BigDataFr recommends: Beyond Deep Learning – 3rd Generation Neural Nets

[…] “By far the fastest expanding frontier of data science is AI and specifically the rapid advances in Deep Learning.  Advances in Deep Learning have been dependent on artificial neural nets and especially Convolutional Neural Nets (CNNs).  In fact our use of the word “deep” in Deep Learning refers to the fact that CNNs have large numbers of hidden layers.  Microsoft recently won the annual ImageNet competition with a CNN comprised of 152 layers.  Compare that with the 2, 3, or 4 hidden layers that are still typical when we use ordinary back-prop NNs for traditional predictive analytic problems. […]

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By William Vorrhies
Source: datasciencecentral.com