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] => 15329627 [patent_doc_number] => 20200005143 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2020-01-02 [patent_title] => ARTIFICIAL NEURAL NETWORK WITH TRAINABLE ACTIVATION FUNCTIONS AND FRACTIONAL DERIVATIVE VALUES [patent_app_type] => utility [patent_app_number] => 16/556937 [patent_app_country] => US [patent_app_date] => 2019-08-30 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 5167 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -20 [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] => 16556937 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/556937
Artificial neural network with trainable activation functions and fractional derivative values Aug 29, 2019 Issued
Array ( [id] => 15715809 [patent_doc_number] => 20200104671 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2020-04-02 [patent_title] => RECURRENT NEURAL NETWORKS AND STATE MACHINES [patent_app_type] => utility [patent_app_number] => 16/524224 [patent_app_country] => US [patent_app_date] => 2019-07-29 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6520 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -12 [patent_words_short_claim] => 31 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16524224 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/524224
Recurrent neural networks having a probabilistic state component and state machines extracted from the recurrent neural networks Jul 28, 2019 Issued
Array ( [id] => 15594797 [patent_doc_number] => 20200073933 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2020-03-05 [patent_title] => MULTI-TRIPLET EXTRACTION METHOD BASED ON ENTITY-RELATION JOINT EXTRACTION MODEL [patent_app_type] => utility [patent_app_number] => 16/524191 [patent_app_country] => US [patent_app_date] => 2019-07-29 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 5068 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -12 [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] => 16524191 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/524191
MULTI-TRIPLET EXTRACTION METHOD BASED ON ENTITY-RELATION JOINT EXTRACTION MODEL Jul 28, 2019 Abandoned
Array ( [id] => 18357092 [patent_doc_number] => 11645496 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2023-05-09 [patent_title] => Optimization apparatus and optimization apparatus control method [patent_app_type] => utility [patent_app_number] => 16/521680 [patent_app_country] => US [patent_app_date] => 2019-07-25 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 16 [patent_figures_cnt] => 16 [patent_no_of_words] => 10670 [patent_no_of_claims] => 7 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 306 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16521680 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/521680
Optimization apparatus and optimization apparatus control method Jul 24, 2019 Issued
Array ( [id] => 15562491 [patent_doc_number] => 20200065657 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2020-02-27 [patent_title] => MACHINE LEARNING SYSTEM AND BOLTZMANN MACHINE CALCULATION METHOD [patent_app_type] => utility [patent_app_number] => 16/505747 [patent_app_country] => US [patent_app_date] => 2019-07-09 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 10189 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -13 [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] => 16505747 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/505747
MACHINE LEARNING SYSTEM AND BOLTZMANN MACHINE CALCULATION METHOD Jul 8, 2019 Abandoned
Array ( [id] => 15350099 [patent_doc_number] => 20200012941 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2020-01-09 [patent_title] => METHOD AND SYSTEM FOR GENERATION OF HYBRID LEARNING TECHNIQUES [patent_app_type] => utility [patent_app_number] => 16/506828 [patent_app_country] => US [patent_app_date] => 2019-07-09 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 5078 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -13 [patent_words_short_claim] => 123 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16506828 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/506828
METHOD AND SYSTEM FOR GENERATION OF HYBRID LEARNING TECHNIQUES Jul 8, 2019 Abandoned
Array ( [id] => 17543271 [patent_doc_number] => 11308396 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2022-04-19 [patent_title] => Neural network layer-by-layer debugging [patent_app_type] => utility [patent_app_number] => 16/455329 [patent_app_country] => US [patent_app_date] => 2019-06-27 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 12 [patent_figures_cnt] => 14 [patent_no_of_words] => 14846 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 181 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16455329 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/455329
Neural network layer-by-layer debugging Jun 26, 2019 Issued
Array ( [id] => 15248991 [patent_doc_number] => 10510022 [patent_country] => US [patent_kind] => B1 [patent_issue_date] => 2019-12-17 [patent_title] => Machine learning model feature contribution analytic system [patent_app_type] => utility [patent_app_number] => 16/451228 [patent_app_country] => US [patent_app_date] => 2019-06-25 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 23 [patent_figures_cnt] => 23 [patent_no_of_words] => 13070 [patent_no_of_claims] => 30 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 287 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16451228 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/451228
Machine learning model feature contribution analytic system Jun 24, 2019 Issued
Array ( [id] => 14967539 [patent_doc_number] => 20190311248 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2019-10-10 [patent_title] => METHOD FOR RANDOM SAMPLED CONVOLUTIONS WITH LOW COST ENHANCED EXPRESSIVE POWER [patent_app_type] => utility [patent_app_number] => 16/448355 [patent_app_country] => US [patent_app_date] => 2019-06-21 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 9142 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 109 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16448355 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/448355
METHOD FOR RANDOM SAMPLED CONVOLUTIONS WITH LOW COST ENHANCED EXPRESSIVE POWER Jun 20, 2019 Abandoned
Array ( [id] => 16802554 [patent_doc_number] => 10997503 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2021-05-04 [patent_title] => Computationally efficient neural network architecture search [patent_app_type] => utility [patent_app_number] => 16/447866 [patent_app_country] => US [patent_app_date] => 2019-06-20 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 5 [patent_figures_cnt] => 5 [patent_no_of_words] => 9416 [patent_no_of_claims] => 26 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 299 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16447866 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/447866
