Search

Thomas Randazzo

Examiner (ID: 5829, Phone: (313)446-4903 , Office: P/3651 )

Most Active Art Unit
3651
Art Unit(s)
3651, 3655
Total Applications
1252
Issued Applications
1085
Pending Applications
63
Abandoned Applications
127

Applications

Application numberTitle of the applicationFiling DateStatus
Array ( [id] => 16738148 [patent_doc_number] => 10963804 [patent_country] => US [patent_kind] => B1 [patent_issue_date] => 2021-03-30 [patent_title] => Analytic system with extrapolation control in interactive graphical prediction evaluation [patent_app_type] => utility [patent_app_number] => 17/130008 [patent_app_country] => US [patent_app_date] => 2020-12-22 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 40 [patent_figures_cnt] => 41 [patent_no_of_words] => 13478 [patent_no_of_claims] => 30 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 261 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17130008 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/130008
Analytic system with extrapolation control in interactive graphical prediction evaluation Dec 21, 2020 Issued
Array ( [id] => 17675432 [patent_doc_number] => 20220188599 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-06-16 [patent_title] => WEAK NEURAL ARCHITECTURE SEARCH (NAS) PREDICTOR [patent_app_type] => utility [patent_app_number] => 17/122428 [patent_app_country] => US [patent_app_date] => 2020-12-15 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 7342 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 125 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17122428 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/122428
Weak neural architecture search (NAS) predictor Dec 14, 2020 Issued
Array ( [id] => 16888175 [patent_doc_number] => 20210174372 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-06-10 [patent_title] => METHODS AND APPARATUS FOR USING ARTIFICIAL INTELLIGENCE ENTITIES TO PROVIDE INFORMATION TO AN END USER [patent_app_type] => utility [patent_app_number] => 17/247439 [patent_app_country] => US [patent_app_date] => 2020-12-10 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 8476 [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] => 17247439 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/247439
METHODS AND APPARATUS FOR USING ARTIFICIAL INTELLIGENCE ENTITIES TO PROVIDE INFORMATION TO AN END USER Dec 9, 2020 Abandoned
Array ( [id] => 16722771 [patent_doc_number] => 20210089918 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-03-25 [patent_title] => SYSTEMS AND METHODS FOR COOPERATIVE MACHINE LEARNING [patent_app_type] => utility [patent_app_number] => 17/115395 [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] => 4320 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 118 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17115395 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/115395
SYSTEMS AND METHODS FOR COOPERATIVE MACHINE LEARNING Dec 7, 2020 Abandoned
Array ( [id] => 17203307 [patent_doc_number] => 20210343402 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-11-04 [patent_title] => HYPOGLYCEMIC EVENT PREDICTION USING MACHINE LEARNING [patent_app_type] => utility [patent_app_number] => 17/114106 [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] => 21964 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -22 [patent_words_short_claim] => 93 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17114106 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/114106
HYPOGLYCEMIC EVENT PREDICTION USING MACHINE LEARNING Dec 6, 2020 Pending
Array ( [id] => 20317539 [patent_doc_number] => 12456092 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-10-28 [patent_title] => Control tower and enterprise management platform with a machine learning/artificial intelligence managing sensor and the camera feeds into digital twin [patent_app_type] => utility [patent_app_number] => 17/112503 [patent_app_country] => US [patent_app_date] => 2020-12-04 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 82 [patent_figures_cnt] => 103 [patent_no_of_words] => 205195 [patent_no_of_claims] => 12 [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] => 17112503 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/112503
Control tower and enterprise management platform with a machine learning/artificial intelligence managing sensor and the camera feeds into digital twin Dec 3, 2020 Issued
Array ( [id] => 17079630 [patent_doc_number] => 11116062 [patent_country] => US [patent_kind] => B1 [patent_issue_date] => 2021-09-07 [patent_title] => Streetlight-based power tap [patent_app_type] => utility [patent_app_number] => 17/102354 [patent_app_country] => US [patent_app_date] => 2020-11-23 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 9 [patent_figures_cnt] => 15 [patent_no_of_words] => 20310 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 131 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17102354 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/102354
Streetlight-based power tap Nov 22, 2020 Issued
Array ( [id] => 19347880 [patent_doc_number] => 20240256844 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-08-01 [patent_title] => DEVICE COMPRISING AN ADAPTABLE AND ADDRESSABLE NEUROMORPHIC STRUCTURE [patent_app_type] => utility [patent_app_number] => 17/782054 [patent_app_country] => US [patent_app_date] => 2020-11-11 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 5525 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -10 [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] => 17782054 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/782054
Device comprising an adaptable and addressable neuromorphic structure Nov 10, 2020 Issued
Array ( [id] => 17598288 [patent_doc_number] => 20220147862 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-05-12 [patent_title] => EXPLANATORY CONFUSION MATRICES FOR MACHINE LEARNING [patent_app_type] => utility [patent_app_number] => 17/093978 [patent_app_country] => US [patent_app_date] => 2020-11-10 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 5431 [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] => 17093978 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/093978
Explanatory confusion matrices for machine learning Nov 9, 2020 Issued
Array ( [id] => 16615480 [patent_doc_number] => 20210034133 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-02-04 [patent_title] => FOLDABLE DISPLAY APPARATUS AND METHOD OF MANUFACTURING THE SAME [patent_app_type] => utility [patent_app_number] => 17/076490 [patent_app_country] => US [patent_app_date] => 2020-10-21 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 4941 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => 0 [patent_words_short_claim] => 142 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17076490 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/076490
