Search results

  1. 1.
    0574165 - GFÚ 2024 RIV CH eng J - Journal Article
    Kolář, Petr - Waheed, U. B. - Eisner, L. - Matoušek, P.
    Arrival times by Recurrent Neural Network for induced seismic events from a permanent network.
    Frontiers in Big Data. Roč. 6, August (2023), č. článku 1174478. E-ISSN 2624-909X
    Institutional support: RVO:67985530
    Keywords : Recurrent Neural Network * automatic arrival time detection * location * magnitude * hydraulic fracturing * induced seismicity * traffic light system
    OECD category: Volcanology
    Impact factor: 3.1, year: 2022
    Method of publishing: Open access
    https://www.frontiersin.org/articles/10.3389/fdata.2023.1174478/full
    Permanent Link: https://hdl.handle.net/11104/0344502
    FileDownloadSizeCommentaryVersionAccess
    Kolar2023FrontiersBigData.pdf43 MBPublisher’s postprintopen-access
     
     
  2. 2.
    0557153 - GFÚ 2023 RIV GB eng J - Journal Article
    Kolář, Petr - Petružálek, Matěj
    A two-step algorithm for acoustic emission event discrimination based on recurrent neural networks.
    Computers and Geosciences. Roč. 163, June (2022), č. článku 105119. ISSN 0098-3004. E-ISSN 1873-7803
    R&D Projects: GA ČR(CZ) GA21-26542S
    Institutional support: RVO:67985530 ; RVO:67985831
    Keywords : acoustic emission * event detection and localization * recurrent neural network * automatic seismic event processing
    OECD category: Volcanology; Volcanology (GLU-S)
    Impact factor: 4.4, year: 2022
    Method of publishing: Limited access
    https://www.sciencedirect.com/science/article/pii/S0098300422000772
    Permanent Link: http://hdl.handle.net/11104/0331209
    FileDownloadSizeCommentaryVersionAccess
    Kolar2022ComputersGeosciences.pdf010.6 MBPublisher’s postprintrequire
     
     
  3. 3.
    0536423 - ÚI 2023 RIV NL eng J - Journal Article
    Šíma, Jiří
    Stronger Separation of Analog Neuron Hierarchy by Deterministic Context-Free Languages.
    Neurocomputing. Roč. 493, July 2022 (2022), s. 605-612. ISSN 0925-2312. E-ISSN 1872-8286
    R&D Projects: GA ČR(CZ) GA19-05704S
    Institutional support: RVO:67985807
    Keywords : Recurrent neural network * Analog neuron hierarchy * Deterministic context-free language * Chomsky hierarchy
    OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
    Impact factor: 6, year: 2022
    Method of publishing: Limited access
    http://dx.doi.org/10.1016/j.neucom.2021.12.107
    Permanent Link: http://hdl.handle.net/11104/0314194
     
     
  4. 4.
    0507515 - ÚI 2021 RIV GB eng J - Journal Article
    Šíma, Jiří
    Analog Neuron Hierarchy.
    Neural Networks. Roč. 128, August 2020 (2020), s. 199-215. ISSN 0893-6080. E-ISSN 1879-2782
    R&D Projects: GA ČR(CZ) GA19-05704S
    Institutional support: RVO:67985807
    Keywords : recurrent neural network * analog neuron hierarchy * deterministic context-free language * Turing machine * Chomsky hierarchy
    OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
    Impact factor: 8.050, year: 2020
    Method of publishing: Limited access
    http://dx.doi.org/10.1016/j.neunet.2020.05.006
    Permanent Link: http://hdl.handle.net/11104/0298502
     
     
  5. 5.
    0490203 - ÚI 2020 RIV GB eng J - Journal Article
    Šíma, Jiří
    Subrecursive Neural Networks.
    Neural Networks. Roč. 116, August (2019), s. 208-223. ISSN 0893-6080. E-ISSN 1879-2782
    R&D Projects: GA ČR(CZ) GA19-05704S
    Institutional support: RVO:67985807
    Keywords : recurrent neural network * Chomsky hierarchy * cut language * quasi-periodic number
    OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
    Impact factor: 5.535, year: 2019
    Method of publishing: Limited access
    http://dx.doi.org/10.1016/j.neunet.2019.04.019
    Permanent Link: http://hdl.handle.net/11104/0284481
    FileDownloadSizeCommentaryVersionAccess
    0490203-sub.pdf52 MBAuthor´s preprintopen-access
    0490203-aa.pdf131 MBPublisher’s postprintrequire
     
