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] => 20595687 [patent_doc_number] => 12579406 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2026-03-17 [patent_title] => Compressing image-to-image models [patent_app_type] => utility [patent_app_number] => 17/558327 [patent_app_country] => US [patent_app_date] => 2021-12-21 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 10 [patent_figures_cnt] => 10 [patent_no_of_words] => 9903 [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] => 17558327 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/558327
Compressing image-to-image models Dec 20, 2021 Issued
Array ( [id] => 18890115 [patent_doc_number] => 11868888 [patent_country] => US [patent_kind] => B1 [patent_issue_date] => 2024-01-09 [patent_title] => Training a document classification neural network [patent_app_type] => utility [patent_app_number] => 17/549746 [patent_app_country] => US [patent_app_date] => 2021-12-13 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 4 [patent_figures_cnt] => 4 [patent_no_of_words] => 5947 [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] => 17549746 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/549746
Training a document classification neural network Dec 12, 2021 Issued
Array ( [id] => 18438764 [patent_doc_number] => 20230186059 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-06-15 [patent_title] => NEURAL NETWORKS BASED ON HYBRIDIZED SYNAPTIC CONNECTIVITY GRAPHS [patent_app_type] => utility [patent_app_number] => 17/547107 [patent_app_country] => US [patent_app_date] => 2021-12-09 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 21215 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 198 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17547107 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/547107
NEURAL NETWORKS BASED ON HYBRIDIZED SYNAPTIC CONNECTIVITY GRAPHS Dec 8, 2021 Pending
Array ( [id] => 20131373 [patent_doc_number] => 12373687 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-07-29 [patent_title] => Machine learning model training using an analog processor [patent_app_type] => utility [patent_app_number] => 17/537156 [patent_app_country] => US [patent_app_date] => 2021-11-29 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 21 [patent_figures_cnt] => 22 [patent_no_of_words] => 18486 [patent_no_of_claims] => 26 [patent_no_of_ind_claims] => 4 [patent_words_short_claim] => 115 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17537156 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/537156
Machine learning model training using an analog processor Nov 28, 2021 Issued
Array ( [id] => 19122840 [patent_doc_number] => 11966831 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2024-04-23 [patent_title] => Feedback mechanisms in sequence learning systems with temporal processing capability [patent_app_type] => utility [patent_app_number] => 17/520392 [patent_app_country] => US [patent_app_date] => 2021-11-05 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 12 [patent_figures_cnt] => 14 [patent_no_of_words] => 11370 [patent_no_of_claims] => 18 [patent_no_of_ind_claims] => 2 [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] => 17520392 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/520392
Feedback mechanisms in sequence learning systems with temporal processing capability Nov 4, 2021 Issued
Array ( [id] => 17416169 [patent_doc_number] => 20220051073 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-02-17 [patent_title] => Integrated Assistance Platform [patent_app_type] => utility [patent_app_number] => 17/513410 [patent_app_country] => US [patent_app_date] => 2021-10-28 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6841 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 146 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17513410 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/513410
Integrated Assistance Platform Oct 27, 2021 Abandoned
Array ( [id] => 18796081 [patent_doc_number] => 11829876 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2023-11-28 [patent_title] => Intelligent regularization of neural network architectures [patent_app_type] => utility [patent_app_number] => 17/513517 [patent_app_country] => US [patent_app_date] => 2021-10-28 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 7 [patent_figures_cnt] => 7 [patent_no_of_words] => 11694 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 2 [patent_words_short_claim] => 149 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17513517 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/513517
Intelligent regularization of neural network architectures Oct 27, 2021 Issued
Array ( [id] => 17565611 [patent_doc_number] => 20220129760 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-04-28 [patent_title] => TRAINING NEURAL NETWORKS WITH LABEL DIFFERENTIAL PRIVACY [patent_app_type] => utility [patent_app_number] => 17/511448 [patent_app_country] => US [patent_app_date] => 2021-10-26 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6916 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 176 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17511448 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/511448
Training neural networks with label differential privacy Oct 25, 2021 Issued
Array ( [id] => 20160289 [patent_doc_number] => 12386920 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-08-12 [patent_title] => Automatic product description generation [patent_app_type] => utility [patent_app_number] => 17/509024 [patent_app_country] => US [patent_app_date] => 2021-10-24 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 10 [patent_figures_cnt] => 11 [patent_no_of_words] => 7284 [patent_no_of_claims] => 17 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 228 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17509024 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/509024
Automatic product description generation Oct 23, 2021 Issued
Array ( [id] => 18321058 [patent_doc_number] => 20230119186 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-04-20 [patent_title] => METHODS, APPARATUSES AND COMPUTER PROGRAM PRODUCTS FOR PREDICTING MEASUREMENT DEVICE PERFORMANCE [patent_app_type] => utility [patent_app_number] => 17/504657 [patent_app_country] => US [patent_app_date] => 2021-10-19 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 30002 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 315 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17504657 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/504657
Methods, apparatuses and computer program products for predicting measurement device performance Oct 18, 2021 Issued
