Federated SignalGAN: Privacy-Preserving Collaborative Brain Signal Processing for Enhanced Diagnostic Accuracy

Federated SignalGAN: Privacy-Preserving Collaborative Brain Signal Processing for Enhanced Diagnostic Accuracy

As the demand for enhanced privacy in collaborative brain signal processing intensifies, this research presents a robust federated learning framework. Collaborative signal analysis necessitates data pooling across institutions, emphasizing the critical need for privacy preservation. "Federated...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron: N. Deepa, R. Sumathi
Fformat: Erthygl
Iaith:English
Cyhoeddwyd: Faculty of Mechanical Engineering in Slavonski Brod, Faculty of Electrical Engineering in Osijek, Faculty of Civil Engineering in Osijek 2025-01-01
Cyfres:Tehnički Vjesnik
Pynciau:
federated learning
generative adversarial networks (GANs)
privacy-preserving signal processing
collaborative brain signal analysis
synthetic data generation
Mynediad Ar-lein:https://hrcak.srce.hr/file/475108

Rhyngrwyd

https://hrcak.srce.hr/file/475108

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