Topic: Differentiable Computing

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  1. Hybrid computing using a neural network with dynamic external memory

    Paper • Oct 12, 2016 • Nature • Alex Graves, Greg Wayne, Malcolm Reynolds, Tim Harley, Ivo Danihelka, Agnieszka Grabska-Barwińska, Sergio Gómez Colmenarejo, Edward Grefenstette, Tiago Ramalho, John Agapiou, Adrià Puigdomènech Badia, Karl Moritz Hermann, Yori Zwols, Georg Ostrovski, Adam Cain, Helen King, Christopher Summerfield, Phil Blunsom, Koray Kavukcuoglu, Demis Hassabis

    Artificial neural networks excel at sensory processing and pattern recognition but struggle with the systematic and reliable execution of algorithmic tasks. We introduce the Differentiable Neural C...

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