Federated Learning Patent Application Trends 2024
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)
File:New Companies in Federated Learning Last Month.png
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
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- SHANGHAI UNITED IMAGING HEALTHCARE CO., LTD.: 8 patents
- InterDigital Patent Holdings, Inc.: 1 patents
- BEIJING JIAOTONG UNIVERSITY: 1 patents
