Deepest Neural Networks

July 09, 2017 ยท Declared Dead ยท ๐Ÿ› arXiv.org

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Authors Raul Rojas arXiv ID 1707.02617 Category cs.NE: Neural & Evolutionary Cross-listed cs.LG Citations 4 Venue arXiv.org Last Checked 4 months ago
Abstract
This paper shows that a long chain of perceptrons (that is, a multilayer perceptron, or MLP, with many hidden layers of width one) can be a universal classifier. The classification procedure is not necessarily computationally efficient, but the technique throws some light on the kind of computations possible with narrow and deep MLPs.
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