Search results
- 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/11104/0344502File Download Size Commentary Version Access Kolar2023FrontiersBigData.pdf 4 3 MB Publisher’s postprint open-access - 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/11104/0331209File Download Size Commentary Version Access Kolar2022ComputersGeosciences.pdf 0 10.6 MB Publisher’s postprint require - 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 - 4.0507515 - 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 - 5.0490203 - 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/11104/0284481File Download Size Commentary Version Access 0490203-sub.pdf 5 2 MB Author´s preprint open-access 0490203-aa.pdf 13 1 MB Publisher’s postprint require - 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/11104/0269779File Download Size Commentary Version Access a0472477.pdf 2 272.2 KB Publisher’s postprint require 0472477.pdf 1 648.5 KB Author´s preprint open-access - 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 - 8.0405156 - 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 - 9.0404885 - 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 - 10.0403877 - 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