Zobrazeno 1 - 10
of 13
pro vyhledávání: '"Bilyana Genova"'
Publikováno v:
Applied Sciences, Vol 14, Iss 21, p 10055 (2024)
Humans have the unique ability to discern spatial and temporal regularities in their surroundings. However, the effect of learning these regularities on eye movement characteristics has not been studied enough. In the present study, we investigated t
Externí odkaz:
https://doaj.org/article/2f2537b7127d43e2b2d918abbd3f0b14
Autor:
Nadejda Bocheva, Pavlina Konstantinova, Jean Dezert, Albena Tchamova, Bilyana Genova, Miroslava Stefanova
Publikováno v:
Cybernetics and Information Technologies. 21:73-86
The paper presents a study on the human learning process during the classification of stimuli, defined by motion and color visual cues and their combination. Because the classification dimension and the features that define each category are uncertai
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::a44a38e94a3a344eff9f3a8f16d286d8
https://doi.org/10.2478/cait-2021-0006
https://doi.org/10.2478/cait-2021-0006
Publikováno v:
Brain Informatics ISBN: 9783031150364
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::ef92f8b4c6e432d6e6146e8ca1d7e392
https://doi.org/10.1007/978-3-031-15037-1_9
https://doi.org/10.1007/978-3-031-15037-1_9
Autor:
Bilyana Genova, Radoslava Kraleva, Miroslava Stefanova, Petia Koprinkova-Hristova, Velin Kralev, Nadejda Bocheva
Publikováno v:
Neural Computing and Applications. 32:4213-4226
The paper develops a procedure for features extraction from eye movement’s time series aimed at age-related classification of humans. It exploits the properties of the echo state network (ESN) reservoir state achieved after its intrinsic plasticity
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::4825c90d3cd0a307ded461fe20efcb21
https://doi.org/10.1007/s00521-019-04329-z
https://doi.org/10.1007/s00521-019-04329-z
Publikováno v:
Bioengineering and Biomedical Signal and Image Processing ISBN: 9783030881627
BIOMESIP
BIOMESIP
The present study investigates the separation abilities by age and gender based on raw data of two-alternative force choice decision-making task in visuo-motor experiment. The applied methodology is based on machine learning procedure for finding, as
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::858aca8859426594afe2782ad93fcc7c
https://doi.org/10.1007/978-3-030-88163-4_25
https://doi.org/10.1007/978-3-030-88163-4_25
Autor:
Nadejda Bocheva, Velin Kralev, Bilyana Genova, Radolsava Kraleva, Miroslava Stefanova, Petia Koprinkova-Hristova, Simona Nedelcheva
Publikováno v:
IJCNN
We have developed a hierarchical spike timing neural network model in NEST simulator aimed to reproduce human decision in simplified simulated visual navigation task. The model consists of the following layers: retinal photoreceptors and ganglion cel
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::72d1886c369ca4343a1d5ba7cfccf9bd
https://doi.org/10.1109/ijcnn48605.2020.9207598
https://doi.org/10.1109/ijcnn48605.2020.9207598
Publikováno v:
Proceedings of the 21st EANN (Engineering Applications of Neural Networks) 2020 Conference ISBN: 9783030487904
EANN
EANN
The aim of the present study is to investigate the separation abilities of three statistical parameters for grouping participants in the visual-motor experiment by their age and gender. These parameters represent different characteristics of the deci
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::6f8188ed8e3c44efcef31ce0097607b1
https://doi.org/10.1007/978-3-030-48791-1_36
https://doi.org/10.1007/978-3-030-48791-1_36
Publikováno v:
Canadian journal of experimental psychology = Revue canadienne de psychologie experimentale. 73(4)
We examined the direction perception in centre-surround multielement configurations with varying contrast and velocity to better understand the consequences of surround interactions of orientation and motion direction perception. The stimuli consiste
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d734dd756136cf99368f1260d48938f4
https://pubmed.ncbi.nlm.nih.gov/31393157
https://pubmed.ncbi.nlm.nih.gov/31393157
Publikováno v:
IFIP Advances in Information and Communication Technology ISBN: 9783319920061
AIAI
AIAI
The paper develops further a recently proposed author’s approach for classification of dynamic data series using a class of Recurrent Neural Network (RNN) called Echo state network (ESN). It exploits the Intrinsic Plasticity (IP) tuning of ESN rese
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::f1330b168cc4b8e454dfe8ba6ebac0b7
https://doi.org/10.1007/978-3-319-92007-8_29
https://doi.org/10.1007/978-3-319-92007-8_29
Publikováno v:
Acta neurobiologiae experimentalis. 75(4)
The present paper studies the perceived orientation of line patterns with variable elongation, line length, orientation jitter, and presentation time. It evaluates whether the internal noise and sampling efficiency evaluated by equivalent noise parad
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=pmid________::677e1c5d3c748aa92a5d6a4a8e1dbdd0
https://pubmed.ncbi.nlm.nih.gov/26994420
https://pubmed.ncbi.nlm.nih.gov/26994420