples in machine learning models [patent_app_type] => utility [patent_app_number] => 17/114819 [patent_app_country] => US [patent_app_date] => 2020-12-08 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 9 [patent_figures_cnt] => 12 [patent_no_of_words] => 24637 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 246 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17114819 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/114819
Dynamic gradient deception against adversarial examples in machine learning models Dec 7, 2020 Issued
Array ( [id] => 16722770 [patent_doc_number] => 20210089917 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-03-25 [patent_title] => Heuristic Inference of Topological Representation of Metric Relationships [patent_app_type] => utility [patent_app_number] => 17/114529 [patent_app_country] => US [patent_app_date] => 2020-12-08 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 11605 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => 0 [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] => 17114529 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/114529
Heuristic Inference of Topological Representation of Metric Relationships Dec 7, 2020 Abandoned
Array ( [id] => 16857636 [patent_doc_number] => 20210158381 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-05-27 [patent_title] => METHODS AND APPARATUS TO FACILITATE DYNAMIC CLASSIFICATION FOR MARKET RESEARCH [patent_app_type] => utility [patent_app_number] => 17/114041 [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] => 13233 [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] => 17114041 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/114041
METHODS AND APPARATUS TO FACILITATE DYNAMIC CLASSIFICATION FOR MARKET RESEARCH Dec 6, 2020 Abandoned
Array ( [id] => 17659692 [patent_doc_number] => 20220180157 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-06-09 [patent_title] => Constraining neural networks for robustness through alternative encoding [patent_app_type] => utility [patent_app_number] => 17/112628 [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] => 7225 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -21 [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] => 17112628 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/112628
Constraining neural networks for robustness through alternative encoding Dec 3, 2020 Issued
Array ( [id] => 17099301 [patent_doc_number] => 20210287092 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-09-16 [patent_title] => METHOD AND DEVICE FOR PRUNING CONVOLUTIONAL LAYER IN NEURAL NETWORK [patent_app_type] => utility [patent_app_number] => 17/107973 [patent_app_country] => US [patent_app_date] => 2020-12-01 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 7922 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 146 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17107973 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/107973
METHOD AND DEVICE FOR PRUNING CONVOLUTIONAL LAYER IN NEURAL NETWORK Nov 30, 2020 Abandoned
Array ( [id] => 17277035 [patent_doc_number] => 20210383233 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-12-09 [patent_title] => METHOD, ELECTRONIC DEVICE, AND STORAGE MEDIUM FOR DISTILLING MODEL [patent_app_type] => utility [patent_app_number] => 17/101748 [patent_app_country] => US [patent_app_date] => 2020-11-23 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 5072 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -15 [patent_words_short_claim] => 183 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17101748 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/101748
METHOD, ELECTRONIC DEVICE, AND STORAGE MEDIUM FOR DISTILLING MODEL Nov 22, 2020 Abandoned
Array ( [id] => 17629651 [patent_doc_number] => 20220164666 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-05-26 [patent_title] => EFFICIENT MIXED-PRECISION SEARCH FOR QUANTIZERS IN ARTIFICIAL NEURAL NETWORKS [patent_app_type] => utility [patent_app_number] => 17/100651 [patent_app_country] => US [patent_app_date] => 2020-11-20 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 8793 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 127 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17100651 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/100651
Efficient mixed-precision search for quantizers in artificial neural networks Nov 19, 2020 Issued
Array ( [id] => 16729371 [patent_doc_number] => 20210096518 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-04-01 [patent_title] => PREDICTIVE CONTROL SYSTEMS AND METHODS WITH OFFLINE GAINS LEARNING AND ONLINE CONTROL [patent_app_type] => utility [patent_app_number] => 16/950643 [patent_app_country] => US [patent_app_date] => 2020-11-17 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 17449 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -20 [patent_words_short_claim] => 119 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16950643 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/950643
Predictive control systems and methods with offline gains learning and online control Nov 16, 2020 Issued
Array ( [id] => 18415199 [patent_doc_number] => 11669742 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2023-06-06 [patent_title] => Processing sensor data with multi-model system on resource-constrained device [patent_app_type] => utility [patent_app_number] => 16/950275 [patent_app_country] => US [patent_app_date] => 2020-11-17 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 5 [patent_figures_cnt] => 5 [patent_no_of_words] => 14319 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 133 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16950275 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/950275
Processing sensor data with multi-model system on resource-constrained device Nov 16, 2020 Issued
Array ( [id] => 19443510 [patent_doc_number] => 12093785 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2024-09-17 [patent_title] => High-fidelity measurement of bosonic modes [patent_app_type] => utility [patent_app_number] => 17/098248 [patent_app_country] => US [patent_app_date] => 2020-11-13 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 36 [patent_figures_cnt] => 45 [patent_no_of_words] => 27129 [patent_no_of_claims] => 12 [patent_no_of_ind_claims] => 2 [patent_words_short_claim] => 139 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17098248 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/098248
High-fidelity measurement of bosonic modes Nov 12, 2020 Issued