Foldable display apparatus and method of manufacturing the same Oct 20, 2020 Issued
Array ( [id] => 16585220 [patent_doc_number] => 20210019622 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-01-21 [patent_title] => RECOMMENDING A DOCUMENT FOR A USER TO ACCESS [patent_app_type] => utility [patent_app_number] => 16/948888 [patent_app_country] => US [patent_app_date] => 2020-10-05 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 16447 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -16 [patent_words_short_claim] => 155 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16948888 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/948888
RECOMMENDING A DOCUMENT FOR A USER TO ACCESS Oct 4, 2020 Abandoned
Array ( [id] => 17508129 [patent_doc_number] => 20220101232 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-03-31 [patent_title] => INFERENTIAL ANALYSIS AND REPORTING OF CONTEXTUAL COMPLAINTS DATA [patent_app_type] => utility [patent_app_number] => 17/038394 [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] => 8464 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 211 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17038394 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/038394
Inferential analysis and reporting of contextual complaints data Sep 29, 2020 Issued
Array ( [id] => 17508013 [patent_doc_number] => 20220101116 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-03-31 [patent_title] => METHOD AND SYSTEM FOR PROBABLY ROBUST CLASSIFICATION WITH DETECTION OF ADVERSARIAL EXAMPLES [patent_app_type] => utility [patent_app_number] => 17/035203 [patent_app_country] => US [patent_app_date] => 2020-09-28 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 10070 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 125 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17035203 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/035203
Method and system for probably robust classification with detection of adversarial examples Sep 27, 2020 Issued
Array ( [id] => 19780645 [patent_doc_number] => 12229680 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-02-18 [patent_title] => Neural network accelerators resilient to conductance drift [patent_app_type] => utility [patent_app_number] => 17/035005 [patent_app_country] => US [patent_app_date] => 2020-09-28 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 5 [patent_figures_cnt] => 6 [patent_no_of_words] => 7879 [patent_no_of_claims] => 25 [patent_no_of_ind_claims] => 5 [patent_words_short_claim] => 152 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17035005 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/035005
Neural network accelerators resilient to conductance drift Sep 27, 2020 Issued
Array ( [id] => 16918417 [patent_doc_number] => 20210191509 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-06-24 [patent_title] => INFORMATION RECOMMENDATION METHOD, DEVICE AND STORAGE MEDIUM [patent_app_type] => utility [patent_app_number] => 17/035427 [patent_app_country] => US [patent_app_date] => 2020-09-28 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 7904 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -15 [patent_words_short_claim] => 138 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17035427 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/035427
INFORMATION RECOMMENDATION METHOD, DEVICE AND STORAGE MEDIUM Sep 27, 2020 Abandoned
Array ( [id] => 16559537 [patent_doc_number] => 20210004686 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-01-07 [patent_title] => FIXED POINT INTEGER IMPLEMENTATIONS FOR NEURAL NETWORKS [patent_app_type] => utility [patent_app_number] => 17/031496 [patent_app_country] => US [patent_app_date] => 2020-09-24 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 19236 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 110 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17031496 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/031496
FIXED POINT INTEGER IMPLEMENTATIONS FOR NEURAL NETWORKS Sep 23, 2020 Abandoned
Array ( [id] => 16722715 [patent_doc_number] => 20210089862 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-03-25 [patent_title] => METHOD AND APPARATUS WITH NEURAL NETWORK DATA PROCESSING AND/OR TRAINING [patent_app_type] => utility [patent_app_number] => 17/026951 [patent_app_country] => US [patent_app_date] => 2020-09-21 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 10886 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -26 [patent_words_short_claim] => 56 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17026951 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/026951
METHOD AND APPARATUS WITH NEURAL NETWORK DATA PROCESSING AND/OR TRAINING Sep 20, 2020 Abandoned
Array ( [id] => 17484919 [patent_doc_number] => 20220092423 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-03-24 [patent_title] => INPUT ORDERING NEURAL NETWORK DECOMPOSITION [patent_app_type] => utility [patent_app_number] => 17/026589 [patent_app_country] => US [patent_app_date] => 2020-09-21 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 5560 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 59 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17026589 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/026589
INPUT ORDERING NEURAL NETWORK DECOMPOSITION Sep 20, 2020 Abandoned
Array ( [id] => 17462852 [patent_doc_number] => 20220076158 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-03-10 [patent_title] => SYSTEM AND METHOD FOR A SMART ASSET RECOVERY MANAGEMENT FRAMEWORK [patent_app_type] => utility [patent_app_number] => 17/015162 [patent_app_country] => US [patent_app_date] => 2020-09-09 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 5812 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 92 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17015162 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/015162
SYSTEM AND METHOD FOR A SMART ASSET RECOVERY MANAGEMENT FRAMEWORK Sep 8, 2020 Abandoned
Array ( [id] => 16543942 [patent_doc_number] => 20200410357 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2020-12-31 [patent_title] => AUTOMATIC THRESHOLDS FOR NEURAL NETWORK PRUNING AND RETRAINING [patent_app_type] => utility [patent_app_number] => 17/016363 [patent_app_country] => US [patent_app_date] => 2020-09-09 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 4969 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 81 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17016363 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/016363
Automatic thresholds for neural network pruning and retraining Sep 8, 2020 Issued
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