Do Deep Nets Really Need to be Deep? (NIPS2014 article overview)

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?

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