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      "statement": "# CNTK: computational-network graph specification and execution\n\nProvided a computational-network abstraction and CPU/GPU toolkit for expressing neural model graphs, with forward/gradient computation and reusable model/network descriptions.\n\n## Scientific scope\n\nThe family combines the 2014 computational-network introduction with a separately authored 2016 toolkit account. Later details are not backdated. Computational graphs, automatic differentiation and existing model types are inherited; arbitrary-topology descriptions do not guarantee that cyclic programs converge or execute unchanged.\n\n## Reading status\n\nThis is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.\n\n## People and systems\n\nDong Yu; Adam Eversole; Michael L. Seltzer; Kaisheng Yao; Brian Guenter; Oleksii Kuchaiev; Frank Seide; Huaming Wang; Jasha Droppo; Zhiheng Huang; Geoff Zweig; Chris Rossbach; Jon Currey; Amit Agarwal; Eldar Akchurin; Chris Basoglu; Guoguo Chen; Scott Cyphers; Mark Hillebrand; Xuedong Huang; Vladimir Ivanov; Alexey Kamenev; Philipp Kranen; Wolfgang Manousek; Avner May; Bhaskar Mitra; Olivier Nano; Gaizka Navarro; Alexey Orlov; Marko Padmilac; Hari Parthasarathi; Baolin Peng; Alexey Reznichenko; Malcolm Slaney; Andreas Stolcke; Yu Zhang; Geoffrey Zweig\n\nSource-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.\n\n\n\n## Original sources\n\n- [An introduction to computational networks and the computational network toolkit (invited talk)](https://www.isca-archive.org/interspeech_2014/yu14d_interspeech.html)\n- [An Introduction to Computational Networks and the Computational Network Toolkit —17February2016draft](https://bhaskar-mitra.github.io/files/CNTKBook-20160217.pdf)\n- [Microsoft Research: CNTK report index and linked revision](https://www.microsoft.com/en-us/research/publication/an-introduction-to-computational-networks-and-the-computational-network-toolkit/)\n",
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