Search

Robert Joseph Hoffberg

Examiner (ID: 18753, Phone: (571)272-2761 , Office: P/2835 )

Most Active Art Unit
2835
Art Unit(s)
2835, 2841, 2891, BPAI
Total Applications
1658
Issued Applications
1265
Pending Applications
73
Abandoned Applications
350

Applications

Application numberTitle of the applicationFiling DateStatus
Array ( [id] => 20494602 [patent_doc_number] => 12536474 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2026-01-27 [patent_title] => Boosting deep reinforcement learning performance by combining off-line data and simulators [patent_app_type] => utility [patent_app_number] => 17/488141 [patent_app_country] => US [patent_app_date] => 2021-09-28 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 14 [patent_figures_cnt] => 16 [patent_no_of_words] => 2742 [patent_no_of_claims] => 19 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 223 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17488141 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/488141
Boosting deep reinforcement learning performance by combining off-line data and simulators Sep 27, 2021 Issued
Array ( [id] => 17508002 [patent_doc_number] => 20220101105 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-03-31 [patent_title] => DEEP-LEARNING GENERATIVE MODEL [patent_app_type] => utility [patent_app_number] => 17/486684 [patent_app_country] => US [patent_app_date] => 2021-09-27 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 12377 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -16 [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] => 17486684 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/486684
DEEP-LEARNING GENERATIVE MODEL Sep 26, 2021 Pending
Array ( [id] => 18454815 [patent_doc_number] => 20230196095 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-06-22 [patent_title] => PURE INTEGER QUANTIZATION METHOD FOR LIGHTWEIGHT NEURAL NETWORK (LNN) [patent_app_type] => utility [patent_app_number] => 17/799933 [patent_app_country] => US [patent_app_date] => 2021-09-22 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 1215 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -2 [patent_words_short_claim] => 213 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17799933 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/799933
Pure integer quantization method for lightweight neural network (LNN) Sep 21, 2021 Issued
Array ( [id] => 17346244 [patent_doc_number] => 20220012575 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-01-13 [patent_title] => METHODS AND APPARATUS FOR LOCALIZED PROCESSING WITHIN MULTICORE NEURAL NETWORKS [patent_app_type] => utility [patent_app_number] => 17/367512 [patent_app_country] => US [patent_app_date] => 2021-07-05 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 17119 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 95 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17367512 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/367512
METHODS AND APPARATUS FOR LOCALIZED PROCESSING WITHIN MULTICORE NEURAL NETWORKS Jul 4, 2021 Pending
Array ( [id] => 20717006 [patent_doc_number] => 12632257 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2026-05-19 [patent_title] => System and architecture neural network accelerator including filter circuit [patent_app_type] => utility [patent_app_number] => 17/351425 [patent_app_country] => US [patent_app_date] => 2021-06-18 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 9 [patent_figures_cnt] => 9 [patent_no_of_words] => 22648 [patent_no_of_claims] => 18 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 488 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17351425 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/351425
System and architecture neural network accelerator including filter circuit Jun 17, 2021 Issued
Array ( [id] => 17129236 [patent_doc_number] => 20210304005 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-09-30 [patent_title] => TRACE-BASED NEUROMORPHIC ARCHITECTURE FOR ADVANCED LEARNING [patent_app_type] => utility [patent_app_number] => 17/346842 [patent_app_country] => US [patent_app_date] => 2021-06-14 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 14126 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -21 [patent_words_short_claim] => 48 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17346842 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/346842
TRACE-BASED NEUROMORPHIC ARCHITECTURE FOR ADVANCED LEARNING Jun 13, 2021 Pending
Array ( [id] => 19917915 [patent_doc_number] => 12293286 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-05-06 [patent_title] => Generating input data for a machine learning model [patent_app_type] => utility [patent_app_number] => 17/335819 [patent_app_country] => US [patent_app_date] => 2021-06-01 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 7 [patent_figures_cnt] => 8 [patent_no_of_words] => 0 [patent_no_of_claims] => 15 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 445 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17335819 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/335819
Generating input data for a machine learning model May 31, 2021 Issued
Array ( [id] => 17992350 [patent_doc_number] => 20220358387 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-11-10 [patent_title] => MACHINE LEARNING DRIVEN EXPERIMENTAL DESIGN FOR FOOD TECHNOLOGY [patent_app_type] => utility [patent_app_number] => 17/307950 [patent_app_country] => US [patent_app_date] => 2021-05-04 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 12126 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 335 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17307950 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/307950
Machine learning driven experimental design for food technology May 3, 2021 Issued
Array ( [id] => 17039754 [patent_doc_number] => 20210256390 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-08-19 [patent_title] => COMPUTATIONALLY EFFICIENT NEURAL NETWORK ARCHITECTURE SEARCH [patent_app_type] => utility [patent_app_number] => 17/306813 [patent_app_country] => US [patent_app_date] => 2021-05-03 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 9458 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => 0 [patent_words_short_claim] => 248 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17306813 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/306813
COMPUTATIONALLY EFFICIENT NEURAL NETWORK ARCHITECTURE SEARCH May 2, 2021 Pending
Array ( [id] => 17144318 [patent_doc_number] => 20210312331 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-10-07 [patent_title] => DYNAMIC VIDEO CONTENT OPTIMIZATION [patent_app_type] => utility [patent_app_number] => 17/234980 [patent_app_country] => US [patent_app_date] => 2021-04-20 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 7836 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -12 [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] => 17234980 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/234980
