Unsupervised Heart-rate Estimation in Wearables With Liquid States and A Probabilistic Readout

Anup Das, Paruthi Pradhapan, Willemijn Groenendaal +7

Heart-rate estimation is a fundamental feature of modern wearable devices. In this paper we propose a machine intelligent approach for heart-rate estimation from electrocardiogram…