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- 1.0573373 - ÚI 2024 RIV CH eng C - Conference Paper (international conference)
Šíma, Jiří - Vidnerová, Petra - Mrázek, V.
Energy Complexity Model for Convolutional Neural Networks.
Artificial Neural Networks and Machine Learning – ICANN 2023. Proceedings, Part X. Cham: Springer, 2023 - (Iliadis, L.; Papaleonidas, A.; Angelov, P.; Jayne, C.), s. 186-198. Lecture Notes in Computer Science, 14263. ISBN 978-3-031-44203-2. ISSN 0302-9743.
[ICANN 2023: International Conference on Artificial Neural Networks /32./. Heraklion (GR), 26.09.2023-29.09.2023]
R&D Projects: GA ČR(CZ) GA22-02067S
Institutional support: RVO:67985807
Keywords : Convolutional neural networks * Energy complexity * Dataflow
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
https://dx.doi.org/10.1007/978-3-031-44204-9_16
Permanent Link: https://hdl.handle.net/11104/0343835 - 2.0573359 - ÚI 2024 RIV CH eng C - Conference Paper (international conference)
Šíma, Jiří - Cabessa, Jérémie
Energy Complexity of Fully-Connected Layers.
Advances in Computational Intelligence. IWANN 2023 Proceedings, Part I. Cham: Springer, 2023 - (Rojas, I.; Joya, G.; Catala, A.), s. 3-15. Lecture Notes in Computer Science, 14134. ISBN 978-3-031-43084-8. ISSN 0302-9743.
[IWANN 2023: International Work-Conference on Artificial Neural Networks /17./. Ponta Delgada (PT), 19.06.2023-21.06.2023]
R&D Projects: GA ČR(CZ) GA22-02067S
Institutional support: RVO:67985807
Keywords : Convolutional neural networks * Energy complexity * Dataflow
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
https://dx.doi.org/10.1007/978-3-031-43085-5_1
Permanent Link: https://hdl.handle.net/11104/0343823 - 3.0546279 - ÚI 2022 RIV DE eng C - Conference Paper (international conference)
Plátek, M. - Mráz, F. - Pardubská, D. - Průša, D. - Šíma, Jiří
On Separations of LR(0)-Grammars by Two Types of Pumping Patterns.
Proceedings of the 21st Conference Information Technologies – Applications and Theory (ITAT 2021). Aachen: Technical University & CreateSpace Independent Publishing, 2021 - (Brejová, B.; Ciencialová, L.; Holeňa, M.; Mráz, F.; Pardubská, D.; Plátek, M.; Vinař, T.), s. 140-146. ISSN 1613-0073.
[ITAT 2021: Information Technologies - Applications and Theory /21./. Heľpa (SK), 24.09.2021-28.09.2021]
R&D Projects: GA ČR(CZ) GA19-05704S
Institutional support: RVO:67985807
Keywords : deterministic context-free language * restarting automaton * pumping
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
http://ceur-ws.org/Vol-2962/paper05.pdf
Permanent Link: http://hdl.handle.net/11104/0322818File Download Size Commentary Version Access 0546279-aoa.pdf 3 174.8 KB OA CC BY 4.0 Publisher’s postprint open-access - 4.0543570 - ÚI 2022 RIV DE eng C - Conference Paper (international conference)
Jančar, P. - Šíma, Jiří
The Simplest Non-Regular Deterministic Context-Free Language.
46th International Symposium on Mathematical Foundations of Computer Science (MFCS 2021). Dagstuhl: Dagstuhl Publishing, 2021 - (Bonchi, F.; Puglisi, S.), č. článku 63. LIPIcs - Leibniz International Proceedings in Informatics, 202. ISSN 1868-8969.
[MFCS 2021: International Symposium on Mathematical Foundations of Computer Science /46./. Tallinn (EE), 23.08.2021-27.08.2021]
R&D Projects: GA ČR(CZ) GA19-05704S
Institutional support: RVO:67985807
Keywords : deterministic context-free language * truth-table reduction * Mealy automaton * pushdown automaton
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Permanent Link: http://hdl.handle.net/11104/0320756File Download Size Commentary Version Access 0543570-aoa.pdf 9 1 MB OA CC BY 4.0 Publisher’s postprint open-access - 5.0533617 - ÚI 2021 RIV DE eng C - Conference Paper (international conference)
Mráz, F. - Pardubská, D. - Plátek, Martin - Šíma, Jiří
Pumping Deterministic Monotone Restarting Automata and DCFL.
Proceedings of the 20th Conference Information Technologies - Applications and Theory. Aachen: Technical University & CreateSpace Independent Publishing, 2020 - (Holeňa, M.; Horváth, T.; Kelemenová, A.; Mráz, F.; Pardubská, D.; Plátek, M.; Sosík, P.), s. 51-58. CEUR Workshop Proceedings, 2718. ISSN 1613-0073.
