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A New Link to an Old Model Could Crack the Mystery of Deep Learning – Quanta Magazine

To help them explain the shocking success of deep neural networks, researchers are turning to older but better-understood models…

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In the machine learning world, the sizes of artificial neural networks and their outsize successes are creating conceptual conundrums. When a network named AlexNet won an annual image recognition competition in 2012, it had about 60 million parameters….

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