Search

Hal W. Schnee

Examiner (ID: 2865, Phone: (571)270-1918 , Office: P/2132 )

Most Active Art Unit
2132
Art Unit(s)
RD00, 2132, 2186, 2129, 2125, 2182
Total Applications
889
Issued Applications
718
Pending Applications
41
Abandoned Applications
153

Applications

Application numberTitle of the applicationFiling DateStatus
Array ( [id] => 20377457 [patent_doc_number] => 20250359950 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-11-27 [patent_title] => INTEGRATED AI-POWERED ADAPTIVE ROBOTIC SURGERY SYSTEM [patent_app_type] => utility [patent_app_number] => 19/227809 [patent_app_country] => US [patent_app_date] => 2025-06-04 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 39366 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -19 [patent_words_short_claim] => 196 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 19227809 [rel_patent_id] =>[rel_patent_doc_number] =>)
19/227809
INTEGRATED AI-POWERED ADAPTIVE ROBOTIC SURGERY SYSTEM Jun 3, 2025 Pending
Array ( [id] => 20160287 [patent_doc_number] => 12386918 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-08-12 [patent_title] => Techniques for service execution and monitoring for run-time service composition [patent_app_type] => utility [patent_app_number] => 18/680987 [patent_app_country] => US [patent_app_date] => 2024-05-31 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 6 [patent_figures_cnt] => 6 [patent_no_of_words] => 7906 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 221 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18680987 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/680987
Techniques for service execution and monitoring for run-time service composition May 30, 2024 Issued
Array ( [id] => 20266351 [patent_doc_number] => 12437344 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-10-07 [patent_title] => Method of controlling for undesired factors in machine learning models [patent_app_type] => utility [patent_app_number] => 18/649545 [patent_app_country] => US [patent_app_date] => 2024-04-29 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 5 [patent_figures_cnt] => 6 [patent_no_of_words] => 4851 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 145 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18649545 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/649545
Method of controlling for undesired factors in machine learning models Apr 28, 2024 Issued
Array ( [id] => 19383538 [patent_doc_number] => 20240273408 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-08-15 [patent_title] => PAIN DETERMINATION USING TREND ANALYSIS, MEDICAL DEVICE INCORPORATING MACHINE LEARNING, ECONOMIC DISCRIMINANT MODEL, AND IOT, TAILORMADE MACHINE LEARNING, AND NOVEL BRAINWAVE FEATURE QUANTITY FOR PAIN DETERMINATION [patent_app_type] => utility [patent_app_number] => 18/441594 [patent_app_country] => US [patent_app_date] => 2024-02-14 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 84744 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 152 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18441594 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/441594
PAIN DETERMINATION USING TREND ANALYSIS, MEDICAL DEVICE INCORPORATING MACHINE LEARNING, ECONOMIC DISCRIMINANT MODEL, AND IOT, TAILORMADE MACHINE LEARNING, AND NOVEL BRAINWAVE FEATURE QUANTITY FOR PAIN DETERMINATION Feb 13, 2024 Pending
Array ( [id] => 19221302 [patent_doc_number] => 20240186006 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-06-06 [patent_title] => ANALYSING TEXT-BASED MESSAGES SENT BETWEEN PATIENTS AND THERAPISTS [patent_app_type] => utility [patent_app_number] => 18/441358 [patent_app_country] => US [patent_app_date] => 2024-02-14 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 7021 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 103 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18441358 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/441358
ANALYSING TEXT-BASED MESSAGES SENT BETWEEN PATIENTS AND THERAPISTS Feb 13, 2024 Pending
Array ( [id] => 20345232 [patent_doc_number] => 12468965 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-11-11 [patent_title] => Actionable suggestions for activities [patent_app_type] => utility [patent_app_number] => 18/426325 [patent_app_country] => US [patent_app_date] => 2024-01-29 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 8 [patent_figures_cnt] => 8 [patent_no_of_words] => 10391 [patent_no_of_claims] => 16 [patent_no_of_ind_claims] => 2 [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] => 18426325 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/426325
Actionable suggestions for activities Jan 28, 2024 Issued
Array ( [id] => 19566911 [patent_doc_number] => 12141685 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2024-11-12 [patent_title] => Low power hardware architecture for a convolutional neural network [patent_app_type] => utility [patent_app_number] => 18/410736 [patent_app_country] => US [patent_app_date] => 2024-01-11 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 15 [patent_figures_cnt] => 15 [patent_no_of_words] => 6316 [patent_no_of_claims] => 5 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 350 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18410736 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/410736
Low power hardware architecture for a convolutional neural network Jan 10, 2024 Issued
Array ( [id] => 19934162 [patent_doc_number] => 12307367 [patent_country] => US [patent_kind] => B1 [patent_issue_date] => 2025-05-20 [patent_title] => Training a document classification neural network [patent_app_type] => utility [patent_app_number] => 18/407329 [patent_app_country] => US [patent_app_date] => 2024-01-08 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 4 [patent_figures_cnt] => 4 [patent_no_of_words] => 1261 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 167 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18407329 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/407329
Training a document classification neural network Jan 7, 2024 Issued
Array ( [id] => 19006476 [patent_doc_number] => 20240070547 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-02-29 [patent_title] => SYSTEMS AND METHODS FOR AUTONOMOUS COMPUTING [patent_app_type] => utility [patent_app_number] => 18/502231 [patent_app_country] => US [patent_app_date] => 2023-11-06 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6602 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => 0 [patent_words_short_claim] => 131 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18502231 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/502231
Systems and methods for autonomously executing computer programs Nov 5, 2023 Issued
Array ( [id] => 18990087 [patent_doc_number] => 20240062056 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-02-22 [patent_title] => Offline Detector [patent_app_type] => utility [patent_app_number] => 18/385283 [patent_app_country] => US [patent_app_date] => 2023-10-30 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 7869 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 65 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18385283 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/385283
