Prosecution Insights
Last updated: May 29, 2026

Examiner: GODO, MORIAM MOSUNMOLA

Tech Center 2100 • Art Units: 2121 2148

This examiner grants 44% of resolved cases

Performance Statistics

43.5%
Allow Rate
-11.5% vs TC avg
118
Total Applications
+33.7%
Interview Lift
1672
Avg Prosecution Days
Based on 69 resolved cases, 2023–2026

Rejection Statute Breakdown

1.4%
§101 Eligibility
0.6%
§102 Novelty
91.8%
§103 Obviousness
5.4%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
19328206 System and Method for Persistent Cognitive Machine on Neuromorphic Platform Final Rejection AtomBeam Technologies Inc.
19205960 Deep Learning Core with Persistent Cognitive Neural Architecture Final Rejection AtomBeam Technologies Inc.
19076924 HIERARCHICAL THOUGHT SUPERVISION NETWORK FOR ADAPTIVE PROCESSING Final Rejection AtomBeam Technologies Inc.
19054759 DYNAMICALLY-ENCODED AGENT NETWORK FOR OPTIMIZED DEEP LEARNING Final Rejection AtomBeam Technologies Inc.
18918077 REAL-TIME TIME SERIES FORECASTING USING A COMPOUND LARGE CODEWORD MODEL Non-Final OA AtomBeam Technologies Inc.
18914240 DEEP LEARNING ARCHITECTURE FOR OPERATING ON HOMOMORPHICALLY COMPRESSED AND ENCRYPTED DATA Final Rejection AtomBeam Technologies Inc.
18907466 MULTIMODAL DATA PROCESSING AND GENERATION SYSTEM USING VQ-VAE AND LATENT TRANSFORMER Final Rejection AtomBeam Technologies Inc.
17221962 DEEP NEURAL NETWORK WITH REDUCED PARAMETER COUNT Final Rejection Nokia Technologies Oy
18054452 COLLECTIVE COMMUNICATION PHASES AT MIXTURE-OF-EXPERTS LAYER Final Rejection Microsoft Technology Licensing, LLC
17870038 NEURAL PROCESSING UNIT FOR ATTENTION-BASED INFERENCE Non-Final OA Arm Limited
17311730 CONTENT CLASSIFICATION METHOD AND CLASSIFICATION MODEL GENERATION METHOD Final Rejection SEMICONDUCTOR ENERGY LABORATORY CO., LTD.
18044842 Modeling Dependencies with Global Self-Attention Neural Networks Non-Final OA Google LLC
17161093 HYBRID GRAPH NEURAL NETWORK Non-Final OA International Business Machines Corporation
17039559 MEMORY-MAPPED NEURAL NETWORK ACCELERATOR FOR DEPLOYABLE INFERENCE SYSTEMS Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
16662532 3D NEURAL INFERENCE PROCESSING UNIT ARCHITECTURES Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
17484918 NEURAL NETWORK ACCELERATOR SYSTEM FOR IMPROVING SEMANTIC IMAGE SEGMENTATION Non-Final OA Intel Corporation
15931664 MEMORY DEVICE TO TRAIN NEURAL NETWORKS Non-Final OA Micron Technology, Inc.
18823451 CROSS-RELEVANT REFINEMENT OF GENERATIVE ARTIFICIAL INTELLIGENCE MODELS FOR CREATIVE CONTENT ACROSS MULTIPLE PLATFORMS Final Rejection Dropbox, Inc.
18142897 GRAPH EMBEDDING METHOD AND SYSTEM THEREOF Non-Final OA SAMSUNG SDS CO., LTD.
17214723 ACCESSING TENSORS Final Rejection NVIDIA Corporation
16926407 EFFICIENT SEARCH OF ROBUST ACCURATE NEURAL NETWORKS Non-Final OA Rensselaer Polytechnic Institute
17246219 SYSTEMS, METHODS, AND MEDIA FOR GENERATING AND USING SPIKING NEURAL NETWORKS WITH IMPROVED EFFICIENCY Final Rejection Wisconsin Alumni Research Foundation
18778094 APPARATUS AND METHOD FOR TRAINING AN EXCITATION MODEL USING REPRESENTATION DATA Non-Final OA Flourish Worldwide, LLC
17177391 DETERMINING DEMAND CURVES FROM COMFORT CURVES Non-Final OA PassiveLogic, Inc.
17302402 SYSTEM AND METHOD OF QUANTUM ENHANCED ACCELERATED NEURAL NETWORK TRAINING Non-Final OA equal1.labs Inc.

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