Dataflow Matrix Machines as a Model of Computations with Linear Streams

May 03, 2017 ยท Declared Dead ยท ๐Ÿ› arXiv.org

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Authors Michael Bukatin, Jon Anthony arXiv ID 1706.00648 Category cs.NE: Neural & Evolutionary Cross-listed cs.LG, cs.PL Citations 1 Venue arXiv.org Last Checked 4 months ago
Abstract
We overview dataflow matrix machines as a Turing complete generalization of recurrent neural networks and as a programming platform. We describe vector space of finite prefix trees with numerical leaves which allows us to combine expressive power of dataflow matrix machines with simplicity of traditional recurrent neural networks.
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