Following resources explain the overview of Neural Networks and aided me enough to get recorded here for future references.
Deep Learning in Neural Networks: An Overview – http://arxiv.org/pdf/1404.7828v4.pdf
Neural Network zoo – http://www.asimovinstitute.org/neural-network-zoo/
Multiple links here – https://sites.google.com/site/nnb2tf/home
This post will be updated with more links on a continuous basis.