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False memories for scenes using the DRM paradigm
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SYSNO ASEP 0533426 Druh ASEP J - Článek v odborném periodiku Zařazení RIV J - Článek v odborném periodiku Poddruh J Článek ve WOS Název False memories for scenes using the DRM paradigm Tvůrce(i) Děchtěrenko, Filip (PSU-E) RID, ORCID, SAI
Lukavský, Jiří (PSU-E) RID, ORCID, SAI
Štipl, J. (CZ)Zdroj.dok. Vision Research. - : Elsevier - ISSN 0042-6989
Roč. 178, leden (2021), s. 48-59Poč.str. 12 s. Forma vydání Tištěná - P Jazyk dok. eng - angličtina Země vyd. US - Spojené státy americké Klíč. slova visual scenes deep ; convolutional networks ; visual memory ; DRM Vědní obor RIV AN - Psychologie Obor OECD Psychology (including human - machine relations) CEP GA16-07983S GA ČR - Grantová agentura ČR Způsob publikování Open access Institucionální podpora PSU-E - RVO:68081740 UT WOS 000604937900007 EID SCOPUS 85093702816 DOI 10.1016/j.visres.2020.09.009 Anotace People are remarkably good at remembering photographs. To further investigate the nature of the stored representations and the fidelity of human memories, it would be useful to evaluate the visual similarity of stimuli presented in experiments. Here, we explored the possible use of convolutional neural networks (CNN) as a measure of perceptual or representational similarity of visual scenes with respect to visual memory research. In Experiment 1, we presented participants with sets of nine images from the same scene category and tested whether they were able to detect the most distant scene in the image space defined by CNN. Experiment 2 was a visual variant of the Deese-Roediger-McDermott paradigm. We asked participants to remember a set of photographs from the same scene category. The photographs were preselected based on their distance to a particular visual prototype (defined as centroid of the image space). In the recognition test, we observed higher false alarm rates for scenes closer to this visual prototype. Our findings show that the similarity measured by CNN is reflected in human behavior: people can detect odd-one-out scenes or be lured to false alarms with similar stimuli. This method can be used for further studies regarding visual memory for complex scenes. Pracoviště Psychologický ústav Kontakt Štěpánka Halamová, Halamova@praha.psu.cas.cz, Tel.: 222 222 096 Rok sběru 2021 Elektronická adresa https://www.sciencedirect.com/science/article/pii/S0042698920301693?via%3Dihub
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