Search

Steven M. Sutherland

Examiner (ID: 11488, Phone: (571)270-1902 , Office: P/3741 )

Most Active Art Unit
3741
Art Unit(s)
3741, 3752
Total Applications
1147
Issued Applications
889
Pending Applications
86
Abandoned Applications
191

Applications

Application numberTitle of the applicationFiling DateStatus
Array ( [id] => 19493536 [patent_doc_number] => 12112254 [patent_country] => US [patent_kind] => B1 [patent_issue_date] => 2024-10-08 [patent_title] => Optimizing loss function during training of network [patent_app_type] => utility [patent_app_number] => 16/780843 [patent_app_country] => US [patent_app_date] => 2020-02-03 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 14 [patent_figures_cnt] => 14 [patent_no_of_words] => 22030 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 2 [patent_words_short_claim] => 205 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16780843 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/780843
Optimizing loss function during training of network Feb 2, 2020 Issued
Array ( [id] => 17009933 [patent_doc_number] => 20210241094 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-08-05 [patent_title] => RANK SELECTION IN TENSOR DECOMPOSITION BASED ON REINFORCEMENT LEARNING FOR DEEP NEURAL NETWORKS [patent_app_type] => utility [patent_app_number] => 16/979522 [patent_app_country] => US [patent_app_date] => 2019-11-26 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 7067 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 242 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16979522 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/979522
RANK SELECTION IN TENSOR DECOMPOSITION BASED ON REINFORCEMENT LEARNING FOR DEEP NEURAL NETWORKS Nov 25, 2019 Abandoned
Array ( [id] => 18415188 [patent_doc_number] => 11669731 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2023-06-06 [patent_title] => Solving based introspection to augment the training of reinforcement learning agents for control and planning on robots and autonomous vehicles [patent_app_type] => utility [patent_app_number] => 16/691446 [patent_app_country] => US [patent_app_date] => 2019-11-21 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 6 [patent_figures_cnt] => 7 [patent_no_of_words] => 5349 [patent_no_of_claims] => 12 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 208 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16691446 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/691446
Solving based introspection to augment the training of reinforcement learning agents for control and planning on robots and autonomous vehicles Nov 20, 2019 Issued
Array ( [id] => 16826887 [patent_doc_number] => 20210142180 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-05-13 [patent_title] => FEEDBACK DISCRIMINATOR [patent_app_type] => utility [patent_app_number] => 16/676632 [patent_app_country] => US [patent_app_date] => 2019-11-07 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 8381 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 115 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16676632 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/676632
Feedback discriminator Nov 6, 2019 Issued
Array ( [id] => 16780750 [patent_doc_number] => 20210117829 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-04-22 [patent_title] => LEARNING PATTERN DICTIONARY FROM NOISY NUMERICAL DATA IN DISTRIBUTED NETWORKS [patent_app_type] => utility [patent_app_number] => 16/655202 [patent_app_country] => US [patent_app_date] => 2019-10-16 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6793 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 129 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16655202 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/655202
LEARNING PATTERN DICTIONARY FROM NOISY NUMERICAL DATA IN DISTRIBUTED NETWORKS Oct 15, 2019 Pending
Array ( [id] => 16751789 [patent_doc_number] => 20210103800 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-04-08 [patent_title] => CERTIFIED ADVERSARIAL ROBUSTNESS FOR DEEP REINFORCEMENT LEARNING [patent_app_type] => utility [patent_app_number] => 16/595175 [patent_app_country] => US [patent_app_date] => 2019-10-07 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 5523 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 37 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16595175 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/595175
CERTIFIED ADVERSARIAL ROBUSTNESS FOR DEEP REINFORCEMENT LEARNING Oct 6, 2019 Abandoned
Array ( [id] => 17231172 [patent_doc_number] => 20210357729 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-11-18 [patent_title] => SYSTEM AND METHOD FOR EXPLAINING THE BEHAVIOR OF NEURAL NETWORKS [patent_app_type] => utility [patent_app_number] => 16/583392 [patent_app_country] => US [patent_app_date] => 2019-09-26 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 12810 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [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] => 16583392 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/583392
SYSTEM AND METHOD FOR EXPLAINING THE BEHAVIOR OF NEURAL NETWORKS Sep 25, 2019 Abandoned
Array ( [id] => 15623617 [patent_doc_number] => 20200082213 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2020-03-12 [patent_title] => SAMPLE PROCESSING METHOD AND DEVICE [patent_app_type] => utility [patent_app_number] => 16/562050 [patent_app_country] => US [patent_app_date] => 2019-09-05 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 8064 [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] => 16562050 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/562050
SAMPLE PROCESSING METHOD AND DEVICE Sep 4, 2019 Abandoned
Array ( [id] => 16965379 [patent_doc_number] => 20210216878 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-07-15 [patent_title] => DEEP LEARNING-BASED COREGISTRATION [patent_app_type] => utility [patent_app_number] => 17/270810 [patent_app_country] => US [patent_app_date] => 2019-08-21 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 4830 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -36 [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] => 17270810 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/270810
DEEP LEARNING-BASED COREGISTRATION Aug 20, 2019 Pending
Array ( [id] => 16508541 [patent_doc_number] => 20200387797 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2020-12-10 [patent_title] => Unsupervised outlier detection in time-series data [patent_app_type] => utility [patent_app_number] => 16/540414 [patent_app_country] => US [patent_app_date] => 2019-08-14 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 21429 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 50 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16540414 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/540414