Array ( [id] => 18204504 [patent_doc_number] => 11586901 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2023-02-21 [patent_title] => High-density neuromorphic computing element [patent_app_type] => utility [patent_app_number] => 17/094356 [patent_app_country] => US [patent_app_date] => 2020-11-10 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 18 [patent_figures_cnt] => 18 [patent_no_of_words] => 5584 [patent_no_of_claims] => 5 [patent_no_of_ind_claims] => 1 [patent_words_short_claim] => 251 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17094356 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/094356
High-density neuromorphic computing element Nov 9, 2020 Issued
Array ( [id] => 18386515 [patent_doc_number] => 11657299 [patent_country] => US [patent_kind] => B1 [patent_issue_date] => 2023-05-23 [patent_title] => System and method for device identification and uniqueness [patent_app_type] => utility [patent_app_number] => 17/089577 [patent_app_country] => US [patent_app_date] => 2020-11-04 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 9 [patent_figures_cnt] => 9 [patent_no_of_words] => 9060 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 219 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17089577 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/089577
System and method for device identification and uniqueness Nov 3, 2020 Issued
Array ( [id] => 17565588 [patent_doc_number] => 20220129737 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-04-28 [patent_title] => SYSTEMS AND METHODS FOR IMPROVING COMPUTER OPERATION WITH FASTER NEURAL NETWORKS [patent_app_type] => utility [patent_app_number] => 17/083042 [patent_app_country] => US [patent_app_date] => 2020-10-28 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 9521 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 366 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17083042 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/083042
SYSTEMS AND METHODS FOR IMPROVING COMPUTER OPERATION WITH FASTER NEURAL NETWORKS Oct 27, 2020 Pending
Array ( [id] => 18119758 [patent_doc_number] => 11551153 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2023-01-10 [patent_title] => Localized learning from a global model [patent_app_type] => utility [patent_app_number] => 17/082730 [patent_app_country] => US [patent_app_date] => 2020-10-28 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 6 [patent_figures_cnt] => 6 [patent_no_of_words] => 7912 [patent_no_of_claims] => 21 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 293 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17082730 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/082730
Localized learning from a global model Oct 27, 2020 Issued
Array ( [id] => 18912281 [patent_doc_number] => 11875261 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2024-01-16 [patent_title] => Automated cross-node communication in distributed directed acyclic graph [patent_app_type] => utility [patent_app_number] => 17/072803 [patent_app_country] => US [patent_app_date] => 2020-10-16 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 13 [patent_figures_cnt] => 13 [patent_no_of_words] => 13661 [patent_no_of_claims] => 18 [patent_no_of_ind_claims] => 2 [patent_words_short_claim] => 166 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17072803 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/072803
Automated cross-node communication in distributed directed acyclic graph Oct 15, 2020 Issued
Array ( [id] => 20790515 [patent_doc_number] => 12664431 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2026-06-23 [patent_title] => Method and apparatus for pruning neural networks [patent_app_type] => utility [patent_app_number] => 17/769707 [patent_app_country] => US [patent_app_date] => 2020-10-06 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 7 [patent_figures_cnt] => 8 [patent_no_of_words] => 1433 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 2 [patent_words_short_claim] => 200 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17769707 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/769707
METHOD AND APPARATUS FOR PRUNING NEURAL NETWORKS Oct 5, 2020 Issued
Array ( [id] => 18007457 [patent_doc_number] => 20220366223 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-11-17 [patent_title] => A METHOD FOR UNCERTAINTY ESTIMATION IN DEEP NEURAL NETWORKS [patent_app_type] => utility [patent_app_number] => 17/764133 [patent_app_country] => US [patent_app_date] => 2020-09-30 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 4020 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -12 [patent_words_short_claim] => 124 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17764133 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/764133
A METHOD FOR UNCERTAINTY ESTIMATION IN DEEP NEURAL NETWORKS Sep 29, 2020 Pending
Array ( [id] => 20580589 [patent_doc_number] => 12572841 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2026-03-10 [patent_title] => Mobile AI [patent_app_type] => utility [patent_app_number] => 17/036218 [patent_app_country] => US [patent_app_date] => 2020-09-29 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 8 [patent_figures_cnt] => 8 [patent_no_of_words] => 9398 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 255 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17036218 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/036218
Mobile AI Sep 28, 2020 Issued
Array ( [id] => 19228819 [patent_doc_number] => 12008457 [patent_country] => US [patent_kind] => B1 [patent_issue_date] => 2024-06-11 [patent_title] => Convolutional neural network with positional embeddings for audio processing [patent_app_type] => utility [patent_app_number] => 17/037515 [patent_app_country] => US [patent_app_date] => 2020-09-29 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 7 [patent_figures_cnt] => 7 [patent_no_of_words] => 8411 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 83 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17037515 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/037515
Convolutional neural network with positional embeddings for audio processing Sep 28, 2020 Issued
Array ( [id] => 20673605 [patent_doc_number] => 12614120 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2026-04-28 [patent_title] => Field programmable gate array architecture optimized for machine learning applications [patent_app_type] => utility [patent_app_number] => 17/763739 [patent_app_country] => US [patent_app_date] => 2020-09-29 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 22 [patent_figures_cnt] => 23 [patent_no_of_words] => 10508 [patent_no_of_claims] => 14 [patent_no_of_ind_claims] => 1 [patent_words_short_claim] => 106 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17763739 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/763739
Field programmable gate array architecture optimized for machine learning applications Sep 28, 2020 Issued
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