Computationally efficient neural network architecture search Jun 19, 2019 Issued
Array ( [id] => 14841377 [patent_doc_number] => 20190279089 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2019-09-12 [patent_title] => METHOD AND APPARATUS FOR NEURAL NETWORK PRUNING [patent_app_type] => utility [patent_app_number] => 16/416142 [patent_app_country] => US [patent_app_date] => 2019-05-17 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 7621 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -20 [patent_words_short_claim] => 112 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16416142 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/416142
METHOD AND APPARATUS FOR NEURAL NETWORK PRUNING May 16, 2019 Abandoned
Array ( [id] => 15920403 [patent_doc_number] => 10657445 [patent_country] => US [patent_kind] => B1 [patent_issue_date] => 2020-05-19 [patent_title] => Systems and methods for training and executing a neural network for collaborative monitoring of resource usage [patent_app_type] => utility [patent_app_number] => 16/414540 [patent_app_country] => US [patent_app_date] => 2019-05-16 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 7 [patent_figures_cnt] => 7 [patent_no_of_words] => 10827 [patent_no_of_claims] => 19 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 297 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16414540 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/414540
Systems and methods for training and executing a neural network for collaborative monitoring of resource usage May 15, 2019 Issued
Array ( [id] => 19925273 [patent_doc_number] => 12299559 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-05-13 [patent_title] => Neural network processing element of accelerator tile [patent_app_type] => utility [patent_app_number] => 17/052178 [patent_app_country] => US [patent_app_date] => 2019-04-25 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 11 [patent_figures_cnt] => 16 [patent_no_of_words] => 3780 [patent_no_of_claims] => 20 [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] => 17052178 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/052178
Neural network processing element of accelerator tile Apr 24, 2019 Issued
Array ( [id] => 14720819 [patent_doc_number] => 20190251473 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2019-08-15 [patent_title] => Cognitive System Virtual Corpus Training and Utilization [patent_app_type] => utility [patent_app_number] => 16/391398 [patent_app_country] => US [patent_app_date] => 2019-04-23 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 13702 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 170 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16391398 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/391398
Cognitive system virtual corpus training and utilization Apr 22, 2019 Issued
Array ( [id] => 16577813 [patent_doc_number] => 20210012214 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-01-14 [patent_title] => LEARNING APPARATUS, LEARNING METHOD, AND COMPUTER-READABLE RECORDING MEDIUM [patent_app_type] => utility [patent_app_number] => 16/982781 [patent_app_country] => US [patent_app_date] => 2019-03-26 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 7241 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -9 [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] => 16982781 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/982781
LEARNING APPARATUS, LEARNING METHOD, AND COMPUTER-READABLE RECORDING MEDIUM Mar 25, 2019 Abandoned
Array ( [id] => 16315926 [patent_doc_number] => 20200294664 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2020-09-17 [patent_title] => ADDING NEW ELECTRONIC EVENTS INTO AN ELECTRONIC USER PROFILE USING A LANGUAGE-INDEPENDENT DATA FORMAT [patent_app_type] => utility [patent_app_number] => 16/353816 [patent_app_country] => US [patent_app_date] => 2019-03-14 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6871 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -9 [patent_words_short_claim] => 25 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16353816 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/353816
ADDING NEW ELECTRONIC EVENTS INTO AN ELECTRONIC USER PROFILE USING A LANGUAGE-INDEPENDENT DATA FORMAT Mar 13, 2019 Abandoned
Array ( [id] => 16315138 [patent_doc_number] => 20200293876 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2020-09-17 [patent_title] => COMPRESSION OF DEEP NEURAL NETWORKS [patent_app_type] => utility [patent_app_number] => 16/351712 [patent_app_country] => US [patent_app_date] => 2019-03-13 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 7727 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 75 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16351712 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/351712
Compression of deep neural networks Mar 12, 2019 Issued
Array ( [id] => 16315125 [patent_doc_number] => 20200293863 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2020-09-17 [patent_title] => SYSTEM AND METHOD FOR EFFICIENT UTILIZATION OF MULTIPLIERS IN NEURAL-NETWORK COMPUTATIONS [patent_app_type] => utility [patent_app_number] => 16/298022 [patent_app_country] => US [patent_app_date] => 2019-03-11 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6549 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -15 [patent_words_short_claim] => 71 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16298022 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/298022
SYSTEM AND METHOD FOR EFFICIENT UTILIZATION OF MULTIPLIERS IN NEURAL-NETWORK COMPUTATIONS Mar 10, 2019 Abandoned
Array ( [id] => 18592439 [patent_doc_number] => 11741342 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2023-08-29 [patent_title] => Resource-efficient neural architects [patent_app_type] => utility [patent_app_number] => 16/297412 [patent_app_country] => US [patent_app_date] => 2019-03-08 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 15 [patent_figures_cnt] => 15 [patent_no_of_words] => 9221 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 279 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16297412 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/297412
Resource-efficient neural architects Mar 7, 2019 Issued
Array ( [id] => 16300220 [patent_doc_number] => 20200285943 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2020-09-10 [patent_title] => Optimizing Hierarchical Classification with Adaptive Node Collapses [patent_app_type] => utility [patent_app_number] => 16/291263 [patent_app_country] => US [patent_app_date] => 2019-03-04 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 13171 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -22 [patent_words_short_claim] => 187 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16291263 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/291263
Optimizing hierarchical classification with adaptive node collapses Mar 3, 2019 Issued
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