S. Sahoo

FPGA-Based Edge Enabled Time-Frequency Domain Lightweight Deep Neural Network for Identification of Valvular Heart Diseases Using PCG Signals

Early and automated identification of valvular heart diseases (VHDs) using phonocardiogram (PCG) signals provides a cost-effective solution for developing intelligent healthcare applications. In this letter, a lightweight deep convolutional neural network, LWHSNet, implemented on a field programmable gate array (FPGA)-...