Search

Hal W. Schnee

Examiner (ID: 1948, Phone: (571)270-1918 , Office: P/2132 )

Most Active Art Unit
2132
Art Unit(s)
RD00, 2125, 2132, 2186, 2182, 2129
Total Applications
902
Issued Applications
728
Pending Applications
45
Abandoned Applications
152

Applications

Application numberTitle of the applicationFiling DateStatus
Array ( [id] => 18918478 [patent_doc_number] => 11880758 [patent_country] => US [patent_kind] => B1 [patent_issue_date] => 2024-01-23 [patent_title] => Recurrent neural network classifier [patent_app_type] => utility [patent_app_number] => 17/391627 [patent_app_country] => US [patent_app_date] => 2021-08-02 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 4 [patent_figures_cnt] => 7 [patent_no_of_words] => 11125 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 2 [patent_words_short_claim] => 216 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17391627 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/391627
Recurrent neural network classifier Aug 1, 2021 Issued
Array ( [id] => 20215467 [patent_doc_number] => 12412121 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-09-09 [patent_title] => Determining traffic violation hotspots [patent_app_type] => utility [patent_app_number] => 17/391684 [patent_app_country] => US [patent_app_date] => 2021-08-02 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 8 [patent_figures_cnt] => 8 [patent_no_of_words] => 8701 [patent_no_of_claims] => 18 [patent_no_of_ind_claims] => 2 [patent_words_short_claim] => 234 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17391684 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/391684
Determining traffic violation hotspots Aug 1, 2021 Issued
Array ( [id] => 17231259 [patent_doc_number] => 20210357816 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-11-18 [patent_title] => SYSTEM WITH HYBRID COMMUNICATION STRATEGY FOR LARGE-SCALE DISTRIBUTED DEEP LEARNING [patent_app_type] => utility [patent_app_number] => 17/386750 [patent_app_country] => US [patent_app_date] => 2021-07-28 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 4920 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [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] => 17386750 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/386750
SYSTEM WITH HYBRID COMMUNICATION STRATEGY FOR LARGE-SCALE DISTRIBUTED DEEP LEARNING Jul 27, 2021 Abandoned
Array ( [id] => 17216900 [patent_doc_number] => 20210350238 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-11-11 [patent_title] => FAST NEURAL NETWORK IMPLEMENTATIONS BY INCREASING PARALLELISM OF CELL COMPUTATIONS [patent_app_type] => utility [patent_app_number] => 17/384391 [patent_app_country] => US [patent_app_date] => 2021-07-23 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 12111 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 135 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17384391 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/384391
Fast neural network implementations by increasing parallelism of cell computations Jul 22, 2021 Issued
Array ( [id] => 17372659 [patent_doc_number] => 20220027711 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-01-27 [patent_title] => SYSTEM AND METHOD FOR MITIGATING GENERALIZATION LOSS IN DEEP NEURAL NETWORK FOR TIME SERIES CLASSIFICATION [patent_app_type] => utility [patent_app_number] => 17/357614 [patent_app_country] => US [patent_app_date] => 2021-06-24 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 5908 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -12 [patent_words_short_claim] => 192 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17357614 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/357614
System and method for mitigating generalization loss in deep neural network for time series classification Jun 23, 2021 Issued
Array ( [id] => 18080005 [patent_doc_number] => 20220405617 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-12-22 [patent_title] => ARTIFICIAL INTELLIGENCE COLLECTORS [patent_app_type] => utility [patent_app_number] => 17/354115 [patent_app_country] => US [patent_app_date] => 2021-06-22 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6680 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [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] => 17354115 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/354115
ARTIFICIAL INTELLIGENCE COLLECTORS Jun 21, 2021 Pending
Array ( [id] => 20773792 [patent_doc_number] => 12657470 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2026-06-16 [patent_title] => Operation prediction device that predicts operations performed by a user on a dataset, model training method for same, and operation prediction method [patent_app_type] => utility [patent_app_number] => 18/002698 [patent_app_country] => US [patent_app_date] => 2021-06-17 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 10 [patent_figures_cnt] => 16 [patent_no_of_words] => 2930 [patent_no_of_claims] => 11 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 260 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18002698 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/002698
Operation prediction device that predicts operations performed by a user on a dataset, model training method for same, and operation prediction method Jun 16, 2021 Issued
Array ( [id] => 19905840 [patent_doc_number] => 12282849 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-04-22 [patent_title] => Method for training classification model, classification method, apparatus and device [patent_app_type] => utility [patent_app_number] => 17/349280 [patent_app_country] => US [patent_app_date] => 2021-06-16 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 5 [patent_figures_cnt] => 11 [patent_no_of_words] => 6209 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 2 [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] => 17349280 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/349280
Method for training classification model, classification method, apparatus and device Jun 15, 2021 Issued
Array ( [id] => 19912176 [patent_doc_number] => 12288388 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-04-29 [patent_title] => System and method to alter an image [patent_app_type] => utility [patent_app_number] => 17/345603 [patent_app_country] => US [patent_app_date] => 2021-06-11 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 6 [patent_figures_cnt] => 9 [patent_no_of_words] => 8162 [patent_no_of_claims] => 16 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 157 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17345603 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/345603
System and method to alter an image Jun 10, 2021 Issued
Array ( [id] => 17277063 [patent_doc_number] => 20210383261 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-12-09 [patent_title] => MACHINE LEARNING SYSTEMS FOR COLLABORATION PREDICTION AND METHODS FOR USING SAME [patent_app_type] => utility [patent_app_number] => 17/341095 [patent_app_country] => US [patent_app_date] => 2021-06-07 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 17212 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 151 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17341095 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/341095
