Jirí Síma

59 papers A* 1B 10C 5Misc 1Journal 27Unranked 15
YearRankTypeTitle / Venue / Authors
2025 — conf
Cross-Entropy Loss of Approximated Deep Neural Networks.
ICONIP (1)
Jirí Síma, Petra Vidnerová
2025 — conf
The Power of Max Pooling Layer.
ICANN (1)
Jirí Síma, Jérémie Cabessa
2025 — conf
Weight-Rounding Error in Deep Neural Networks.
ECML/PKDD (4)
Jirí Síma, Petra Vidnerová
2024 J jnl
Energy Complexity of Convolutional Neural Networks.
Neural Comput.
Jirí Síma, Petra Vidnerová, Vojtech Mrazek
2024 J jnl
On energy complexity of fully-connected layers.
Neural Networks
Jirí Síma, Jérémie Cabessa, Petra Vidnerová
2023 — conf
Energy Complexity Model for Convolutional Neural Networks.
ICANN (10)
Jirí Síma, Petra Vidnerová, Vojtech Mrazek
2023 — conf
Energy Complexity of Fully-Connected Layers.
IWANN (1)
Jirí Síma, Jérémie Cabessa
2022 J jnl
Stronger separation of analog neuron hierarchy by deterministic context-free languages.
Neurocomputing
Jirí Síma
2021 J jnl
A Polynomial-Time Construction of a Hitting Set for Read-Once Branching Programs of Width 3.
Fundam. Informaticae
Jirí Síma, Stanislav Zák
2021 J jnl
A polynomial time construction of a hitting set for read-once branching programs of width 3.
CoRR
Jirí Síma, Stanislav Zák
2021 — conf
On Separations of LR(0)-Grammars by Two Types of Pumping Patterns.
ITAT
Martin Plátek, Frantisek Mráz, Dana Pardubská, Daniel Prusa, Jirí Síma
2021 J jnl
Simplest Non-Regular Deterministic Context-Free Language.
CoRR
Petr Jancar, Jirí Síma
2021 J jnl
Stronger Separation of Analog Neuron Hierarchy by Deterministic Context-Free Languages.
CoRR
Jirí Síma
2021 B conf
The Simplest Non-Regular Deterministic Context-Free Language.
MFCS
Petr Jancar, Jirí Síma
2020 J jnl
Analog neuron hierarchy.
Neural Networks
Jirí Síma
2020 — conf
Pumping Deterministic Monotone Restarting Automata and DCFL.
ITAT
Frantisek Mráz, Dana Pardubská, Martin Plátek, Jirí Síma
2019 — conf
Counting with Analog Neurons.
ICANN (1)
Jirí Síma
2019 — conf
One Analog Neuron Cannot Recognize Deterministic Context-Free Languages.
ICONIP (3)
Jirí Síma, Martin Plátek
2019 — conf
Robust Optimal-Size Implementation of Finite State Automata with Synfire Ring-Based Neural Networks.
ICANN (1)
Jérémie Cabessa, Jirí Síma
2019 J jnl
Subrecursive neural networks.
Neural Networks
Jirí Síma
2018 J jnl
Quasi-periodic
Theor. Comput. Sci.
Jirí Síma, Petr Savický
2018 — conf
Three Analog Neurons Are Turing Universal.
TPNC
Jirí Síma
2017 C conf
Cut Languages in Rational Bases.
LATA
Jirí Síma, Petr Savický
2017 B conf
Neural networks between integer and rational weights.
IJCNN
Jirí Síma
2017 J jnl
On Tight Separation for Blum Measures Applied to Turing Machine Buffer Complexity.
Fundam. Informaticae
Jirí Síma, Stanislav Zák
2014 J jnl
Energy Complexity of Recurrent Neural Networks.
Neural Comput.
Jirí Síma
2014 — conf
The Power of Extra Analog Neuron.
TPNC
Jirí Síma
2013 C conf
A Low-Energy Implementation of Finite Automata by Optimal-Size Neural Nets.
ICANN
Jirí Síma
2013 C conf
A Turing Machine Distance Hierarchy.
