Federated Learning Patent Application Trends 2024
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Contents
- 1 Federated Learning Patent Application Filing Activity
- 2 Federated Learning patent applications in 2024
- 3 Top Technology Areas in Federated Learning
- 4 Top Companies in Federated Learning
- 4.1 QUALCOMM Incorporated
- 4.2 Dell Products L.P.
- 4.3 International Business Machines Corporation
- 4.4 Intel Corporation
- 4.5 Capital One Services, LLC
- 4.6 Toyota Motor Engineering & Manufacturing North America, Inc.
- 4.7 NEC Corporation
- 4.8 HUAWEI TECHNOLOGIES CO., LTD.
- 4.9 NOKIA TECHNOLOGIES OY
- 4.10 LG Electronics Inc.
- 5 New Companies in Federated Learning (Last Month)
- 6 Emerging Technology Areas in Federated Learning
- 7 Top Companies in Emerging Federated Learning Technologies
Federated Learning Patent Application Filing Activity
Federated Learning patent applications in 2024
Top Technology Areas in Federated Learning
Top CPC Codes
- G06N20/00 (No explanation available)
- Count: 43 patents
- Example: 20240232708. MODEL TRAINING USING FEDERATED LEARNING simplified abstract (Lenovo (Singapore) Pte. Ltd.)
- G06N3/098 (No explanation available)
- G06N20/20 (No explanation available)
- G06N3/08 (No explanation available)
- H04W24/02 (No explanation available)
- H04L9/008 (No explanation available)
- G06N3/045 (No explanation available)
- H04L41/16 (No explanation available)
- G06N3/084 (No explanation available)
- Count: 3 patents
- Example: 20240104384. MANAGEMENT OF FEDERATED LEARNING simplified abstract (QUALCOMM Incorporated)
- G06V10/95 (No explanation available)
Top Companies in Federated Learning
QUALCOMM Incorporated
- Number of Federated Learning patents: 14
- Top CPC codes:
- Recent patents:
- 20240112039. CLIENT-AGNOSTIC LEARNING AND ZERO-SHOT ADAPTATION FOR FEDERATED DOMAIN GENERALIZATION simplified abstract (QUALCOMM Incorporated) (20240404)
- 20240086699. HARDWARE-AWARE FEDERATED LEARNING simplified abstract (QUALCOMM Incorporated) (20240314)
- 20240224064. ADJUSTING BIASED DATA DISTRIBUTIONS FOR FEDERATED LEARNING simplified abstract (QUALCOMM Incorporated) (20240704)
Dell Products L.P.
- Number of Federated Learning patents: 10
- Top CPC codes:
- G06N20/00 (No explanation available): 6 patents
- H04L63/1416 (No explanation available): 2 patents
- H04L63/1491 (No explanation available): 1 patents
- Recent patents:
- 20240111903. DETECTING CLIENT ISOLATION ATTACKS IN FEDERATED LEARNING THROUGH OVERFITTING MONITORING simplified abstract (Dell Products L.P.) (20240404)
- 20240028911. EFFICIENT SAMPLING OF EDGE-WEIGHTED QUANTIZATION FOR FEDERATED LEARNING simplified abstract (Dell Products L.P.) (20240125)
- 20240028974. EDGE-WEIGHTED QUANTIZATION FOR FEDERATED LEARNING simplified abstract (Dell Products L.P.) (20240125)
International Business Machines Corporation
- Number of Federated Learning patents: 7
- Top CPC codes:
- Recent patents:
- 20240070286. SUPERVISED ANOMALY DETECTION IN FEDERATED LEARNING simplified abstract (International Business Machines Corporation) (20240229)
- 20240070531. SKETCHED AND CLUSTERED FEDERATED LEARNING WITH AUTOMATIC TUNING simplified abstract (International Business Machines Corporation) (20240229)
- 20240039692. PRIVATE VERTICAL FEDERATED LEARNING simplified abstract (International Business Machines Corporation) (20240201)
Intel Corporation
- Number of Federated Learning patents: 5
- Top CPC codes:
- G06N20/00 (No explanation available): 3 patents
- H04L9/008 (No explanation available): 1 patents
- G06F21/6254 (No explanation available): 1 patents
- Recent patents:
- 20240062102. PROTECTING ASSETS OF MUTUALLY DISTRUSTFUL ENTITIES DURING FEDERATED LEARNING TRAINING ON A REMOTE DEVICE simplified abstract (Intel Corporation) (20240222)
- 20240169094. MITIGATING PRIVATE DATA LEAKAGE IN A FEDERATED LEARNING SYSTEM simplified abstract (Intel Corporation) (20240523)
- 20240155025. USES OF CODED DATA AT MULTI-ACCESS EDGE COMPUTING SERVER simplified abstract (Intel Corporation) (20240509)
Capital One Services, LLC
- Number of Federated Learning patents: 5
- Top CPC codes:
- Recent patents:
- 20240193431. METHODS AND SYSTEMS FOR FORKABLE FEDERATED LEARNING PATHWAYS FOR VERSATILE LEARNING PATHWAYS simplified abstract (Capital One Services, LLC) (20240613)
- 20240193487. METHODS AND SYSTEMS FOR UTILIZING DATA PROFILES FOR CLIENT CLUSTERING AND SELECTION IN FEDERATED LEARNING simplified abstract (Capital One Services, LLC) (20240613)
- 20240028870. SELECTIVE REPORTING OF MACHINE LEARNING PARAMETERS FOR FEDERATED LEARNING simplified abstract (Capital One Services, LLC) (20240125)
Toyota Motor Engineering & Manufacturing North America, Inc.
