Search

George Giroux

Examiner (ID: 11483, Phone: (571)272-9769 , Office: P/2182 )

Most Active Art Unit
2183
Art Unit(s)
2183, 2182, 2128, 2125
Total Applications
660
Issued Applications
393
Pending Applications
77
Abandoned Applications
212

Applications

Application numberTitle of the applicationFiling DateStatus
Array ( [id] => 19514661 [patent_doc_number] => 20240346347 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-10-17 [patent_title] => ENHANCED VALIDITY MODELING USING MACHINE-LEARNING TECHNIQUES [patent_app_type] => utility [patent_app_number] => 18/642614 [patent_app_country] => US [patent_app_date] => 2024-04-22 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 27311 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [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] => 18642614 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/642614
ENHANCED VALIDITY MODELING USING MACHINE-LEARNING TECHNIQUES Apr 21, 2024 Pending
Array ( [id] => 19514661 [patent_doc_number] => 20240346347 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-10-17 [patent_title] => ENHANCED VALIDITY MODELING USING MACHINE-LEARNING TECHNIQUES [patent_app_type] => utility [patent_app_number] => 18/642614 [patent_app_country] => US [patent_app_date] => 2024-04-22 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 27311 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [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] => 18642614 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/642614
ENHANCED VALIDITY MODELING USING MACHINE-LEARNING TECHNIQUES Apr 21, 2024 Pending
Array ( [id] => 19334701 [patent_doc_number] => 20240249131 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-07-25 [patent_title] => HARDWARE IMPLEMENTATION OF A CONVOLUTIONAL NEURAL NETWORK [patent_app_type] => utility [patent_app_number] => 18/623450 [patent_app_country] => US [patent_app_date] => 2024-04-01 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 15619 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 293 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18623450 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/623450
HARDWARE IMPLEMENTATION OF A CONVOLUTIONAL NEURAL NETWORK Mar 31, 2024 Pending
Array ( [id] => 19099664 [patent_doc_number] => 20240118892 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-04-11 [patent_title] => APPARATUSES, METHODS, AND SYSTEMS FOR NEURAL NETWORKS [patent_app_type] => utility [patent_app_number] => 18/543357 [patent_app_country] => US [patent_app_date] => 2023-12-18 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 17893 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -14 [patent_words_short_claim] => 217 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18543357 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/543357
APPARATUSES, METHODS, AND SYSTEMS FOR NEURAL NETWORKS Dec 17, 2023 Pending
Array ( [id] => 18990112 [patent_doc_number] => 20240062081 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-02-22 [patent_title] => PRIVATE ARTIFICIAL INTELLIGENCE (AI) MODEL OF A USER FOR USE BY AN AUTONOMOUS PERSONAL COMPANION [patent_app_type] => utility [patent_app_number] => 18/497893 [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] => 20463 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 141 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18497893 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/497893
Private artificial intelligence (AI) model of a user for use by an autonomous personal companion Oct 29, 2023 Issued
Array ( [id] => 18990112 [patent_doc_number] => 20240062081 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-02-22 [patent_title] => PRIVATE ARTIFICIAL INTELLIGENCE (AI) MODEL OF A USER FOR USE BY AN AUTONOMOUS PERSONAL COMPANION [patent_app_type] => utility [patent_app_number] => 18/497893 [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] => 20463 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 141 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18497893 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/497893
Private artificial intelligence (AI) model of a user for use by an autonomous personal companion Oct 29, 2023 Issued
Array ( [id] => 18694979 [patent_doc_number] => 20230325397 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-10-12 [patent_title] => ARTIFICIAL INTELLIGENCE BASED PROBLEM DESCRIPTIONS [patent_app_type] => utility [patent_app_number] => 18/334949 [patent_app_country] => US [patent_app_date] => 2023-06-14 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 12842 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -20 [patent_words_short_claim] => 112 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18334949 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/334949
ARTIFICIAL INTELLIGENCE BASED PROBLEM DESCRIPTIONS Jun 13, 2023 Abandoned
Array ( [id] => 18660240 [patent_doc_number] => 20230306248 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-09-28 [patent_title] => Hardware Implementation of a Convolutional Neural Network [patent_app_type] => utility [patent_app_number] => 18/132929 [patent_app_country] => US [patent_app_date] => 2023-04-10 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 15559 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -19 [patent_words_short_claim] => 316 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18132929 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/132929
Hardware implementation of a convolutional neural network Apr 9, 2023 Issued
Array ( [id] => 18614706 [patent_doc_number] => 20230281443 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-09-07 [patent_title] => STRUCTURE-BASED DEEP GENERATIVE MODEL FOR BINDING SITE DESCRIPTORS EXTRACTION AND DE NOVO MOLECULAR GENERATION [patent_app_type] => utility [patent_app_number] => 18/116170 [patent_app_country] => US [patent_app_date] => 2023-03-01 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 17200 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -21 [patent_words_short_claim] => 72 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18116170 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/116170
Structure-based deep generative model for binding site descriptors extraction and de novo molecular generation Feb 28, 2023 Issued
Array ( [id] => 20274100 [patent_doc_number] => 12443883 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-10-14 [patent_title] => Generating, using a machine learning model, request agnostic interaction scores for electronic communications, and utilization of same [patent_app_type] => utility [patent_app_number] => 18/070195 [patent_app_country] => US [patent_app_date] => 2022-11-28 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 7 [patent_figures_cnt] => 10 [patent_no_of_words] => 8074 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 2 [patent_words_short_claim] => 439 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18070195 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/070195
