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ORCIDJirí Síma
Person information
- affiliation: Institute of Computer Science, Czech Academy of Sciences, Prague, Czech Republic
- unicode name: Jiří Šíma
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2020 – today
- 2024
[j22]Jirí Síma, Petra Vidnerová, Vojtech Mrazek:
Energy Complexity of Convolutional Neural Networks. Neural Comput. 36(8): 1601-1625 (2024)- [j21]Jirí Síma, Jérémie Cabessa
, Petra Vidnerová:
On energy complexity of fully-connected layers. Neural Networks 178: 106419 (2024) - 2023
- [c29]Jirí Síma, Petra Vidnerová, Vojtech Mrazek:
Energy Complexity Model for Convolutional Neural Networks. ICANN (10) 2023: 186-198 - [c28]Jirí Síma, Jérémie Cabessa:
Energy Complexity of Fully-Connected Layers. IWANN (1) 2023: 3-15 - 2022
- [j20]Jirí Síma:
Stronger separation of analog neuron hierarchy by deterministic context-free languages. Neurocomputing 493: 605-612 (2022) - 2021
- [j19]Jirí Síma, Stanislav Zák:
A Polynomial-Time Construction of a Hitting Set for Read-Once Branching Programs of Width 3. Fundam. Informaticae 184(4): 307-354 (2021) - [c27]Martin Plátek, Frantisek Mráz, Dana Pardubská, Daniel Prusa, Jirí Síma:
On Separations of LR(0)-Grammars by Two Types of Pumping Patterns. ITAT 2021: 140-146 - [c26]Petr Jancar, Jirí Síma:
The Simplest Non-Regular Deterministic Context-Free Language. MFCS 2021: 63:1-63:18 - [i5]Jirí Síma, Stanislav Zák:
A polynomial time construction of a hitting set for read-once branching programs of width 3. CoRR abs/2101.01151 (2021) - [i4]Jirí Síma:
Stronger Separation of Analog Neuron Hierarchy by Deterministic Context-Free Languages. CoRR abs/2102.01633 (2021) - [i3]Petr Jancar, Jirí Síma:
Simplest Non-Regular Deterministic Context-Free Language. CoRR abs/2102.10416 (2021) - 2020
- [j18]Jirí Síma:
Analog neuron hierarchy. Neural Networks 128: 199-215 (2020) - [c25]Frantisek Mráz, Dana Pardubská, Martin Plátek, Jirí Síma:
Pumping Deterministic Monotone Restarting Automata and DCFL. ITAT 2020: 51-58
2010 – 2019
- 2019
- [j17]Jirí Síma:
Subrecursive neural networks. Neural Networks 116: 208-223 (2019) - [c24]Jirí Síma:
Counting with Analog Neurons. ICANN (1) 2019: 389-400 - [c23]Jérémie Cabessa, Jirí Síma:
Robust Optimal-Size Implementation of Finite State Automata with Synfire Ring-Based Neural Networks. ICANN (1) 2019: 806-818 - [c22]Jirí Síma, Martin Plátek:
One Analog Neuron Cannot Recognize Deterministic Context-Free Languages. ICONIP (3) 2019: 77-89 - 2018
- [j16]Jirí Síma, Petr Savický:
Quasi-periodic β-expansions and cut languages. Theor. Comput. Sci. 720: 1-23 (2018) - [c21]Jirí Síma:
Three Analog Neurons Are Turing Universal. TPNC 2018: 460-472 - 2017
- [j15]Jirí Síma, Stanislav Zák:
On Tight Separation for Blum Measures Applied to Turing Machine Buffer Complexity. Fundam. Informaticae 152(4): 397-409 (2017) - [c20]Jirí Síma:
Neural networks between integer and rational weights. IJCNN 2017: 154-161 - [c19]Jirí Síma, Petr Savický:
Cut Languages in Rational Bases. LATA 2017: 311-322 - 2014
- [j14]Jirí Síma:
Energy Complexity of Recurrent Neural Networks. Neural Comput. 26(5): 953-973 (2014) - [c18]Jirí Síma:
The Power of Extra Analog Neuron. TPNC 2014: 243-254 - 2013
- [c17]Jirí Síma:
A Low-Energy Implementation of Finite Automata by Optimal-Size Neural Nets. ICANN 2013: 114-121 - [c16]Stanislav Zák, Jirí Síma:
A Turing Machine Distance Hierarchy. LATA 2013: 570-578 - 2012
- [c15]Jirí Síma, Stanislav Zák:
A Sufficient Condition for Sets Hitting the Class of Read-Once Branching Programs of Width 3 - (Extended Abstract). SOFSEM 2012: 406-418 - 2011