LATA
Stanislav Zák, Jirí Síma
2012 B conf
A Sufficient Condition for Sets Hitting the Class of Read-Once Branching Programs of Width 3 - (Extended Abstract).
SOFSEM
Jirí Síma, Stanislav Zák
2011 Misc conf
Almost
CSR
Jirí Síma, Stanislav Zák
2010 J jnl
A Polynomial Time Construction of a Hitting Set for Read-Once Branching Programs of Width 3.
Electron. Colloquium Comput. Complex.
Jirí Síma, Stanislav Zák
2009 J jnl
Sequential Triangle Strip Generator Based on Hopfield Networks.
Neural Comput.
Jirí Síma, Radim Lnenicka
2008 — conf
Gradient Learning in Networks of Smoothly Spiking Neurons.
ICONIP (2)
Jirí Síma
2007 — conf
A Polynomial Time Constructible Hitting Set for Restricted 1-Branching Programs of Width 3.
SOFSEM (1)
Jirí Síma, Stanislav Zák
2006 B conf
On the NP-Completeness of Some Graph Cluster Measures.
SOFSEM
Jirí Síma, Satu Elisa Schaeffer
2005 J jnl
On the NP-Completeness of Some Graph Cluster Measures
CoRR
Jirí Síma, Satu Elisa Schaeffer
2005 J jnl
On the Nonlearnability of a Single Spiking Neuron.
Neural Comput.
Jirí Síma, Jirí Sgall
2005 — conf
Optimal Triangle Stripifications as Minimum Energy States in Hopfield Nets.
ICANN (1)
Jirí Síma
2004 J jnl
Robust RBF finite automata.
Neurocomputing
Michal Sorel, Jirí Síma
2003 J jnl
Continuous-Time Symmetric Hopfield Nets Are Computationally Universal.
Neural Comput.
Jirí Síma, Pekka Orponen
2003 J jnl
Exponential transients in continuous-time Liapunov systems.
Theor. Comput. Sci.
Jirí Síma, Pekka Orponen
2003 J jnl
General-Purpose Computation with Neural Networks: A Survey of Complexity Theoretic Results.
Neural Comput.
Jirí Síma, Pekka Orponen
2003 B conf
On the Complexity of Training a Single Perceptron with Programmable Synaptic Delays.
ALT
Jirí Síma
2002 J jnl
Training a Single Sigmoidal Neuron Is Hard.
Neural Comput.
Jirí Síma
2001 A* conf
Computing with continuous-time Liapunov systems.
STOC
Jirí Síma, Pekka Orponen
2001 C conf
Exponential Transients in Continuous-Time Symmetric Hopfield Nets.
ICANN
Jirí Síma, Pekka Orponen
2001 B conf
Minimizing the Quadratic Training Error of a Sigmoid Neuron Is Hard.
ALT
Jirí Síma
2001 J jnl
On the Computational Complexity of Binary and Analog Symmetric Hopfield Nets.
Neural Comput.
Jirí Síma, Pekka Orponen, Teemu Antti-Poika
2000 B conf
Robust Implementaion of Finite Automata by Recurrent RBF Networks.
SOFSEM
Michal Sorel, Jirí Síma
1999 B conf
Some Afterthoughts on Hopfield Networks.
SOFSEM
Jirí Síma, Pekka Orponen, Teemu Antti-Poika
1999 J jnl
Table Rounding Problem.
Comput. Artif. Intell.
Jirí Síma
1998 J jnl
Theory of Neuromata.
J. ACM
Jirí Síma, Jirí Wiedermann
1996 B conf
Aunt's Problem: Table Rounding.
SOFSEM
Jirí Síma
1996 J jnl
Back-propagation is not Efficient.
Neural Networks
Jirí Síma
1995 B conf
Hopfield Languages.
SOFSEM
Jirí Síma
1995 C conf
Neural Language Acceptors.
Developments in Language Theory
Jirí Síma, Jirí Wiedermann
1995 J jnl
Neural expert systems.
Neural Networks
Jirí Síma
1994 J jnl
Loading Deep Networks Is Hard.
Neural Comput.
Jirí Síma