Search results
- 1.0536423 - 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 - 2.0507515 - 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 - 3.0505945 - ÚI 2020 RIV DE eng C - Conference Paper (international conference)
Šíma, Jiří - Plátek, Martin
One Analog Neuron Cannot Recognize Deterministic Context-Free Languages.
Neural Information Processing. Proceedings, Part III. Heidelberg: Springer, 2019 - (Gedeon, T.; Wong, K.; Lee, M.), s. 77-89. Lecture Notes on Computer Science, 11955. ISBN 978-3-030-36717-6.
[ICONIP 2019. International Conference on Neural Information Processing of the Asia-Pacific Neural Network /26./. Sydney (AU), 12.12.2019-15.12.2019]
R&D Projects: GA ČR(CZ) GA19-05704S
Institutional support: RVO:67985807
Keywords : Neural computing * Analog neuron hierarchy * Deterministic context-free language * Restart automaton * Chomsky hierarchy
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
https://www.springer.com/gp/book/9783030367176
Permanent Link: http://hdl.handle.net/11104/0297270File Download Size Commentary Version Access 0505945-afin.pdf 10 326.5 KB Publisher’s postprint require