Agnieszka Niemczynowicz

14 papers Journal 12Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
A critical analysis of the theoretical framework of the Extreme Learning Machine.
Neurocomputing
Irina Perfilieva, Nicolás Madrid, Manuel Ojeda-Aciego, Piotr Artiemjew, Agnieszka Niemczynowicz
2025 J jnl
KHNN: Hypercomplex-valued neural networks computations via Keras using TensorFlow and PyTorch.
SoftwareX
Agnieszka Niemczynowicz, Radoslaw A. Kycia
2024 J jnl
A Critical Analysis of the Theoretical Framework of the Extreme Learning Machine.
CoRR
Irina Perfilieva, Nicolás Madrid, Manuel Ojeda-Aciego, Piotr Artiemjew, Agnieszka Niemczynowicz
2024 — conf
Complex-Valued Restricted Boltzmann Machines for Learning Image Data Distributions.
ICAISC (1)
Maciej Jaworski, Agnieszka Niemczynowicz, Radoslaw A. Kycia
2024 J jnl
Fully tensorial approach to hypercomplex neural networks.
CoRR
Agnieszka Niemczynowicz, Radoslaw Antoni Kycia
2024 J jnl
Hypercomplex neural network in time series forecasting of stock data.
CoRR
Radoslaw A. Kycia, Agnieszka Niemczynowicz
2024 J jnl
KHNNs: hypercomplex neural networks computations via Keras using TensorFlow and PyTorch.
CoRR
Agnieszka Niemczynowicz, Radoslaw Antoni Kycia
2024 — conf
Randomness Versus Backpropagation in Machine Learning.
ICAISC (1)
Irina Perfilieva, Piotr Artiemjew, Agnieszka Niemczynowicz
2023 J jnl
Selected aspects of complex, hypercomplex and fuzzy neural networks.
CoRR
Agnieszka Niemczynowicz, Radoslaw A. Kycia, Maciej Jaworski, Artur Siemaszko, Jose M. Calabuig, Lluís Miquel Garcia-Raffi, Baruch Schneider, Diana Berseghyan, Irina Perfiljeva, Vilém Novák, Piotr Artiemjew
2022 J jnl
Stimulation of soy seeds using environmentally friendly magnetic and electric fields.
CoRR
Agata Dziwulska-Hunek, Agnieszka Niemczynowicz, Radoslaw A. Kycia, Arkadiusz Matwijczuk, Krzysztof Kornarzynski, Joanna Stadnik, Mariusz Szymanek
2020 J jnl
Simple explanation of Landauer's bound and its ineffectiveness for multivalued logic.
CoRR
Radoslaw A. Kycia, Agnieszka Niemczynowicz
2020 J jnl
TreeGen - a Monte Carlo generator for data frames.
CoRR
Agnieszka Niemczynowicz, Gabriela Bialoskórska, Joanna Niezurawska-Zajac, Radoslaw A. Kycia
2014 J jnl
Zwanzig's Trajectories Used in Relation to Thermodynamical Chaos for Spin Wave Description.
Int. J. Bifurc. Chaos
Julian Lawrynowicz, Leszek Wojtczak, Agnieszka Niemczynowicz
2013 J jnl
Lattice Dynamics in Relation to Chaos in Zwanzig-Type Chains.
Int. J. Bifurc. Chaos
Julian Lawrynowicz, Agnieszka Niemczynowicz