- [c14]Jirí Síma, Stanislav Zák:
Almost k-Wise Independent Sets Establish Hitting Sets for Width-3 1-Branching Programs. CSR 2011: 120-133 - 2010
- [i2]Jirí Síma, Stanislav Zák:
A Polynomial Time Construction of a Hitting Set for Read-Once Branching Programs of Width 3. Electron. Colloquium Comput. Complex. TR10 (2010)
2000 – 2009
- 2009
- [j13]Jirí Síma, Radim Lnenicka:
Sequential Triangle Strip Generator Based on Hopfield Networks. Neural Comput. 21(2): 583-617 (2009) - 2008
- [c13]Jirí Síma:
Gradient Learning in Networks of Smoothly Spiking Neurons. ICONIP (2) 2008: 179-186 - 2007
- [c12]Jirí Síma, Stanislav Zák:
A Polynomial Time Constructible Hitting Set for Restricted 1-Branching Programs of Width 3. SOFSEM (1) 2007: 522-531 - 2006
- [c11]Jirí Síma, Satu Elisa Schaeffer:
On the NP-Completeness of Some Graph Cluster Measures. SOFSEM 2006: 530-537 - 2005
- [j12]Jirí Síma, Jirí Sgall:
On the Nonlearnability of a Single Spiking Neuron. Neural Comput. 17(12): 2635-2647 (2005) - [c10]Jirí Síma:
Optimal Triangle Stripifications as Minimum Energy States in Hopfield Nets. ICANN (1) 2005: 199-204 - [i1]Jirí Síma, Satu Elisa Schaeffer:
On the NP-Completeness of Some Graph Cluster Measures. CoRR abs/cs/0506100 (2005) - 2004
- [j11]Michal Sorel, Jirí Síma:
Robust RBF finite automata. Neurocomputing 62: 93-110 (2004) - 2003
- [j10]Jirí Síma, Pekka Orponen:
Continuous-Time Symmetric Hopfield Nets Are Computationally Universal. Neural Comput. 15(3): 693-733 (2003) - [j9]Jirí Síma, Pekka Orponen:
General-Purpose Computation with Neural Networks: A Survey of Complexity Theoretic Results. Neural Comput. 15(12): 2727-2778 (2003) - [j8]Jirí Síma, Pekka Orponen:
Exponential transients in continuous-time Liapunov systems. Theor. Comput. Sci. 306(1-3): 353-372 (2003) - [c9]Jirí Síma:
On the Complexity of Training a Single Perceptron with Programmable Synaptic Delays. ALT 2003: 221-233 - 2002
- [j7]Jirí Síma:
Training a Single Sigmoidal Neuron Is Hard. Neural Comput. 14(11): 2709-2728 (2002) - 2001
- [j6]Jirí Síma, Pekka Orponen, Teemu Antti-Poika:
On the Computational Complexity of Binary and Analog Symmetric Hopfield Nets. Neural Comput. 12(12): 2965-2989 (2001) - [c8]Jirí Síma:
Minimizing the Quadratic Training Error of a Sigmoid Neuron Is Hard. ALT 2001: 92-105 - [c7]Jirí Síma, Pekka Orponen:
Exponential Transients in Continuous-Time Symmetric Hopfield Nets. ICANN 2001: 806-813 - [c6]Jirí Síma, Pekka Orponen:
Computing with continuous-time Liapunov systems. STOC 2001: 722-731 - 2000
- [c5]Michal Sorel, Jirí Síma:
Robust Implementaion of Finite Automata by Recurrent RBF Networks. SOFSEM 2000: 431-439
1990 – 1999
- 1999
- [j5]Jirí Síma:
Table Rounding Problem. Comput. Artif. Intell. 18(2): 175-189 (1999) - [c4]Jirí Síma, Pekka Orponen, Teemu Antti-Poika:
Some Afterthoughts on Hopfield Networks. SOFSEM 1999: 459-469 - 1998
- [j4]Jirí Síma, Jirí Wiedermann:
Theory of Neuromata. J. ACM 45(1): 155-178 (1998) - 1996
- [j3]Jirí Síma:
Back-propagation is not Efficient. Neural Networks 9(6): 1017-1023 (1996) - [c3]Jirí Síma:
Aunt's Problem: Table Rounding. SOFSEM 1996: 441-450 - 1995
- [j2]Jirí Síma:
Neural expert systems. Neural Networks 8(2): 261-271 (1995) - [c2]Jirí Síma, Jirí Wiedermann:
Neural Language Acceptors. Developments in Language Theory 1995: 430-439 - [c1]Jirí Síma:
Hopfield Languages. SOFSEM 1995: 461-468 - 1994
- [j1]Jirí Síma:
Loading Deep Networks Is Hard. Neural Comput. 6(5): 842-850 (1994)
Coauthor Index
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