Feature values from deep neural network

I'm working on feature extraction from finger vein image. I have craeted the required network. But i don't get the clear idea about how to obtain the feature values separately. Because i have to fuse the feature values obtained from the Deep neural network. I am doing my work using Deep neural network app in matlab. Kindly help me to extract the feature vector.