Researcher profile
Dimitrios Soudris
2 papers in the PaperMetrix corpus
Publications
Papers by this author
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On-Sensor Printed Machine Learning Classification via Bespoke ADC and Decision Tree Co-Design
2024
Printed electronics (PE) technology provides cost-effective hardware with unmet customization, due to their low non-recurring engineering and fabrication costs. PE exhibit features such as flexibility, stretchability, porosity, and conformality, which make them a prominent candidate …
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Towards Asynchronous Peer-to-Peer Federated Learning for Heterogeneous Systems
2025
Federated Learning (FL) enables collaborative model training across distributed, privacy-sensitive data sources. Traditional FL follows a centralized client-server architecture, relying on synchronized updates and uniform participation. However, real-world deployments face challenges such as client heterogeneity, …