Matches in SemOpenAlex for { <https://semopenalex.org/work/W3100122009> ?p ?o ?g. }
- W3100122009 abstract "Abstract While feed-forward activity may suffice for recognizing objects in isolation, additional visual operations that aid object recognition might be needed for real-world scenes. One such additional operation is figure-ground segmentation; extracting the relevant features and locations of the target object while ignoring irrelevant features. In this study of 60 participants, we show objects on backgrounds of increasing complexity to investigate whether recurrent computations are increasingly important for segmenting objects from more complex backgrounds. Three lines of evidence show that recurrent processing is critical for recognition of objects embedded in complex scenes. First, behavioral results indicated a greater reduction in performance after masking objects presented on more complex backgrounds; with the degree of impairment increasing with increasing background complexity. Second, electroencephalography (EEG) measurements showed clear differences in the evoked response potentials (ERPs) between conditions around 200ms - a time point beyond feed-forward activity and object decoding based on the EEG signal indicated later decoding onsets for objects embedded in more complex backgrounds. Third, Deep Convolutional Neural Network performance confirmed this interpretation; feed-forward and less deep networks showed a higher degree of impairment in recognition for objects in complex backgrounds compared to recurrent and deeper networks. Together, these results support the notion that recurrent computations drive figure-ground segmentation of objects in complex scenes." @default.
- W3100122009 created "2020-11-23" @default.
- W3100122009 creator A5005327084 @default.
- W3100122009 creator A5023988674 @default.
- W3100122009 creator A5029015611 @default.
- W3100122009 creator A5048537239 @default.
- W3100122009 creator A5054182496 @default.
- W3100122009 creator A5083911761 @default.
- W3100122009 creator A5085750764 @default.
- W3100122009 creator A5087337335 @default.
- W3100122009 date "2020-11-11" @default.
- W3100122009 modified "2023-09-25" @default.
- W3100122009 title "On the necessity of recurrent processing during object recognition: it depends on the need for scene segmentation" @default.
- W3100122009 cites W1861492603 @default.
- W3100122009 cites W1971017968 @default.
- W3100122009 cites W1973910327 @default.
- W3100122009 cites W1993494998 @default.
- W3100122009 cites W2016325471 @default.
- W3100122009 cites W2017814585 @default.
- W3100122009 cites W2019885188 @default.
- W3100122009 cites W2026655168 @default.
- W3100122009 cites W2039611165 @default.
- W3100122009 cites W2043149073 @default.
- W3100122009 cites W2066103960 @default.
- W3100122009 cites W2072624794 @default.
- W3100122009 cites W2082694050 @default.
- W3100122009 cites W2091845343 @default.
- W3100122009 cites W2097629848 @default.
- W3100122009 cites W2099163172 @default.
- W3100122009 cites W2110764733 @default.
- W3100122009 cites W2113894009 @default.
- W3100122009 cites W2117539524 @default.
- W3100122009 cites W2120907531 @default.
- W3100122009 cites W2124433161 @default.
- W3100122009 cites W2125680649 @default.
- W3100122009 cites W2135595031 @default.
- W3100122009 cites W2136028902 @default.
- W3100122009 cites W2142925897 @default.
- W3100122009 cites W2144655282 @default.
- W3100122009 cites W2150644816 @default.
- W3100122009 cites W2152913445 @default.
- W3100122009 cites W2161568427 @default.
- W3100122009 cites W2165293155 @default.
- W3100122009 cites W2168315368 @default.
- W3100122009 cites W2181523240 @default.
- W3100122009 cites W2194775991 @default.
- W3100122009 cites W2589092671 @default.
- W3100122009 cites W2623160143 @default.
- W3100122009 cites W2891938284 @default.
- W3100122009 cites W2915130814 @default.
- W3100122009 cites W2949512190 @default.
- W3100122009 cites W2950516494 @default.
- W3100122009 cites W2952938928 @default.
- W3100122009 cites W2953263739 @default.
- W3100122009 cites W3045421197 @default.
- W3100122009 doi "https://doi.org/10.1101/2020.11.11.377655" @default.
- W3100122009 hasPublicationYear "2020" @default.
- W3100122009 type Work @default.
- W3100122009 sameAs 3100122009 @default.
- W3100122009 citedByCount "3" @default.
- W3100122009 countsByYear W31001220092021 @default.
- W3100122009 countsByYear W31001220092022 @default.
- W3100122009 crossrefType "posted-content" @default.
- W3100122009 hasAuthorship W3100122009A5005327084 @default.
- W3100122009 hasAuthorship W3100122009A5023988674 @default.
- W3100122009 hasAuthorship W3100122009A5029015611 @default.
- W3100122009 hasAuthorship W3100122009A5048537239 @default.
- W3100122009 hasAuthorship W3100122009A5054182496 @default.
- W3100122009 hasAuthorship W3100122009A5083911761 @default.
- W3100122009 hasAuthorship W3100122009A5085750764 @default.
- W3100122009 hasAuthorship W3100122009A5087337335 @default.
- W3100122009 hasBestOaLocation W31001220091 @default.
- W3100122009 hasConcept C11413529 @default.
- W3100122009 hasConcept C138885662 @default.
- W3100122009 hasConcept C142362112 @default.
- W3100122009 hasConcept C147168706 @default.
- W3100122009 hasConcept C153180895 @default.
- W3100122009 hasConcept C153349607 @default.
- W3100122009 hasConcept C154945302 @default.
- W3100122009 hasConcept C15744967 @default.
- W3100122009 hasConcept C169760540 @default.
- W3100122009 hasConcept C2776401178 @default.
- W3100122009 hasConcept C2777402240 @default.
- W3100122009 hasConcept C2781238097 @default.
- W3100122009 hasConcept C28490314 @default.
- W3100122009 hasConcept C31972630 @default.
- W3100122009 hasConcept C41008148 @default.
- W3100122009 hasConcept C41895202 @default.
- W3100122009 hasConcept C45374587 @default.
- W3100122009 hasConcept C50644808 @default.
- W3100122009 hasConcept C522805319 @default.
- W3100122009 hasConcept C57273362 @default.
- W3100122009 hasConcept C64876066 @default.
- W3100122009 hasConcept C81363708 @default.
- W3100122009 hasConcept C89600930 @default.
- W3100122009 hasConceptScore W3100122009C11413529 @default.
- W3100122009 hasConceptScore W3100122009C138885662 @default.
- W3100122009 hasConceptScore W3100122009C142362112 @default.
- W3100122009 hasConceptScore W3100122009C147168706 @default.
- W3100122009 hasConceptScore W3100122009C153180895 @default.