Nikita Saprinskiy

Systematic evaluation of structural scaling in classical and hybrid quantum neural networks for electrocardiography

Abstract This research presents a comparative study of classical and hybrid quantum-classical models applied to an Electrocardiogram (ECG) heartbeat classification task. The investigation analyzes (Q)LSTM and (Q)CNN architectures across three distinct structural scales: Small, Me...