Unsupervised outlier detection in time-series data Aug 13, 2019 Issued
Array ( [id] => 16508541 [patent_doc_number] => 20200387797 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2020-12-10 [patent_title] => Unsupervised outlier detection in time-series data [patent_app_type] => utility [patent_app_number] => 16/540414 [patent_app_country] => US [patent_app_date] => 2019-08-14 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 21429 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 50 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16540414 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/540414
Unsupervised outlier detection in time-series data Aug 13, 2019 Issued
Array ( [id] => 19183045 [patent_doc_number] => 11989637 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2024-05-21 [patent_title] => System and method for invertible wavelet layer for neural networks [patent_app_type] => utility [patent_app_number] => 16/399998 [patent_app_country] => US [patent_app_date] => 2019-04-30 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 15 [patent_figures_cnt] => 15 [patent_no_of_words] => 11830 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 275 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16399998 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/399998
System and method for invertible wavelet layer for neural networks Apr 29, 2019 Issued
Array ( [id] => 16315126 [patent_doc_number] => 20200293864 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2020-09-17 [patent_title] => DATA-AWARE LAYER DECOMPOSITION FOR NEURAL NETWORK COMPRESSION [patent_app_type] => utility [patent_app_number] => 16/299375 [patent_app_country] => US [patent_app_date] => 2019-03-12 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 8270 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -26 [patent_words_short_claim] => 148 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16299375 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/299375
DATA-AWARE LAYER DECOMPOSITION FOR NEURAL NETWORK COMPRESSION Mar 11, 2019 Abandoned
Array ( [id] => 16209456 [patent_doc_number] => 20200242446 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2020-07-30 [patent_title] => CONVOLUTIONAL DYNAMIC BOLTZMANN MACHINE FOR TEMPORAL EVENT SEQUENCE [patent_app_type] => utility [patent_app_number] => 16/261019 [patent_app_country] => US [patent_app_date] => 2019-01-29 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6310 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 77 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16261019 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/261019
Convolutional dynamic Boltzmann Machine for temporal event sequence Jan 28, 2019 Issued
Array ( [id] => 14473909 [patent_doc_number] => 20190188599 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2019-06-20 [patent_title] => INFORMATION PROCESSING METHOD, INFORMATION PROCESSING APPARATUS, AND PROGRAM [patent_app_type] => utility [patent_app_number] => 16/214557 [patent_app_country] => US [patent_app_date] => 2018-12-10 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 8701 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -11 [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] => 16214557 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/214557
Information processing method, information processing apparatus, and program for selecting images for machine learning for self driving Dec 9, 2018 Issued
Array ( [id] => 14236187 [patent_doc_number] => 20190130266 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2019-05-02 [patent_title] => SYSTEM AND METHOD FOR IMPROVED NEURAL NETWORK TRAINING [patent_app_type] => utility [patent_app_number] => 16/172451 [patent_app_country] => US [patent_app_date] => 2018-10-26 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 8056 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 46 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16172451 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/172451
System and method for improved neural network training Oct 25, 2018 Issued
Array ( [id] => 19062281 [patent_doc_number] => 11941518 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2024-03-26 [patent_title] => Cooperative learning neural networks and systems [patent_app_type] => utility [patent_app_number] => 16/114923 [patent_app_country] => US [patent_app_date] => 2018-08-28 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 5 [patent_figures_cnt] => 5 [patent_no_of_words] => 11238 [patent_no_of_claims] => 26 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 208 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16114923 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/114923
Cooperative learning neural networks and systems Aug 27, 2018 Issued
Array ( [id] => 15441099 [patent_doc_number] => 20200034733 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2020-01-30 [patent_title] => ANOMALY DETECTION ON TIME SERIES DATA [patent_app_type] => utility [patent_app_number] => 16/109324 [patent_app_country] => US [patent_app_date] => 2018-08-22 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 8708 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [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] => 16109324 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/109324
ANOMALY DETECTION ON TIME SERIES DATA Aug 21, 2018 Abandoned
Array ( [id] => 18047134 [patent_doc_number] => 11521090 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2022-12-06 [patent_title] => Collaborative distributed machine learning [patent_app_type] => utility [patent_app_number] => 16/100177 [patent_app_country] => US [patent_app_date] => 2018-08-09 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 8 [patent_figures_cnt] => 10 [patent_no_of_words] => 8642 [patent_no_of_claims] => 18 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 225 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16100177 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/100177
Collaborative distributed machine learning Aug 8, 2018 Issued
Array ( [id] => 15441041 [patent_doc_number] => 20200034704 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2020-01-30 [patent_title] => SEQUENTIAL LEARNING OF CONSTRAINTS FOR HIERARCHICAL REINFORCEMENT LEARNING [patent_app_type] => utility [patent_app_number] => 16/048569 [patent_app_country] => US [patent_app_date] => 2018-07-30 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 5668 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [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] => 16048569 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/048569
Sequential learning of constraints for hierarchical reinforcement learning Jul 29, 2018 Issued
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