Offline Detector Oct 29, 2023 Pending
Array ( [id] => 18957776 [patent_doc_number] => 20240046103 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-02-08 [patent_title] => AUGMENTING ATTENTION-BASED NEURAL NETWORKS TO SELECTIVELY ATTEND TO PAST INPUTS [patent_app_type] => utility [patent_app_number] => 18/486060 [patent_app_country] => US [patent_app_date] => 2023-10-12 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 11590 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 254 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18486060 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/486060
Augmenting attention-based neural networks to selectively attend to past inputs Oct 11, 2023 Issued
Array ( [id] => 20160478 [patent_doc_number] => 12387110 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-08-12 [patent_title] => Proactive virtual assistant [patent_app_type] => utility [patent_app_number] => 18/378033 [patent_app_country] => US [patent_app_date] => 2023-10-09 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 4 [patent_figures_cnt] => 4 [patent_no_of_words] => 9220 [patent_no_of_claims] => 19 [patent_no_of_ind_claims] => 3 [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] => 18378033 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/378033
Proactive virtual assistant Oct 8, 2023 Issued
Array ( [id] => 18897564 [patent_doc_number] => 20240013049 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-01-11 [patent_title] => INTELLIGENT REGULARIZATION OF NEURAL NETWORK ARCHITECTURES [patent_app_type] => utility [patent_app_number] => 18/372415 [patent_app_country] => US [patent_app_date] => 2023-09-25 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 11726 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 158 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18372415 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/372415
Intelligent regularization of neural network architectures Sep 24, 2023 Issued
Array ( [id] => 19069917 [patent_doc_number] => 20240104343 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-03-28 [patent_title] => Neural network system and method for predicting financial performance of an entity at a geographic location [patent_app_type] => utility [patent_app_number] => 18/243742 [patent_app_country] => US [patent_app_date] => 2023-09-08 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6054 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -14 [patent_words_short_claim] => 234 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18243742 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/243742
Neural network system and method for predicting financial performance of an entity at a geographic location Sep 7, 2023 Pending
Array ( [id] => 19129897 [patent_doc_number] => 20240135250 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-04-25 [patent_title] => METHOD OF GENERALIZED BALANCED FEW-SHOT LEARNING USING ONLY NOVEL DATA WITHOUT OLD DATA [patent_app_type] => utility [patent_app_number] => 18/356572 [patent_app_country] => US [patent_app_date] => 2023-07-21 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 4450 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -6 [patent_words_short_claim] => 57 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18356572 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/356572
METHOD OF GENERALIZED BALANCED FEW-SHOT LEARNING USING ONLY NOVEL DATA WITHOUT OLD DATA Jul 20, 2023 Pending
Array ( [id] => 18711685 [patent_doc_number] => 20230334314 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-10-19 [patent_title] => CONTENT RECOMMENDATION METHOD AND APPARATUS, DEVICE, STORAGE MEDIUM, AND PROGRAM PRODUCT [patent_app_type] => utility [patent_app_number] => 18/213113 [patent_app_country] => US [patent_app_date] => 2023-06-22 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 9966 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [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] => 18213113 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/213113
CONTENT RECOMMENDATION METHOD AND APPARATUS, DEVICE, STORAGE MEDIUM, AND PROGRAM PRODUCT Jun 21, 2023 Pending
Array ( [id] => 18695254 [patent_doc_number] => 20230325675 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-10-12 [patent_title] => DATA VALUATION USING REINFORCEMENT LEARNING [patent_app_type] => utility [patent_app_number] => 18/333301 [patent_app_country] => US [patent_app_date] => 2023-06-12 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 5537 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 130 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18333301 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/333301
Data valuation using reinforcement learning Jun 11, 2023 Issued
Array ( [id] => 19476131 [patent_doc_number] => 12106226 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2024-10-01 [patent_title] => System and method for knowledge distillation [patent_app_type] => utility [patent_app_number] => 18/207005 [patent_app_country] => US [patent_app_date] => 2023-06-07 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 7 [patent_figures_cnt] => 12 [patent_no_of_words] => 5931 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 207 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18207005 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/207005
System and method for knowledge distillation Jun 6, 2023 Issued
Array ( [id] => 19620408 [patent_doc_number] => 20240406088 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-12-05 [patent_title] => MACHINE LEARNING ANOMALY DETECTION ON QUALITY OF SERVICE NETWORKING METRICS [patent_app_type] => utility [patent_app_number] => 18/327579 [patent_app_country] => US [patent_app_date] => 2023-06-01 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 8772 [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] => 18327579 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/327579
MACHINE LEARNING ANOMALY DETECTION ON QUALITY OF SERVICE NETWORKING METRICS May 31, 2023 Pending
Array ( [id] => 19220384 [patent_doc_number] => 20240185088 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-06-06 [patent_title] => SCALABLE WEIGHT REPARAMETERIZATION FOR EFFICIENT TRANSFER LEARNING [patent_app_type] => utility [patent_app_number] => 18/323197 [patent_app_country] => US [patent_app_date] => 2023-05-24 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 7287 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -26 [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] => 18323197 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/323197
SCALABLE WEIGHT REPARAMETERIZATION FOR EFFICIENT TRANSFER LEARNING May 23, 2023 Pending
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