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  1. 1.
    0493926 - ÚI 2019 RIV DE eng C - Conference Paper (international conference)
    Kůrková, Věra - Sanguineti, M.
    Probabilistic Bounds on Complexity of Networks Computing Binary Classification Tasks.
    ITAT 2018: Information Technologies – Applications and Theory. Proceedings of the 18th conference ITAT 2018. Aachen: Technical University & CreateSpace Independent Publishing Platform, 2018 - (Krajči, S.), s. 86-91. CEUR Workshop Proceedings, V-2203. ISSN 1613-0073.
    [ITAT 2018. Conference on Information Technologies – Applications and Theory /18./. Plejsy (SK), 21.09.2018-25.09.2018]
    R&D Projects: GA ČR(CZ) GA18-23827S
    Institutional support: RVO:67985807
    Keywords : feedforward networks * binary classification * measures of sparsity * probabilistic bounds * dictionaries of computational units
    OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
    http://ceur-ws.org/Vol-2203/86.pdf
    Permanent Link: http://hdl.handle.net/11104/0287193
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    a0493926.pdf5627.8 KBPublisher’s postprintrequire
     
     
  2. 2.
    0485611 - ÚI 2020 RIV US eng J - Journal Article
    Kůrková, Věra - Sanguineti, M.
    Classification by Sparse Neural Networks.
    IEEE Transactions on Neural Networks and Learning Systems. Roč. 30, č. 9 (2019), s. 2746-2754. ISSN 2162-237X. E-ISSN 2162-2388
    R&D Projects: GA ČR GA15-18108S; GA ČR(CZ) GA18-23827S
    Institutional support: RVO:67985807
    Keywords : Binary classification * Chernoff–Hoeffding bound * dictionaries of computational units * feedforward networks * measures of sparsity
    OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
    Impact factor: 8.793, year: 2019
    Method of publishing: Limited access
    http://dx.doi.org/10.1109/TNNLS.2018.2888517
    Permanent Link: http://hdl.handle.net/11104/0280566
    FileDownloadSizeCommentaryVersionAccess
    0485611-a.pdf18458.9 KBPublisher’s postprintrequire
     
     


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