Array ( [id] => 17550599 [patent_doc_number] => 20220121941 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-04-21 [patent_title] => DRIVING STOCHASTIC AGENTS TO ENGAGE IN TARGETED ACTIONS WITH TIME-SERIES MACHINE LEARNING MODELS UPDATED WITH ACTIVE LEARNING [patent_app_type] => utility [patent_app_number] => 17/505235 [patent_app_country] => US [patent_app_date] => 2021-10-19 [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] => -3 [patent_words_short_claim] => 114 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17505235 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/505235
DRIVING STOCHASTIC AGENTS TO ENGAGE IN TARGETED ACTIONS WITH TIME-SERIES MACHINE LEARNING MODELS UPDATED WITH ACTIVE LEARNING Oct 18, 2021 Pending
Array ( [id] => 19905835 [patent_doc_number] => 12282844 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-04-22 [patent_title] => Artificial intelligence accelerators [patent_app_type] => utility [patent_app_number] => 17/503770 [patent_app_country] => US [patent_app_date] => 2021-10-18 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 20 [patent_figures_cnt] => 20 [patent_no_of_words] => 16424 [patent_no_of_claims] => 52 [patent_no_of_ind_claims] => 4 [patent_words_short_claim] => 103 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17503770 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/503770
Artificial intelligence accelerators Oct 17, 2021 Issued
Array ( [id] => 20914537 [patent_doc_number] => 12711385 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2026-08-18 [patent_title] => Neural network sparsification apparatus and method and related product [patent_app_type] => utility [patent_app_number] => 18/003821 [patent_app_country] => US [patent_app_date] => 2021-10-14 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 14 [patent_figures_cnt] => 14 [patent_no_of_words] => 9761 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 2 [patent_words_short_claim] => 72 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18003821 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/003821
NEURAL NETWORK SPARSIFICATION APPARATUS AND METHOD AND RELATED PRODUCT Oct 13, 2021 Pending
Array ( [id] => 20455121 [patent_doc_number] => 12518175 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2026-01-06 [patent_title] => Object recognition and behavioral analysis using semantic reasoning [patent_app_type] => utility [patent_app_number] => 17/496002 [patent_app_country] => US [patent_app_date] => 2021-10-07 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 11 [patent_figures_cnt] => 11 [patent_no_of_words] => 3924 [patent_no_of_claims] => 18 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 212 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17496002 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/496002
Object recognition and behavioral analysis using semantic reasoning Oct 6, 2021 Issued
Array ( [id] => 20243233 [patent_doc_number] => 12423554 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-09-23 [patent_title] => Method for determining safety-critical output values by way of a data analysis device for a technical entity [patent_app_type] => utility [patent_app_number] => 17/492777 [patent_app_country] => US [patent_app_date] => 2021-10-04 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 4 [patent_figures_cnt] => 7 [patent_no_of_words] => 0 [patent_no_of_claims] => 14 [patent_no_of_ind_claims] => 2 [patent_words_short_claim] => 210 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17492777 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/492777
Method for determining safety-critical output values by way of a data analysis device for a technical entity Oct 3, 2021 Issued
Array ( [id] => 17522303 [patent_doc_number] => 20220108152 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-04-07 [patent_title] => METHOD FOR ASCERTAINING AN OUTPUT SIGNAL WITH THE AID OF A MACHINE LEARNING SYSTEM [patent_app_type] => utility [patent_app_number] => 17/449139 [patent_app_country] => US [patent_app_date] => 2021-09-28 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 8986 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -8 [patent_words_short_claim] => 250 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17449139 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/449139
Method for ascertaining an output signal with the aid of a machine learning system Sep 27, 2021 Issued
Array ( [id] => 18267870 [patent_doc_number] => 20230089112 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-03-23 [patent_title] => MACHINE LEARNING IMPROVEMENTS [patent_app_type] => utility [patent_app_number] => 17/479257 [patent_app_country] => US [patent_app_date] => 2021-09-20 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 9765 [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] => 17479257 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/479257
Convolution size prediction to reduce calculations Sep 19, 2021 Issued
Array ( [id] => 17885378 [patent_doc_number] => 20220300855 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-09-22 [patent_title] => Model Management System for Improving Training Data Through Machine Learning Deployment [patent_app_type] => utility [patent_app_number] => 17/470368 [patent_app_country] => US [patent_app_date] => 2021-09-09 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 8158 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 169 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17470368 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/470368
Model management system for improving training data through machine learning deployment Sep 8, 2021 Issued
Array ( [id] => 18196515 [patent_doc_number] => 20230050034 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-02-16 [patent_title] => AUTOMATED GENERATION OF PREDICTIVE INSIGHTS CLASSIFYING USER ACTIVITY [patent_app_type] => utility [patent_app_number] => 17/403069 [patent_app_country] => US [patent_app_date] => 2021-08-16 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 24082 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 218 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17403069 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/403069
Automated generation of predictive insights classifying user activity Aug 15, 2021 Issued
Array ( [id] => 17416178 [patent_doc_number] => 20220051082 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-02-17 [patent_title] => DATA-BASED ESTIMATION OF OPERATING BEHAVIOR OF AN MR DEVICE [patent_app_type] => utility [patent_app_number] => 17/401413 [patent_app_country] => US [patent_app_date] => 2021-08-13 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6973 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -12 [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] => 17401413 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/401413
Data-based estimation of operating behavior of an MR device Aug 12, 2021 Issued
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