Prosecution Insights
Last updated: May 29, 2026

Examiner: BALAKRISHNAN, VIJAY MURALI

Tech Center 2100 • Art Units: 2143

This examiner grants 43% of resolved cases

Performance Statistics

42.9%
Allow Rate
-12.1% vs TC avg
42
Total Applications
+85.7%
Interview Lift
1378
Avg Prosecution Days
Based on 14 resolved cases, 2023–2026

Rejection Statute Breakdown

1.3%
§101 Eligibility
13.3%
§102 Novelty
85.3%
§103 Obviousness
0%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17582873 ELECTRONIC DEVICE FOR PERFORMING FEDERATED LEARNING USING HARDWARE SECURE ARCHITECTURE AND FEDERATED LEARNING METHOD USING THE SAME Non-Final OA Samsung Electronics Co., Ltd.
17570113 NEUROMORPHIC HARDWARE AND METHOD FOR STORING AND/OR PROCESSING A KNOWLEDGE GRAPH Non-Final OA Siemens Aktiengesellschaft
17555577 NEUROMORPHIC HARDWARE FOR PROCESSING A KNOWLEDGE GRAPH REPRESENTED BY OBSERVED TRIPLE STATEMENTS AND METHOD FOR TRAINING A LEARNING COMPONENT Non-Final OA Siemens Aktiengesellschaft
17162970 METHODS AND APPARATUS FOR RETRIEVING RELEVANT INFORMATION FROM AN UNSTRUCTURED KNOWLEDGE BASE Non-Final OA Walmart Apollo, LLC
18170632 METHOD AND A SYSTEM FOR GENERATING SECONDARY TASKS FOR NEURAL NETWORKS Non-Final OA HITACHI, LTD.
17973781 NEURAL NETWORK ADJUSTMENT METHOD AND APPARATUS Non-Final OA HUAWEI TECHNOLOGIES CO., LTD.
17949710 NEURAL GRAPHICAL MODELS FOR GENERIC DATA TYPES Final Rejection Microsoft Technology Licensing, LLC
17996533 ERROR-SECURED INFERENCE CALCULATION FOR NEURAL NETWORKS Non-Final OA ROBERT BOSCH GMBH
17942992 INFORMATION PROCESSING APPARATUS FOR GENERATING MACHINE LEARNING MODEL BY COUPLING ONE FEATURE EXTRACTOR TO A PLURALITY OF PREDICTORS, TRAINING MODEL, AND EXTRACTING FEATURE EXTRACTOR WITHOUT PREDICTORS AS TRAINED MODEL OPERABLE FOR INFERENCE, AND METHOD AND NON-TRANSITORY COMPUTER READABLE MEDIUM HAVING PROGRAM STORED THEREON FOR SAME Final Rejection KABUSHIKI KAISHA TOSHIBA
17734667 Sequential Transfer Learning for Integrated Datasets Final Rejection Hitachi High-Tech Corporation
17649970 System and Method for Evaluating Defensive Performance using Graph Convolutional Network Non-Final OA STATS LLC
17740969 METHOD, APPARATUS, AND STORAGE MEDIUM FOR DIVIDING NEURAL NETWORK Non-Final OA HON HAI PRECISION INDUSTRY CO., LTD.
18083802 Neural Network-Based Method for Detecting Validity of Human Movement Non-Final OA FindSatoshi Lab Limited
17948639 SYSTEM AND METHOD FOR A GLOBAL DIGITAL ELEVATION MODEL Non-Final OA Climate Central

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