DYNAMIC VIDEO CONTENT OPTIMIZATION Apr 19, 2021 Abandoned
Array ( [id] => 19160113 [patent_doc_number] => 20240152820 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-05-09 [patent_title] => ADAPTIVE LEARNING IN DISTRIBUTION SHIFT FOR RAN AI/ML MODELS [patent_app_type] => utility [patent_app_number] => 18/548509 [patent_app_country] => US [patent_app_date] => 2021-03-23 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 17982 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -12 [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] => 18548509 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/548509
ADAPTIVE LEARNING IN DISTRIBUTION SHIFT FOR RAN AI/ML MODELS Mar 22, 2021 Pending
Array ( [id] => 17246069 [patent_doc_number] => 20210365813 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-11-25 [patent_title] => MANAGEMENT COMPUTER, MANAGEMENT PROGRAM, AND MANAGEMENT METHOD [patent_app_type] => utility [patent_app_number] => 17/209341 [patent_app_country] => US [patent_app_date] => 2021-03-23 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 8000 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 140 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17209341 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/209341
MANAGEMENT COMPUTER, MANAGEMENT PROGRAM, AND MANAGEMENT METHOD Mar 22, 2021 Abandoned
Array ( [id] => 19391841 [patent_doc_number] => 20240281711 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-08-22 [patent_title] => CLASS LABEL ESTIMATION APPARATUS, ERROR CAUSE ESTIMATION METHOD AND PROGRAM [patent_app_type] => utility [patent_app_number] => 18/548148 [patent_app_country] => US [patent_app_date] => 2021-03-23 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6737 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -5 [patent_words_short_claim] => 91 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18548148 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/548148
CLASS LABEL ESTIMATION APPARATUS, ERROR CAUSE ESTIMATION METHOD AND PROGRAM Mar 22, 2021 Pending
Array ( [id] => 20453878 [patent_doc_number] => 12516930 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2026-01-06 [patent_title] => Predicting geospatial measures [patent_app_type] => utility [patent_app_number] => 17/200023 [patent_app_country] => US [patent_app_date] => 2021-03-12 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 5 [patent_figures_cnt] => 5 [patent_no_of_words] => 1011 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 156 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17200023 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/200023
Predicting geospatial measures Mar 11, 2021 Issued
Array ( [id] => 18334875 [patent_doc_number] => 20230126823 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-04-27 [patent_title] => SYSTEM AND METHOD FOR ADAPTING TO CHANGING RESOURCE LIMITATIONS [patent_app_type] => utility [patent_app_number] => 17/911866 [patent_app_country] => US [patent_app_date] => 2021-03-12 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 12620 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [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] => 17911866 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/911866
SYSTEM AND METHOD FOR ADAPTING TO CHANGING RESOURCE LIMITATIONS Mar 11, 2021 Pending
Array ( [id] => 20666815 [patent_doc_number] => 12608590 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2026-04-21 [patent_title] => Generation and application of location embeddings [patent_app_type] => utility [patent_app_number] => 17/200097 [patent_app_country] => US [patent_app_date] => 2021-03-12 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 5 [patent_figures_cnt] => 5 [patent_no_of_words] => 998 [patent_no_of_claims] => 13 [patent_no_of_ind_claims] => 2 [patent_words_short_claim] => 340 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17200097 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/200097
Generation and application of location embeddings Mar 11, 2021 Issued
Array ( [id] => 20580566 [patent_doc_number] => 12572818 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2026-03-10 [patent_title] => Device and method for random walk simulation [patent_app_type] => utility [patent_app_number] => 17/200003 [patent_app_country] => US [patent_app_date] => 2021-03-12 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 6 [patent_figures_cnt] => 7 [patent_no_of_words] => 2326 [patent_no_of_claims] => 24 [patent_no_of_ind_claims] => 5 [patent_words_short_claim] => 165 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17200003 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/200003
Device and method for random walk simulation Mar 11, 2021 Issued
Array ( [id] => 17173029 [patent_doc_number] => 20210326700 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-10-21 [patent_title] => NEURAL NETWORK OPTIMIZATION [patent_app_type] => utility [patent_app_number] => 17/199976 [patent_app_country] => US [patent_app_date] => 2021-03-12 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6780 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -2 [patent_words_short_claim] => 284 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17199976 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/199976
NEURAL NETWORK OPTIMIZATION Mar 11, 2021 Abandoned
Array ( [id] => 18406793 [patent_doc_number] => 20230168144 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-06-01 [patent_title] => DETERMINING THE FLUID DENSITY IN AN ELECTRICAL DEVICE [patent_app_type] => utility [patent_app_number] => 17/918264 [patent_app_country] => US [patent_app_date] => 2021-03-11 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 2783 [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] => 17918264 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/918264
DETERMINING THE FLUID DENSITY IN AN ELECTRICAL DEVICE Mar 10, 2021 Pending
Array ( [id] => 16902875 [patent_doc_number] => 20210181791 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-06-17 [patent_title] => SYSTEM, METHOD, AND RECORDING MEDIUM FOR PREDICTING COGNITIVE STATES OF A SENDER OF AN ELECTRONIC MESSAGE [patent_app_type] => utility [patent_app_number] => 17/183716 [patent_app_country] => US [patent_app_date] => 2021-02-24 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6078 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => 0 [patent_words_short_claim] => 83 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17183716 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/183716
SYSTEM, METHOD, AND RECORDING MEDIUM FOR PREDICTING COGNITIVE STATES OF A SENDER OF AN ELECTRONIC MESSAGE Feb 23, 2021 Abandoned
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