
Robert Joseph Hoffberg
Examiner (ID: 18753, Phone: (571)272-2761 , Office: P/2835 )
| Most Active Art Unit | 2835 |
| Art Unit(s) | 2835, 2841, 2891, BPAI |
| Total Applications | 1658 |
| Issued Applications | 1265 |
| Pending Applications | 73 |
| Abandoned Applications | 350 |
Applications
| Application number | Title of the application | Filing Date | Status |
|---|---|---|---|
Array
(
[id] => 19348022
[patent_doc_number] => 20240256986
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2024-08-01
[patent_title] => SYSTEMS AND METHODS FOR IMPROVING THE STRUCTURAL DESIGN OF ARTIFICIAL INTELLIGENCE SYSTEMS THROUGH MODELING AND SIMULATION TECHNIQUES
[patent_app_type] => utility
[patent_app_number] => 18/103702
[patent_app_country] => US
[patent_app_date] => 2023-01-31
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 19828
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -23
[patent_words_short_claim] => 147
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18103702
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/103702 | SYSTEMS AND METHODS FOR IMPROVING THE STRUCTURAL DESIGN OF ARTIFICIAL INTELLIGENCE SYSTEMS THROUGH MODELING AND SIMULATION TECHNIQUES | Jan 30, 2023 | Pending |
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] => 20537905
[patent_doc_number] => 12554983
[patent_country] => US
[patent_kind] => B2
[patent_issue_date] => 2026-02-17
[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] => 16
[patent_figures_cnt] => 16
[patent_no_of_words] => 5520
[patent_no_of_claims] => 16
[patent_no_of_ind_claims] => 3
[patent_words_short_claim] => 61
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[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 | Issued |
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] => 20746671
[patent_doc_number] => 12646590
[patent_country] => US
[patent_kind] => B2
[patent_issue_date] => 2026-06-02
[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] => 37
[patent_figures_cnt] => 37
[patent_no_of_words] => 15080
[patent_no_of_claims] => 20
[patent_no_of_ind_claims] => 3
[patent_words_short_claim] => 163
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[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 | 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 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 |
Array
(
[id] => 19085212
[patent_doc_number] => 20240112013
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2024-04-04
[patent_title] => Generative Models for Discrete Datasets Constrained by a Marginal Distribution Specification
[patent_app_type] => utility
[patent_app_number] => 17/951889
[patent_app_country] => US
[patent_app_date] => 2022-09-23
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 7609
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 212
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17951889
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/951889 | Generative Models for Discrete Datasets Constrained by a Marginal Distribution Specification | Sep 22, 2022 | Pending |
Array
(
[id] => 19069946
[patent_doc_number] => 20240104372
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2024-03-28
[patent_title] => SYSTEMS AND METHODS FOR IMPROVING TRAINING OF ARTIFICIAL NEURAL NETWORKS
[patent_app_type] => utility
[patent_app_number] => 17/951069
[patent_app_country] => US
[patent_app_date] => 2022-09-22
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 6693
[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] => 17951069
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/951069 | SYSTEMS AND METHODS FOR IMPROVING TRAINING OF ARTIFICIAL NEURAL NETWORKS | Sep 21, 2022 | Pending |
Array
(
[id] => 19069945
[patent_doc_number] => 20240104371
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2024-03-28
[patent_title] => COOPERATIVE LEARNING OF LANGEVIN FLOW AND NORMALIZING FLOW TOWARD ENERGY-BASED MODEL
[patent_app_type] => utility
[patent_app_number] => 17/947963
[patent_app_country] => US
[patent_app_date] => 2022-09-19
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 14399
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 133
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17947963
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/947963 | COOPERATIVE LEARNING OF LANGEVIN FLOW AND NORMALIZING FLOW TOWARD ENERGY-BASED MODEL | Sep 18, 2022 | Pending |
Array
(
[id] => 19069928
[patent_doc_number] => 20240104354
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2024-03-28
[patent_title] => VARIATIONAL METHOD OF MAXIMIZING CONDITIONAL EVIDENCE FOR LATENT VARIABLE MODELS
[patent_app_type] => utility
[patent_app_number] => 17/942454
[patent_app_country] => US
[patent_app_date] => 2022-09-12
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 8497
[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] => 17942454
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/942454 | VARIATIONAL METHOD OF MAXIMIZING CONDITIONAL EVIDENCE FOR LATENT VARIABLE MODELS | Sep 11, 2022 | Pending |
Array
(
[id] => 18094841
[patent_doc_number] => 20220413182
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2022-12-29
[patent_title] => RECOMMENDATION ENGINE FOR A COGNITIVE RESERVOIR SYSTEM
[patent_app_type] => utility
[patent_app_number] => 17/901629
[patent_app_country] => US
[patent_app_date] => 2022-09-01
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 11335
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 174
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17901629
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/901629 | Identifying target regions in a cognitive reservoir system | Aug 31, 2022 | Issued |
Array
(
[id] => 19006380
[patent_doc_number] => 20240070451
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2024-02-29
[patent_title] => SYSTEM AND METHOD FOR UNIVERSAL PURIFICATION OF INPUT PERTURBATION WITH DENOISED DIFFIUSION MODELS
[patent_app_type] => utility
[patent_app_number] => 17/900343
[patent_app_country] => US
[patent_app_date] => 2022-08-31
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 8678
[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] => 17900343
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/900343 | SYSTEM AND METHOD FOR UNIVERSAL PURIFICATION OF INPUT PERTURBATION WITH DENOISED DIFFIUSION MODELS | Aug 30, 2022 | Pending |
Array
(
[id] => 18592007
[patent_doc_number] => 11740905
[patent_country] => US
[patent_kind] => B1
[patent_issue_date] => 2023-08-29
[patent_title] => Drift detection in static processes
[patent_app_type] => utility
[patent_app_number] => 17/814684
[patent_app_country] => US
[patent_app_date] => 2022-07-25
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 5
[patent_figures_cnt] => 5
[patent_no_of_words] => 7369
[patent_no_of_claims] => 18
[patent_no_of_ind_claims] => 3
[patent_words_short_claim] => 237
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17814684
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/814684 | Drift detection in static processes | Jul 24, 2022 | Issued |
Array
(
[id] => 19886091
[patent_doc_number] => 12271809
[patent_country] => US
[patent_kind] => B2
[patent_issue_date] => 2025-04-08
[patent_title] => Apparatus and method for processing convolution operation of neural network
[patent_app_type] => utility
[patent_app_number] => 17/848007
[patent_app_country] => US
[patent_app_date] => 2022-06-23
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 13
[patent_figures_cnt] => 17
[patent_no_of_words] => 13194
[patent_no_of_claims] => 12
[patent_no_of_ind_claims] => 2
[patent_words_short_claim] => 197
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17848007
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/848007 | Apparatus and method for processing convolution operation of neural network | Jun 22, 2022 | Issued |
Array
(
[id] => 17885336
[patent_doc_number] => 20220300813
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2022-09-22
[patent_title] => SYSTEMS AND METHODS FOR TRAINING AND EXECUTING A NEURAL NETWORK FOR COLLABORATIVE MONITORING OF RESOURCE USAGE
[patent_app_type] => utility
[patent_app_number] => 17/806382
[patent_app_country] => US
[patent_app_date] => 2022-06-10
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 10827
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 225
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17806382
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/806382 | SYSTEMS AND METHODS FOR TRAINING AND EXECUTING A NEURAL NETWORK FOR COLLABORATIVE MONITORING OF RESOURCE USAGE | Jun 9, 2022 | Abandoned |