Matches in SemOpenAlex for { <https://semopenalex.org/work/W3036950596> ?p ?o ?g. }
- W3036950596 abstract "Abstract Numerosity perception is thought to be foundational to mathematical learning, but its computational bases are strongly debated. Some investigators argue that humans are endowed with a specialized system supporting numerical representations; others argue that visual numerosity is estimated using continuous magnitudes, such as density or area, which usually co-vary with number. Here we reconcile these contrasting perspectives by testing deep neural networks on the same numerosity comparison task that was administered to human participants, using a stimulus space that allows the precise measurement of the contribution of non-numerical features. Our model accurately simulates the psychophysics of numerosity perception and the associated developmental changes: discrimination is driven by numerosity, but non-numerical features also have a significant impact, especially early during development. Representational similarity analysis further highlights that both numerosity and continuous magnitudes are spontaneously encoded in deep networks even when no task has to be carried out, suggesting that numerosity is a major, salient property of our visual environment." @default.
- W3036950596 created "2020-06-25" @default.
- W3036950596 creator A5003207476 @default.
- W3036950596 creator A5027874987 @default.
- W3036950596 creator A5030924356 @default.
- W3036950596 creator A5088792059 @default.
- W3036950596 date "2020-06-22" @default.
- W3036950596 modified "2023-10-04" @default.
- W3036950596 title "Visual sense of number vs. sense of magnitude in humans and machines" @default.
- W3036950596 cites W1917177419 @default.
- W3036950596 cites W1949739208 @default.
- W3036950596 cites W1965333862 @default.
- W3036950596 cites W1967654316 @default.
- W3036950596 cites W1985470795 @default.
- W3036950596 cites W1988175151 @default.
- W3036950596 cites W1996272600 @default.
- W3036950596 cites W1996557508 @default.
- W3036950596 cites W2001274155 @default.
- W3036950596 cites W2005111635 @default.
- W3036950596 cites W2014481741 @default.
- W3036950596 cites W2021148439 @default.
- W3036950596 cites W2027115852 @default.
- W3036950596 cites W2057307785 @default.
- W3036950596 cites W2064658612 @default.
- W3036950596 cites W2066280110 @default.
- W3036950596 cites W2090042416 @default.
- W3036950596 cites W2107918548 @default.
- W3036950596 cites W2108379336 @default.
- W3036950596 cites W2108858705 @default.
- W3036950596 cites W2117155192 @default.
- W3036950596 cites W2118062217 @default.
- W3036950596 cites W2118354656 @default.
- W3036950596 cites W2120480077 @default.
- W3036950596 cites W2121098351 @default.
- W3036950596 cites W2124043744 @default.
- W3036950596 cites W2124151298 @default.
- W3036950596 cites W2136922672 @default.
- W3036950596 cites W2140411321 @default.
- W3036950596 cites W2143576607 @default.
- W3036950596 cites W2143788120 @default.
- W3036950596 cites W2146737585 @default.
- W3036950596 cites W2148764920 @default.
- W3036950596 cites W2153158097 @default.
- W3036950596 cites W2165652372 @default.
- W3036950596 cites W2168398362 @default.
- W3036950596 cites W2170328124 @default.
- W3036950596 cites W2180612164 @default.
- W3036950596 cites W2238632339 @default.
- W3036950596 cites W2296073425 @default.
- W3036950596 cites W2345859161 @default.
- W3036950596 cites W2508528761 @default.
- W3036950596 cites W2513488959 @default.
- W3036950596 cites W2519489054 @default.
- W3036950596 cites W2577940976 @default.
- W3036950596 cites W2586653960 @default.
- W3036950596 cites W2620926599 @default.
- W3036950596 cites W2734410154 @default.
- W3036950596 cites W2738724892 @default.
- W3036950596 cites W2745482427 @default.
- W3036950596 cites W2782057911 @default.
- W3036950596 cites W2803865083 @default.
- W3036950596 cites W2886176276 @default.
- W3036950596 cites W2912475619 @default.
- W3036950596 cites W2919115771 @default.
- W3036950596 cites W2944629072 @default.
- W3036950596 cites W2948231387 @default.
- W3036950596 cites W2952876628 @default.
- W3036950596 cites W2962953669 @default.
- W3036950596 cites W2969602418 @default.
- W3036950596 cites W2978368159 @default.
- W3036950596 cites W3002029229 @default.
- W3036950596 cites W3009747840 @default.
- W3036950596 cites W3011873915 @default.
- W3036950596 cites W3110909889 @default.
- W3036950596 cites W4250325771 @default.
- W3036950596 cites W639002133 @default.
- W3036950596 doi "https://doi.org/10.1038/s41598-020-66838-5" @default.
- W3036950596 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/7308388" @default.
- W3036950596 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/32572067" @default.
- W3036950596 hasPublicationYear "2020" @default.
- W3036950596 type Work @default.
- W3036950596 sameAs 3036950596 @default.
- W3036950596 citedByCount "22" @default.
- W3036950596 countsByYear W30369505962020 @default.
- W3036950596 countsByYear W30369505962021 @default.
- W3036950596 countsByYear W30369505962022 @default.
- W3036950596 countsByYear W30369505962023 @default.
- W3036950596 crossrefType "journal-article" @default.
- W3036950596 hasAuthorship W3036950596A5003207476 @default.
- W3036950596 hasAuthorship W3036950596A5027874987 @default.
- W3036950596 hasAuthorship W3036950596A5030924356 @default.
- W3036950596 hasAuthorship W3036950596A5088792059 @default.
- W3036950596 hasBestOaLocation W30369505961 @default.
- W3036950596 hasConcept C15123163 @default.
- W3036950596 hasConcept C154945302 @default.
- W3036950596 hasConcept C15744967 @default.
- W3036950596 hasConcept C163950791 @default.
- W3036950596 hasConcept C169760540 @default.
- W3036950596 hasConcept C169900460 @default.
- W3036950596 hasConcept C173600914 @default.