Zobrazeno 1 - 10
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pro vyhledávání: '"Duch, Włodzisław"'
Autor:
Duch, Włodzisław
The complexity of cultures in the modern world is now beyond human comprehension. Cognitive sciences cast doubts on the traditional explanations based on mental models. The core subjects in humanities may lose their importance. Humanities have to ada
Externí odkaz:
http://arxiv.org/abs/2310.19425
Autor:
Czekaj, Łukasz, Radzinski, Łukasz, Kolimaga, Mateusz, Domaszewicz, Jakub, Kitłowski, Robert, Szwoch, Mariusz, Duch, Włodzisław
Publikováno v:
In: Modelling and Simulation 2023. The European Simulation and Modelling Conference 2023 / Rob Vingerhoeds, Pierre de Saqui-Sannes, Geril Philippe (eds.), 2023, EUROSIS-ETI, pp.235-238, ISBN 978-9-492-859-28-0
Automated interpretation of signals yields many impressive applications from the area of affective computing and human activity recognition (HAR). In this paper we ask the question about possibility of cognitive activity recognition on the base of pa
Externí odkaz:
http://arxiv.org/abs/2310.17383
Autor:
Duch, Włodzisław
Lack of vivid sensory imagery has recently become an active subject of research, under the name of aphantasia. Extremely vivid imagery, or hyperphantasia, is at the other end of the spectrum of individual differences. While most research has focused
Externí odkaz:
http://arxiv.org/abs/2112.10882
Autor:
Komorowski, Michał K., Rykaczewski, Krzysztof, Piotrowski, Tomasz, Jurewicz, Katarzyna, Wojciechowski, Jakub, Keitel, Anne, Dreszer, Joanna, Duch, Włodzisław
Spectral fingerprints (SFs) are unique power spectra signatures of human brain regions of interest (ROIs, Keitel & Gross, 2016). SFs allow for accurate ROI identification and can serve as biomarkers of differences exhibited by non-neurotypical groups
Externí odkaz:
http://arxiv.org/abs/2110.09919
Autor:
Duch, Włodzisław
Phenomics is concerned with detailed description of all aspects of organisms, from their physical foundations at genetic, molecular and cellular level, to behavioural and psychological traits. Neuropsychiatric phenomics, endorsed by NIMH, provides su
Externí odkaz:
http://arxiv.org/abs/2101.04532
Autor:
Duch, Włodzisław
Informatics studies all aspects of the structure of natural and artificial information systems. Theoretical and abstract approaches to information have made great advances, but human information processing is still unmatched in many areas, including
Externí odkaz:
http://arxiv.org/abs/2101.03609
Recognition and interpretation of brain activity patterns from EEG or MEG signals is one of the most important tasks in cognitive neuroscience, requiring sophisticated methods of signal processing. The supFunSim library is a new Matlab toolbox which
Externí odkaz:
http://arxiv.org/abs/1904.11948
Autor:
Bonna, Kamil, Finc, Karolina, Zimmermann, Maria, Bola, Łukasz, Mostowski, Piotr, Szul, Maciej, Rutkowski, Paweł, Duch, Włodzisław, Marchewka, Artur, Jednoróg, Katarzyna, Szwed, Marcin
Early sensory deprivation such as blindness or deafness shapes brain development in multiple ways. While it is established that deprived brain areas start to be engaged in the processing of stimuli from the remaining modalities and in high-level cogn
Externí odkaz:
http://arxiv.org/abs/1903.11915
Publikováno v:
Early version presented at 7th International Conference on Neural Information Processing 2000 (ICONIP), Dae-jong, Korea, ed. by Soo-Young Lee, pp. 1029-1034
Classification may not be reliable for several reasons: noise in the data, insufficient input information, overlapping distributions and sharp definition of classes. Faced with several possibilities neural network may in such cases still be useful if
Externí odkaz:
http://arxiv.org/abs/1901.09632
Autor:
Maszczyk, Tomasz, Duch, Włodzisław
Publikováno v:
World Congress on Computational Intelligence, IEEE Press, pp. 3852-3859, 2010
Support Vector Machines (SVMs) with various kernels have played dominant role in machine learning for many years, finding numerous applications. Although they have many attractive features interpretation of their solutions is quite difficult, the use
Externí odkaz:
http://arxiv.org/abs/1901.09643