- Number of Federated Learning patents: 4
- Top CPC codes:
- Recent patents:
- 20240127105. SYSTEMS AND METHODS FOR CONTRIBUTION-AWARE FEDERATED LEARNING simplified abstract (Toyota Motor Engineering & Manufacturing North America, Inc.) (20240418)
- 20240104427. SYSTEMS AND METHODS FOR FEDERATED LEARNING WITH HETEROGENEOUS CLIENTS VIA DATA-FREE KNOWLEDGE DISTILLATION simplified abstract (Toyota Motor Engineering & Manufacturing North America, Inc.) (20240328)
- 20240174254. SYSTEMS AND METHODS FOR COMMUNICATION-AWARE FEDERATED LEARNING simplified abstract (Toyota Motor Engineering & Manufacturing North America, Inc.) (20240530)
NEC Corporation
- Number of Federated Learning patents: 4
- Top CPC codes:
- Recent patents:
- 20240070469. FEDERATED LEARNING SYSTEM, FEDERATED LEARNING APPARATUS, FEDERATED LEARNING METHOD, AND FEDERATED LEARNING PROGRAM simplified abstract (NEC Corporation) (20240229)
- 20240070539. LEARNING DEVICE simplified abstract (NEC Corporation) (20240229)
- 20240045948. INFORMATION PROCESSING APPARATUS AND STORAGE MEDIUM simplified abstract (NEC Corporation) (20240208)
HUAWEI TECHNOLOGIES CO., LTD.
- Number of Federated Learning patents: 4
- Top CPC codes:
- Recent patents:
- 20240054324. DISTRIBUTED LEARNING METHOD AND APPARATUS simplified abstract (HUAWEI TECHNOLOGIES CO., LTD.) (20240215)
- 20240054354. FEDERATED LEARNING METHOD AND APPARATUS simplified abstract (HUAWEI TECHNOLOGIES CO., LTD.) (20240215)
- 20240086720. FEDERATED LEARNING METHOD, APPARATUS, AND SYSTEM simplified abstract (HUAWEI TECHNOLOGIES CO., LTD.) (20240314)
NOKIA TECHNOLOGIES OY
- Number of Federated Learning patents: 4
- Top CPC codes:
- Recent patents:
- 20240037450. CLUSTER BASED TRAINING HOST SELECTION IN ASYNCHRONOUS FEDERATED LEARNING MODEL COLLECTION simplified abstract (NOKIA TECHNOLOGIES OY) (20240201)
- 20240152768. EFFICIENT FEDERATED-LEARNING MODEL TRAINING IN WIRELESS COMMUNICATION SYSTEM simplified abstract (NOKIA TECHNOLOGIES OY) (20240509)
- 20240028961. ENABLEMENT OF FEDERATED MACHINE LEARNING FOR TERMINALS TO IMPROVE THEIR MACHINE LEARNING CAPABILITIES simplified abstract (NOKIA TECHNOLOGIES OY) (20240125)
LG Electronics Inc.
- Number of Federated Learning patents: 3
- Top CPC codes:
- Recent patents:
- 20240129755. DATA PARTITION-BASED MODULATION METHOD AND APPARATUS FOR FEDERATED LEARNING simplified abstract (LG Electronics Inc.) (20240418)
- 20240007849. DEVICE AND METHOD FOR TRANSMITTING SIGNAL IN WIRELESS COMMUNICATION SYSTEM simplified abstract (LG Electronics Inc.) (20240104)
- 20240223407. METHOD AND DEVICE FOR PERFORMING FEDERATED LEARNING IN WIRELESS COMMUNICATION SYSTEM simplified abstract (LG Electronics Inc.) (20240704)
New Companies in Federated Learning (Last Month)
No new companies detected in the last month.
Emerging Technology Areas in Federated Learning
- G06V2201/03 (No explanation available)
- G06T2207/30168 (No explanation available)
- G06T2207/20081 (No explanation available)
- G06T2207/10088 (No explanation available)
- G06T2207/30004 (No explanation available)
- G16H40/67 (No explanation available)
- G01R33/5608 (No explanation available)
- G06T7/0012 (No explanation available)
- G06Q40/125 (No explanation available)
- H04L9/50 (No explanation available)
Top Companies in Emerging Federated Learning Technologies
- SHANGHAI UNITED IMAGING HEALTHCARE CO., LTD.: 8 patents
- InterDigital Patent Holdings, Inc.: 1 patents
- BEIJING JIAOTONG UNIVERSITY: 1 patents
