Prosecution Insights
Prosecution Insights
Tech Center 2600 • Art Units: 2124 2164 2421 2699
This examiner grants 51% of resolved cases
| App # | Title | Status | Assignee |
|---|---|---|---|
| 18305676 | NON-LINEAR MULTI-DIMENSIONAL COST FUNCTION FOR ARTIFICIAL INTELLIGENCE INFERENCE | Non-Final OA | SAMSUNG ELECTRONICS CO., LTD. |
| 18171433 | METHOD OF TRAINING BINARIZED NEURAL NETWORK WITH PARAMETERIZED WEIGHT CLIPPING AND MEMORY DEVICE USING THE SAME | Non-Final OA | Samsung Electronics Co., Ltd. |
| 19050038 | ADVERSARIAL-ROBUST VECTOR QUANTIZED VARIATIONAL AUTOENCODER WITH SECURE LATENT SPACE FOR TIME-SERIES DATA | Non-Final OA | AtomBeam Technologies Inc. |
| 18133031 | Implementation Aspects Of Predictive Residual Encoding In Neural Networks Compression | Final Rejection | Nokia Technologies Oy |
| 17936321 | RECONFIGURABLE MULTILAYER IMAGE PROCESSING ARTIFICIAL INTELLIGENCE NETWORK | Non-Final OA | Synaptics Incorporated |
| 17583053 | A NEURAL NETWORK TILING METHOD BY A PROCESSOR | Non-Final OA | HUAWEI TECHNOLOGIES CO., LTD. |
| 18094251 | Palettization of Kernel Vector in Neural Network Processor | Final Rejection | Apple Inc. |
| 18335848 | DATASET EXPLORATION PIPELINE USING CONDITIONAL INDEPENDENCE GRAPHS AND NEURAL GRAPHICAL MODELS | Non-Final OA | Microsoft Technology Licensing, LLC |
| 18310242 | MATCHING BASED INTENT UNDERSTANDING WITH TRANSFER LEARNING | Final Rejection | Microsoft Technology Licensing, LLC |
| 17938583 | SYSTEM, DEVICES AND/OR PROCESSES FOR EXECUTING A NEURAL NETWORK ARCHITECTURE SEARCH | Non-Final OA | Arm Limited |
| 18011873 | Meta-Learning Bi-Directional Gradient-Free Artificial Neural Networks | Final Rejection | Google LLC |
| 17350227 | GEOMETRIC REPRESENTATION FOR RULE INDUCTION FROM KNOWLEDGE GRAPHS | Non-Final OA | International Business Machines Corporation |
| 17085173 | INTEGRATED CIRCUIT WITH A CONFIGURABLE NEUROMORPHIC NEURON APPARATUS FOR ARTIFICIAL NEURAL NETWORKS | Final Rejection | International Business Machines Corporation |
| 18050944 | DEEP NEURAL NETWORK (DNN) ACCELERATOR FACILITATING ACTIVATION COMPRESSION | Final Rejection | Intel Corporation |
| 17715768 | Shuffled Secure Multiparty Deep Learning | Final Rejection | Micron Technology, Inc. |
| 18068987 | EFFICIENT MACHINE LEARNING MODEL ARCHITECTURES FOR TRAINING AND INFERENCE | Non-Final OA | QUALCOMM Incorporated |
| 18483056 | SYSTEM AND METHOD FOR CHAINING DISCRETE MODELS | Non-Final OA | Palantir Technologies Inc. |
| 17145876 | METHOD AND APPARATUS WITH NEURAL NETWORK AND TRAINING | Non-Final OA | Korea Advanced Institute of Science and Technology |
| 17957891 | DOMAIN-BASED LEARNING FOR AUTOENCODER MODELS | Final Rejection | SAP SE |
| 18008237 | BINARY NEURAL NETWORKS WITH GENERALIZED ACTIVATION FUNCTIONS | Non-Final OA | CARNEGIE MELLON UNIVERSITY |
| 19075941 | Artificial Intelligence Deliberative Assembly (AIDA) | Non-Final OA | Aqfer, Inc. |
| 17957508 | Selecting a Tiling Scheme for Processing Instances of Input Data Through a Neural Netwok | Final Rejection | ATI Technologies ULC |
| 18065068 | HIGH-RESOLUTION IC NET ROUTING SYSTEM, COMPONENTS AND METHODS WITH DEEP NEURAL NETWORKS | Final Rejection | THE BOARD OF TRUSTEES OF THE UNIVERSITY OF ILLINOIS |
| 18129165 | METHODS AND SYSTEMS FOR EVALUATING QUANTIZABILITY OF A COMPUTATION GRAPH | Non-Final OA | APTIV TECHNOLOGIES AG |
| 18054073 | SIGN-AWARE RECOMMENDATION APPARATUS AND METHOD USING GRAPH NEURAL NETWORK | Final Rejection | INDUSTRY-ACADEMIC COOPERATION FOUNDATION, YONSEI UNIVERSITY |
| 17398673 | PERFORMANCE-AWARE SIZE REDUCTION FOR NEURAL NETWORKS | Final Rejection | Nvidia Corporation |
| 17405423 | ACOUSTIC RESONANCE DIAGNOSTIC METHOD FOR DETECTING STRUCTURAL DEGRADATION AND SYSTEM APPLYING THE SAME | Non-Final OA | INDUSTRIAL TECHNOLOGY RESEARCH INSTITUTE |
| 17500598 | VECTOR ACTIVATION FUNCTION TO SUPPORT MACHINE LEARNING INFERENCE AND OTHER PROCESSES | Final Rejection | MELLANOX TECHNOLOGIES, LTD. |
| 18199611 | SYSTEMS AND METHODS FOR SELF-SUPPERVISED TIME-SERIES REPRESENTATION LEARNING | Non-Final OA | Royal Bank of Canada |
| 17032971 | MAINTAINING PERSISTENT WEIGHTS IN TRAINING DURING FORWARDS AND BACKWARDS PASSES | Final Rejection | Advanced Micro Devices, Inc. |
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