     
  6. 6.
    0472477 - ÚI 2017 RIV CH eng C - Conference Paper (international conference)
    Šíma, Jiří
    Energy-Time Tradeoff in Recurrent Neural Nets.
    Artificial Neural Networks. Methods and Applications in Bio-/Neuroinformatics. Cham: Springer, 2015 - (Koprinkova-Hristova, P.; Mladenov, V.; Kasabov, N.), s. 51-62. Springer Series in Bio-/Neuroinformatics, 4. ISBN 978-3-319-09902-6. ISSN 2193-9349.
    [ICANN 2013. International Conference on Artificial Neural Networks /23./. Sofia (BG), 10.09.2013-13.09.2013]
    R&D Projects: GA ČR GBP202/12/G061
    Institutional support: RVO:67985807
    Keywords : energy complexity * recurrent neural network * finite automaton * energy-time tradeoff
    Subject RIV: IN - Informatics, Computer Science
    https://link.springer.com/content/pdf/bfm:978-3-319-09903-3/1
    Permanent Link: http://hdl.handle.net/11104/0269779
    FileDownloadSizeCommentaryVersionAccess
    a0472477.pdf2272.2 KBPublisher’s postprintrequire
    0472477.pdf1648.5 KBAuthor´s preprintopen-access
     
     
  7. 7.
    0405186 - UIVT-O 330317 RIV CZ eng J - Journal Article
    Frolov, A. A. - Sirota, A.M. - Húsek, Dušan - Muraviev, I. P.
    Binary Factorization in Hopfield-Like Neural Networks: Single-Step Approximation and Computer Simulations.
    [Binární faktorová analýza pomocí Hopfieldovy neuronové sítě: Jednokroková aproximace a počítačová simulace.]
    Neural Network World. Roč. 14, č. 2 (2004), s. 139-152. ISSN 1210-0552
    R&D Projects: GA ČR GA201/01/1192
    Grant - others:BARRANDE(EU) 99010-2/99053; Intellectual computer Systems(EU) Grant 2.45
    Institutional research plan: CEZ:AV0Z1030915
    Keywords : nonlinear binary factor analysis * feature extraction * recurrent neural network * Single-Step approximation * neurodynamics simulation * attraction basins * Hebbian learning * unsupervised learning * neuroscience * brain function modeling
    Subject RIV: BA - General Mathematics
    Permanent Link: http://hdl.handle.net/11104/0003466
     
     
  8. 8.
    0405156 - UIVT-O 20030193 RIV ES eng C - Conference Paper (international conference)
    Frolov, A. A. - Húsek, Dušan - Muraviev, I. P. - Řezanková, H. - Snášel, Václav - Polyakov, P.Y.
    Features Extraction by Hopfield-Like Neural Network.
    Neural Network Engineering Experiences. Malaga: Dpt. de Ingeneria de Sistemas y Automatica, 2003 - (Fernandez de Canete, J.; Tsaptsinos, D.), s. 383-390. ISBN 84-930984-1-8.
    [EANN'03. International Conference on Engineering Applications of Neural Networks. Malaga (ES), 08.09.2003-10.09.2003]
    R&D Projects: GA AV ČR IAA2030801; GA ČR GA201/01/1192
    Grant - others:BARRANDE(XE) 203-030-2
    Institutional research plan: AV0Z1030915
    Keywords : Boolean factorization * recurrent neural network * single-step approximation
    Subject RIV: BB - Applied Statistics, Operational Research
    Permanent Link: http://hdl.handle.net/11104/0125355
     
     
  9. 9.
    0404885 - UIVT-O 20020227 RIV US eng C - Conference Paper (international conference)
    Frolov, A. - Rachkovskij, D. - Húsek, Dušan
    On Information Characteristics of Sparserly Encoded Binary Auto-Selective Memory.
    Proceedings of the 9th International Conference on Neural Information Processing. Piscataway: IEEE Service Center, 2002 - (Wang, L.; Rajapakse, J.; Fukushima, K.; Lee, S.; Yao, X.), s. 235-238. ISBN 981-04-7524-1.
    [ICONIP'02. Singapore (SG), 18.11.2002-22.11.2002]
    R&D Projects: GA ČR GA201/01/1192; GA ČR GA201/00/1031
    Institutional research plan: AV0Z1030915
    Keywords : neural network * recurrent neural network * Willshaw like neural network * Gibson-Robinson neural network
    Subject RIV: BB - Applied Statistics, Operational Research
    Permanent Link: http://hdl.handle.net/11104/0125110
     
     
  10. 10.
    0403877 - UIVT-O 20000053 CZ eng V - Research Report
    Frolov, A. A. - Húsek, Dušan
    Pattern Matching by Sparsely Encoded Hopfield-Like Associative Memory.
    Prague: ICS AS CR, 1997. 11 s. Technical Report, V-732.
    R&D Projects: GA ČR GA201/97/0885; GA ČR GA201/94/0729
    Institutional research plan: AV0Z1030915
    Keywords : associative memory * pattern matching * recurrent neural network
    Permanent Link: http://hdl.handle.net/11104/0124164
     
     

  This site uses cookies to make them easier to browse. Learn more about how we use cookies.