[ITAT 2020: Information Technologies - Applications and Theory /20./. Oravská Lesná (SK), 18.09.2020-22.09.2020]
R&D Projects: GA ČR(CZ) GA19-05704S
Institutional support: RVO:67985807
Keywords : deterministic context-free language * restarting automaton * pumping
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
http://ceur-ws.org/Vol-2718/paper13.pdf
Permanent Link: http://hdl.handle.net/11104/0311953File Download Size Commentary Version Access 0533617-a.pdf 1 199.6 KB OA CC BY 4.0 Publisher’s postprint open-access - 6.0505945 - 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 - 7.0503688 - ÚI 2020 RIV CH eng C - Conference Paper (international conference)
Cabessa, Jérémie - Šíma, Jiří
Robust Optimal-Size Implementation of Finite State Automata with Synfire Ring-Based Neural Networks.
Artificial Neural Networks and Machine Learning – ICANN 2019: Theoretical Neural Computation. Proceedings, Part I. Cham: Springer, 2019 - (Tetko, I.; Kůrková, V.; Karpov, P.; Theis, F.), s. 806-818. Lecture Notes in Computer Science, 11727. ISBN 978-3-030-30486-7. ISSN 0302-9743.
[ICANN 2019. International Conference on Artificial Neural Networks /28./. Munich (DE), 17.09.2019-19.09.2019]
R&D Projects: GA ČR(CZ) GA19-05704S
Institutional support: RVO:67985807
Keywords : Recurrent neural networks * Threshold circuits * Finite state automata * Synfire rings
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Permanent Link: http://hdl.handle.net/11104/0295498File Download Size Commentary Version Access 0503688-acc.pdf 4 2.3 MB Publisher’s postprint require 0503688-sub.pdf 2 604.7 KB Author´s preprint require - 8.0502583 - ÚI 2020 RIV CH eng C - Conference Paper (international conference)
Šíma, Jiří
Counting with Analog Neurons.
Artificial Neural Networks and Machine Learning – ICANN 2019: Theoretical Neural Computation. Proceedings, Part I. Cham: Springer, 2019 - (Tetko, I.; Kůrková, V.; Karpov, P.; Theis, F.), s. 389-400. Lecture Notes in Computer Science, 11727. ISBN 978-3-030-30486-7. ISSN 0302-9743.
[ICANN 2019. International Conference on Artificial Neural Networks /28./. Munich (DE), 17.09.2019-19.09.2019]
R&D Projects: GA ČR(CZ) GA19-05704S
Institutional support: RVO:67985807
Keywords : Neural computing * Analog state * Deterministic pushdown automaton * 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)
Permanent Link: http://hdl.handle.net/11104/0294486File Download Size Commentary Version Access 0502583-sub.pdf 4 316.6 KB Verze submit Author´s preprint require - 9.0490784 - ÚI 2019 RIV CH eng C - Conference Paper (international conference)
Šíma, Jiří
Three Analog Neurons Are Turing Universal.
Theory and Practice of Natural Computing. Cham: Springer, 2018 - (Fagan, D.; Martín-Vide, C.; O'Neill, M.; Vega-Rodríguez, M.), s. 460-472. Lecture Notes in Computer Science, 11324. ISBN 978-3-030-04069-7. ISSN 0302-9743.
[TPNC 2018. International Conference on the Theory and Practice of Natural Computing /7./. Dublin (IE), 12.12.2018-14.12.2018]
R&D Projects: GA ČR GBP202/12/G061
Institutional support: RVO:67985807
Keywords : analog neural network * Turing machine * Chomsky hierarchy
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Permanent Link: http://hdl.handle.net/11104/0284924 - 10.0486446 - ÚI 2018 RIV CZ eng C - Conference Paper (international conference)
Šíma, Jiří
The Computational Power of Neural Networks and Representations of Numbers in Non-Integer Bases.
Mendel 2017. Brno: University of Technology, 2017, s. 103-110. Mendel Journal Series, 23. ISSN 1803-3814.
[MENDEL 2017. International Conference on Soft Computing /23./. Brno (CZ), 20.06.2017-22.06.2017]
R&D Projects: GA ČR GBP202/12/G061
Institutional support: RVO:67985807
Keywords : neural network * Chomsky hierarchy * beta-expansion * cut language
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
http://www.mendel-conference.org/?link=invited17
Permanent Link: http://hdl.handle.net/11104/0281255File Download Size Commentary Version Access 0486446.pdf 1 713 KB Author´s preprint open-access a0486446.pdf 2 12.7 MB Publisher’s postprint require 0486446 invited.pdf 9 605.5 KB Other open-access