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Indian Strategic Studies: NEW THEORY CRACKS OPEN THE BLACK BOX OF DEEP NEURAL NETWORKS

Indian Strategic Studies

NEW THEORY CRACKS OPEN THE BLACK BOX OF DEEP NEURAL NETWORKS Oct 10th 2017, 18:35, by noreply@blogger.com (Maj Gen P K Mallick, VSM(Retd)) Source Link EVEN AS MACHINES known as "deep neural networks" have learned to converse, drive cars, beat video games and Go champions, dream, paint pictures and help make scientific discoveries, they have also confounded their human creators, who never expected so-called "deep-learning" algorithms to work so well. No underlying principle has guided the design of these learning systems, other than vague inspiration drawn from the architecture of the brain (and no one really understands how that operates either).

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