Deep Learning, Artificial Intelligence, Heart Sounds, Sound Classification, Murmur.
Modified AlexNet LeNet-5 and AlexNet The above figures show the conventional LeNet-5 and 1-Channel-Path AlexNet. The input layer was adapted to be able to work with the proper image size that matches its corresponding dataset (50×64 for the 1 s sample length dataset, 63×64 for the 1.25 s dataset