Search

Hannah J. Pak

Examiner (ID: 7389, Phone: (571)270-5456 , Office: P/1764 )

Most Active Art Unit
1764
Art Unit(s)
1796, 1764
Total Applications
1287
Issued Applications
948
Pending Applications
88
Abandoned Applications
275

Applications

Application numberTitle of the applicationFiling DateStatus
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] => 18569443 [patent_doc_number] => 20230259780 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-08-17 [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] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 14961 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [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] => 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] => 18569443 [patent_doc_number] => 20230259780 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-08-17 [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] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 14961 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [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] => 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] => 18307681 [patent_doc_number] => 20230111581 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-04-13 [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] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 8666 [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] => 17496002 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/496002
OBJECT RECOGNITION AND BEHAVIORAL ANALYSIS USING SEMANTIC REASONING Oct 6, 2021 Pending
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] => 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
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] => 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] => 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] => 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] => 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
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