Before revision:  Here we describe a new implementation of deep learning which entirely avoids the computationally costly image processing and feature extraction pipeline .
After revision:  Here we describe a new implementation of deep learning which entirely avoids the computationally costly image processing and feature extraction steps by a convolutional neural network that directly operates on the measured signals .