
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 number | Title of the application | Filing Date | Status |
|---|---|---|---|
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 |