Jirí Síma

发表

Cut Languages in Rational Bases

Petr Savický, Jirí Síma, Jirí Síma, 2017, LATA.

Training a Single Sigmoidal Neuron Is Hard

Jirí Síma, Jirí Síma, 2002, Neural Comput..

Back-propagation is not Efficient

Jirí Síma, Jirí Síma, 1996, Neural Networks.

Energy-Based Computation with Symmetric Hopfield Nets

Jirí Síma, 2007 .

Institute of Computer Science Academy of Sciences of the Czech Republic Gradient Learning in Networks of Smoothly Spiking Neurons with an Additional Penalty Term

Jirí Síma, 2011 .

Generating Sequential Triangle Strips by Using Hopfield Nets

Jirí Síma, 2005 .

Tristrips on Hopﬁeld Networks

Jirí Síma, 2020 .

The Computational Power of Neural Networks and Representations of Numbers in Non-Integer Bases

Jiri Sima, Jirí Síma, 2017 .

Neural networks between integer and rational weights

Jirí Síma, Jirí Síma, 2017, 2017 International Joint Conference on Neural Networks (IJCNN).

On the NP-Completeness of Some Graph Cluster Measures pdf

Jirí Síma, Satu Elisa Schaeffer, S. E. Schaeffer, 2005, SOFSEM.

General-Purpose Computation with Neural Networks: A Survey of Complexity Theoretic Results

Pekka Orponen, Jirí Síma, P. Orponen, 2003, Neural Computation.

Neural expert systems

Jirí Síma, Jirí Síma, 1995, Neural Networks.

Pumping Deterministic Monotone Restarting Automata and DCFL

Frantisek Mráz, Martin Plátek, Dana Pardubská, 2020, ITAT.

Neural knowledge processing in expert systems

Jiří Šíma, Jiří Červenka, Jirí Síma, 2000 .

Minimizing the Quadratic Training Error of a Sigmoid Neuron Is Hard

Jirí Síma, Jirí Síma, 2001, ALT.

Loading Deep Networks Is Hard

Jirí Síma, Jirí Síma, 1994, Neural Comput..

Some Afterthoughts on Hopfield Networks

Pekka Orponen, Jirí Síma, Teemu Antti-Poika, 1999, SOFSEM.

Energy Complexity of Fully-Connected Layers

Jirí Síma, Jérémie Cabessa, 2023, IWANN.

Energy Complexity Model for Convolutional Neural Networks

Jirí Síma, P. Vidnerová, Vojtěch Mrázek, 2023 .

Robust Optimal-Size Implementation of Finite State Automata with Synfire Ring-Based Neural Networks

Jirí Síma, Jérémie Cabessa, Jirí Síma, 2019, ICANN.

Continuous-Time Symmetric Hopfield Nets Are Computationally Universal

Pekka Orponen, Jiří Šíma, P. Orponen, 2003, Neural Computation.

Stronger Separation of Analog Neuron Hierarchy by Deterministic Context-Free Languages

Jivr'i vS'ima, Jirí Síma, 2021, Neurocomputing.

On the Complexity of Training a Single Perceptron with Programmable Synaptic Delays

Jirí Síma, Jirí Síma, 2003, ALT.

General-Purpose Computation with Neural Networks: A Survey of Complexity Theoretic Results

P. Orponen, Jirí Síma, 2003, Neural Computation.

Exponential transients in continuous-time Liapunov systems

P. Orponen, Jirí Síma, 2003, Theor. Comput. Sci..

Subrecursive neural networks

Jirí Síma, Jirí Síma, 2019, Neural Networks.

Quasi-periodic β-expansions and cut languages

Petr Savický, Jirí Síma, Jirí Síma, 2018, Theor. Comput. Sci..

The Power of Extra Analog Neuron

Jirí Síma, Jirí Síma, 2014, TPNC.