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Deep Learning’s Diminishing Returns

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Even his inaugural paper was forced to acknowledge the voracious appetite of neural networks for computational power, bemoaning that "as the number of connections in the network increases.the burden on a conventional digital computer soon becomes excessive.". But Rosenblatt's ambitions outpaced the capabilities of his era—and he knew it.

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IEEE Celebrates Engineering Brilliance

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ALLEN MEDAL Sponsor: IBM DAVID KUCK University of Illinois Urbana-Champaign “For pioneering work in vector and parallel computer architecture, software, and compilers that enables many performance-sensitive applications.” VAIDYANATHAN Caltech “For contributions to theory and practice of statistical, graph, and distributed signal processing.”

Engine 86
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Subspace Rebuilt the Internet for Real-Time Applications

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The online transformation occasioned by the current pandemic can be seen in a single statistic. More than 20 percent of Internet-connected devices experienced performance issues at any given time, and 80 percent had major disruptions several times a day.

Connect 101