Code, per-run results, tables and figures for the manuscript "Communication-efficient split federated learning for patient-independent ECG classification". CESFL-ECG quantizes the smashed data and cut-layer gradients of split federated learning to 4 bits with stochastic rounding and is evaluated on MIT-BIH (DS1/DS2, fi...
Venkatesh Janarthanan, Viswanathan A· Zenodo (CERN European Organi...· 0 citations
Code, per-run results, tables and figures for the manuscript "Communication-efficient split federated learning for patient-independent ECG classification". The ECG databases are not included.
Venkatesh Janarthanan, Viswanathan A· Zenodo (CERN European Organi...· 0 citations
Code, per-run results, tables and figures for the manuscript "Communication-efficient split federated learning for patient-independent ECG classification". The ECG databases are not included.
Venkatesh Janarthanan, Viswanathan A· Zenodo (CERN European Organi...· 0 citations
FedIoMT-RPM v3.0: Lightweight adaptive split federated learning for patient-independent ECG arrhythmia classification This release contains the complete code and final results for the revised manuscript submitted to Scientific Reports. It replaces v2.0. Main changes from v2.0 Patient-independent evaluation. All methods...
Venkatesh Janarthanan· Zenodo (CERN European Organi...· 0 citations
FedIoMT-RPM v3.0: Lightweight adaptive split federated learning for patient-independent ECG arrhythmia classification This release contains the complete code and final results for the revised manuscript submitted to Scientific Reports. It replaces v2.0. Main changes from v2.0 Patient-independent evaluation. All methods...
Venkatesh Janarthanan· Zenodo (CERN European Organi...· 0 citations
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