Generating, using a machine learning model, request agnostic interaction scores for electronic communications, and utilization of same Nov 27, 2022 Issued
Array ( [id] => 19190282 [patent_doc_number] => 20240169195 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-05-23 [patent_title] => MACHINE LEARNING-BASED SYSTEMS AND METHODS FOR IDENTIFYING AND RESOLVING CONTENT ANOMALIES IN A TARGET DIGITAL ARTIFACT [patent_app_type] => utility [patent_app_number] => 17/990242 [patent_app_country] => US [patent_app_date] => 2022-11-18 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 10479 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -16 [patent_words_short_claim] => 61 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17990242 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/990242
MACHINE LEARNING-BASED SYSTEMS AND METHODS FOR IDENTIFYING AND RESOLVING CONTENT ANOMALIES IN A TARGET DIGITAL ARTIFACT Nov 17, 2022 Pending
Array ( [id] => 19328034 [patent_doc_number] => 12045722 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2024-07-23 [patent_title] => Apparatus and method for determining design plan compliance using machine learning [patent_app_type] => utility [patent_app_number] => 17/986532 [patent_app_country] => US [patent_app_date] => 2022-11-14 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 8 [patent_figures_cnt] => 8 [patent_no_of_words] => 17210 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 2 [patent_words_short_claim] => 256 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17986532 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/986532
Apparatus and method for determining design plan compliance using machine learning Nov 13, 2022 Issued
Array ( [id] => 19129811 [patent_doc_number] => 20240135164 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-04-25 [patent_title] => AUTOMATIC IDENTIFICATION OF LESSONS-LEARNED INCIDENT RECORDS [patent_app_type] => utility [patent_app_number] => 17/973344 [patent_app_country] => US [patent_app_date] => 2022-10-24 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 12948 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -22 [patent_words_short_claim] => 118 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17973344 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/973344
Automatic identification of lessons-learned incident records Oct 24, 2022 Issued
Array ( [id] => 19129811 [patent_doc_number] => 20240135164 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-04-25 [patent_title] => AUTOMATIC IDENTIFICATION OF LESSONS-LEARNED INCIDENT RECORDS [patent_app_type] => utility [patent_app_number] => 17/973344 [patent_app_country] => US [patent_app_date] => 2022-10-24 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 12948 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -22 [patent_words_short_claim] => 118 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17973344 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/973344
Automatic identification of lessons-learned incident records Oct 24, 2022 Issued
Array ( [id] => 19129813 [patent_doc_number] => 20240135166 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-04-25 [patent_title] => DNN TRAINING ALGORITHM WITH DYNAMICALLY COMPUTED ZERO-REFERENCE [patent_app_type] => utility [patent_app_number] => 18/048436 [patent_app_country] => US [patent_app_date] => 2022-10-19 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 9138 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 137 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18048436 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/048436
DNN TRAINING ALGORITHM WITH DYNAMICALLY COMPUTED ZERO-REFERENCE Oct 19, 2022 Pending
Array ( [id] => 18213612 [patent_doc_number] => 20230059877 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-02-23 [patent_title] => DEEP LEARNING-BASED SPLICE SITE CLASSIFICATION [patent_app_type] => utility [patent_app_number] => 17/970509 [patent_app_country] => US [patent_app_date] => 2022-10-20 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 18399 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 168 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17970509 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/970509
DEEP LEARNING-BASED SPLICE SITE CLASSIFICATION Oct 19, 2022 Pending
Array ( [id] => 18213612 [patent_doc_number] => 20230059877 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-02-23 [patent_title] => DEEP LEARNING-BASED SPLICE SITE CLASSIFICATION [patent_app_type] => utility [patent_app_number] => 17/970509 [patent_app_country] => US [patent_app_date] => 2022-10-20 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 18399 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 168 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17970509 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/970509
DEEP LEARNING-BASED SPLICE SITE CLASSIFICATION Oct 19, 2022 Pending
Array ( [id] => 19129813 [patent_doc_number] => 20240135166 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-04-25 [patent_title] => DNN TRAINING ALGORITHM WITH DYNAMICALLY COMPUTED ZERO-REFERENCE [patent_app_type] => utility [patent_app_number] => 18/048436 [patent_app_country] => US [patent_app_date] => 2022-10-19 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 9138 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 137 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18048436 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/048436
DNN TRAINING ALGORITHM WITH DYNAMICALLY COMPUTED ZERO-REFERENCE Oct 18, 2022 Pending
Array ( [id] => 20160459 [patent_doc_number] => 12387091 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-08-12 [patent_title] => Activation functions for deep neural networks [patent_app_type] => utility [patent_app_number] => 17/962348 [patent_app_country] => US [patent_app_date] => 2022-10-07 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 7 [patent_figures_cnt] => 16 [patent_no_of_words] => 9639 [patent_no_of_claims] => 11 [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] => 17962348 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/962348
Activation functions for deep neural networks Oct 6, 2022 Issued
Array ( [id] => 18147879 [patent_doc_number] => 20230021736 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-01-26 [patent_title] => MACHINE LEARNING DRIVEN EXPERIMENTAL DESIGN FOR FOOD TECHNOLOGY [patent_app_type] => utility [patent_app_number] => 17/955763 [patent_app_country] => US [patent_app_date] => 2022-09-29 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 12224 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 187 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17955763 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/955763
MACHINE LEARNING DRIVEN EXPERIMENTAL DESIGN FOR FOOD TECHNOLOGY Sep 28, 2022 Abandoned
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