Prosecution Insights
Prosecution Insights
Tech Center 2100 • Art Units: 2121 2128 2148
This examiner grants 45% of resolved cases
Moriam Mosunmola Godo is an examiner in Tech Center 2100, Art Unit 2121. With 80 resolved cases, the examiner has an allowance rate of 45.0 percent. This rate indicates that fewer than half of the 80 resolved cases reaching a resolution are granted. Practitioners should be prepared for a challenging prosecution process in Art Unit 2121.
The interview lift is 37.4 percent, which is a very high figure. This suggests that applications with an interview are much more likely to be allowed than the baseline rate of 45.0 percent. Practitioners should strongly consider an interview, as the 37.4 percent lift indicates it is a very effective way to resolve issues and secure an allowance. This is a primary strategic metric for this examiner.
The median days to allowance for this examiner is 1695. This is a very long timeline, showing that it takes a significant amount of time for successful applications to reach a grant. The combination of the allowance rate and the 1695 day median pendency makes for a lengthy process in Tech Center 2100. The 1695 day figure is a critical factor for long-term planning.
| App # | Title | Status | Assignee |
|---|---|---|---|
| 19546399 | Systems and Methods for Geometric Cognition on Spiking Neuromorphic Substrates for Persistent Cognitive Machines | Final Rejection | AtomBeam Technologies Inc. |
| 19197957 | Active Deep Learning Core with Locally Supervised Dynamic Pruning and Greedy Neurons | Final Rejection | AtomBeam Technologies Inc. |
| 19060794 | ACTIVE DEEP LEARNING CORE WITH LOCALLY SUPERVISED DYNAMIC PRUNING | Non-Final OA | AtomBeam Technologies Inc. |
| 19044546 | ENHANCED NEURAL NETWORK ARCHITECTURE WITH META-SUPERVISED BUNDLE-BASED COMMUNICATION AND ADAPTIVE SIGNAL TRANSFORMATION | Non-Final OA | AtomBeam Technologies Inc. |
| 19026276 | REAL-TIME NEURAL NETWORK ARCHITECTURE ADAPTATION THROUGH SUPERVISED NEUROGENSIS DURING INFERENCE OPERATIONS | Non-Final OA | AtomBeam Technologies Inc. |
| 18928022 | NETWORK OF SUPERVISORY NEURONS FOR GLOBALLY ADAPTIVE DEEP LEARNING CORE | Final Rejection | AtomBeam Technologies Inc. |
| 18918077 | REAL-TIME TIME SERIES FORECASTING USING A COMPOUND LARGE CODEWORD MODEL | Final Rejection | AtomBeam Technologies Inc. |
| 18914240 | DEEP LEARNING ARCHITECTURE FOR OPERATING ON HOMOMORPHICALLY COMPRESSED AND ENCRYPTED DATA | Non-Final OA | AtomBeam Technologies Inc. |
| 18907466 | MULTIMODAL DATA PROCESSING AND GENERATION SYSTEM USING VQ-VAE AND LATENT TRANSFORMER | Non-Final OA | AtomBeam Technologies Inc. |
| 18890788 | LIGHTWEIGHT CODEWORD MODEL FOR EDGE OPERATION USING AN ALL-BINARY CORE | Final Rejection | AtomBeam Technologies Inc. |
| 18619815 | SYSTEMS AND METHODS FOR TRAINING A LEARNING MODEL TO PREDICT A CYCLING CHARACTERISTIC USING A PHYSICS MODEL | Non-Final OA | Toyota Motor Engineering & Manufacturing North America, Inc. |
| 18044842 | Modeling Dependencies with Global Self-Attention Neural Networks | Final Rejection | Google LLC |
| 17246219 | SYSTEMS, METHODS, AND MEDIA FOR GENERATING AND USING SPIKING NEURAL NETWORKS WITH IMPROVED EFFICIENCY | Non-Final OA | Wisconsin Alumni Research Foundation |
| 17311730 | CONTENT CLASSIFICATION METHOD AND CLASSIFICATION MODEL GENERATION METHOD | Non-Final OA | SEMICONDUCTOR ENERGY LABORATORY CO., LTD. |
| 18666471 | WARM START FOR MULTIPLIER TUNING POSTPROCESSING FOR MACHINE LEARNING BIAS MITIGATION | Non-Final OA | Oracle International Corporation |
| 18154269 | SELECTING LEARNING MODEL | Non-Final OA | Telefonaktiebolaget LM Ericsson (publ) |
| 18856790 | System for Topological Quantum Operation and Method Thereof | Non-Final OA | NTT, Inc. |
| 18657652 | MAJORANA Parity Readout Tuning Protocol | Non-Final OA | Microsoft Technology Licensing, LLC |
| 17246020 | SYMMETRY-PROTECTED QUANTUM COMPUTATION | Final Rejection | Microsoft Technology Licensing, LLC |
| 16418799 | PARALLELIZATION STRATEGIES FOR TRAINING A NEURAL NETWORK | Non-Final OA | NVIDIA Corporation |
| 18821351 | ARTIFICIAL INTELLIGENCE ASSISTANT FOR NETWORK SERVICES AND MANAGEMENT | Non-Final OA | Cisco Technology, Inc. |
| 16926407 | EFFICIENT SEARCH OF ROBUST ACCURATE NEURAL NETWORKS | Final Rejection | Rensselaer Polytechnic Institute |
| 18778094 | APPARATUS AND METHOD FOR TRAINING AN EXCITATION MODEL USING REPRESENTATION DATA | Final Rejection | Flourish Worldwide, LLC |
| 18423462 | SYSTEM AND METHOD FOR MODEL TRAINING IN ENHANCED PRIVACY ENVIRONMENTS | Non-Final OA | Yahoo Ad Tech LLC |
| 18423053 | MACHINE LEARNING ASSISTED WEIGHTED PROCESS FOR DERIVING PRODUCT OR SERVICE SOLUTION RECOMMENDATIONS CORRESPONDING TO MODIFICATION OF A CLOUD COMPUTING ENVIRONMENT | Non-Final OA | Dell Products, L.P. |
| 18142897 | GRAPH EMBEDDING METHOD AND SYSTEM THEREOF | Final Rejection | SAMSUNG SDS CO., LTD. |
| 18643797 | COMPOUND PROMPT PROCESSING USING MULTIPLE INTEGRATED DOMAIN-SPECIALIZED LANGUAGE MODELS | Non-Final OA | Insight Direct USA, Inc. |
| 18230912 | DATA MANAGEMENT DEVICE FOR SUPPORTING HIGH SPEED ARTIFICIAL NEURAL NETWORK OPERATION BY USING DATA CACHING BASED ON DATA LOCALITY OF ARTIFICIAL NEURAL NETWORK | Final Rejection | DEEPX CO., LTD. |
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