MACHINE LEARNING SYSTEMS FOR COLLABORATION PREDICTION AND METHODS FOR USING SAME Jun 6, 2021 Abandoned
Array ( [id] => 18515239 [patent_doc_number] => 20230231520 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-07-20 [patent_title] => A SPIN HALL ISING MACHINE AND METHOD FOR OPERATING SUCH [patent_app_type] => utility [patent_app_number] => 18/007887 [patent_app_country] => US [patent_app_date] => 2021-06-02 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 3505 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -10 [patent_words_short_claim] => 14 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18007887 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/007887
A SPIN HALL ISING MACHINE AND METHOD FOR OPERATING SUCH Jun 1, 2021 Pending
Array ( [id] => 17099306 [patent_doc_number] => 20210287097 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-09-16 [patent_title] => EXECUTION OF A GENETIC ALGORITHM HAVING VARIABLE EPOCH SIZE WITH SELECTIVE EXECUTION OF A TRAINING ALGORITHM [patent_app_type] => utility [patent_app_number] => 17/335954 [patent_app_country] => US [patent_app_date] => 2021-06-01 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 20238 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 96 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17335954 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/335954
Execution of a genetic algorithm having variable epoch size with selective execution of a training algorithm May 31, 2021 Issued
Array ( [id] => 18622910 [patent_doc_number] => 11755957 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2023-09-12 [patent_title] => Multitemporal data analysis [patent_app_type] => utility [patent_app_number] => 17/331455 [patent_app_country] => US [patent_app_date] => 2021-05-26 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 9 [patent_figures_cnt] => 9 [patent_no_of_words] => 6884 [patent_no_of_claims] => 12 [patent_no_of_ind_claims] => 2 [patent_words_short_claim] => 224 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17331455 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/331455
Multitemporal data analysis May 25, 2021 Issued
Array ( [id] => 18957802 [patent_doc_number] => 20240046129 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-02-08 [patent_title] => A METHOD OF STIMULATING A CONDITIONAL QUANTUM MASTER EQUATION IN A QUANTUM TRANSPORT PROCESS BY A RECURRENT NEURAL NETWORK [patent_app_type] => utility [patent_app_number] => 17/432198 [patent_app_country] => US [patent_app_date] => 2021-05-26 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6152 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -9 [patent_words_short_claim] => 191 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17432198 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/432198
Method of stimulating a conditional quantum master equation in a quantum transport process by a recurrent neural network May 25, 2021 Issued
Array ( [id] => 20355866 [patent_doc_number] => 12471843 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-11-18 [patent_title] => Systems and methods for treating and estimating progression of chronic kidney disease [patent_app_type] => utility [patent_app_number] => 17/314318 [patent_app_country] => US [patent_app_date] => 2021-05-07 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 18 [patent_figures_cnt] => 18 [patent_no_of_words] => 11096 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 176 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17314318 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/314318
Systems and methods for treating and estimating progression of chronic kidney disease May 6, 2021 Issued
Array ( [id] => 19669913 [patent_doc_number] => 12182673 [patent_country] => US [patent_kind] => B1 [patent_issue_date] => 2024-12-31 [patent_title] => Compatible machine learning model generation within resource constraints [patent_app_type] => utility [patent_app_number] => 17/315110 [patent_app_country] => US [patent_app_date] => 2021-05-07 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 7 [patent_figures_cnt] => 7 [patent_no_of_words] => 9109 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 118 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17315110 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/315110
Compatible machine learning model generation within resource constraints May 6, 2021 Issued
Array ( [id] => 17040464 [patent_doc_number] => 20210257100 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-08-19 [patent_title] => ANALYSING TEXT-BASED MESSAGES SENT BETWEEN PATIENTS AND THERAPISTS [patent_app_type] => utility [patent_app_number] => 17/313332 [patent_app_country] => US [patent_app_date] => 2021-05-06 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6949 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -19 [patent_words_short_claim] => 44 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17313332 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/313332
Analysing text-based messages sent between patients and therapists May 5, 2021 Issued
Array ( [id] => 17039743 [patent_doc_number] => 20210256379 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-08-19 [patent_title] => AUDIO PROCESSING WITH NEURAL NETWORKS [patent_app_type] => utility [patent_app_number] => 17/306934 [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] => 7047 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 143 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17306934 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/306934
Audio processing with neural networks May 2, 2021 Issued
Array ( [id] => 19780619 [patent_doc_number] => 12229654 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-02-18 [patent_title] => Hybrid recommendation system and methods based on collaborative filtering integrated with multiple neural networks [patent_app_type] => utility [patent_app_number] => 17/243247 [patent_app_country] => US [patent_app_date] => 2021-04-28 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 11 [patent_figures_cnt] => 11 [patent_no_of_words] => 10896 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 292 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17243247 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/243247
Hybrid recommendation system and methods based on collaborative filtering integrated with multiple neural networks Apr 27, 2021 Issued
Array ( [id] => 17158291 [patent_doc_number] => 20210319342 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-10-14 [patent_title] => SYSTEMS AND METHODS FOR AUTONOMOUSLY EXECUTING COMPUTER PROGRAMS [patent_app_type] => utility [patent_app_number] => 17/233421 [patent_app_country] => US [patent_app_date] => 2021-04-16 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6568 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 162 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17233421 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/233421
Systems and methods for autonomously executing computer programs Apr 15, 2021 Issued
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