NIPS2014 Article Overview: Do Deep Nets Really Need to be Deep?

Year 2014 passed under the huge Deep Learning sign. At the last seminar of computational neuroscience I've presented a very recent article, which looks into the question of whether deepness in a requirements for approximating a function, or, under the right condition, shallow nets are capable of performing equally well?