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cs.LG2025★ 1 cited
Efficient Split Learning LSTM Models for FPGA-based Edge IoT Devices
Romina Soledad Molina, Vukan Ninkovic, Dejan Vukobratovic +2
Split Learning (SL) recently emerged as an efficient paradigm for distributed Machine Learning (ML) suitable for the Internet Of Things (IoT)-Cloud systems. However, deploying SL o…
cs.LG2022
Machine Learning Methods for Device Identification Using Wireless Fingerprinting
Srđan Šobot, Vukan Ninković, Dejan Vukobratović +2
Industrial Internet of Things (IoT) systems increasingly rely on wireless communication standards. In a common industrial scenario, indoor wireless IoT devices communicate with acc…