Matches in SemOpenAlex for { <https://semopenalex.org/work/W2128247690> ?p ?o ?g. }
- W2128247690 endingPage "e1004499" @default.
- W2128247690 startingPage "e1004499" @default.
- W2128247690 abstract "It is generally acknowledged that biological vision presents nonlinear characteristics, yet linear filtering accounts of visual processing are ubiquitous. The template-matching operation implemented by the linear-nonlinear cascade (linear filter followed by static nonlinearity) is the most widely adopted computational tool in systems neuroscience. This simple model achieves remarkable explanatory power while retaining analytical tractability, potentially extending its reach to a wide range of systems and levels in sensory processing. The extent of its applicability to human behaviour, however, remains unclear. Because sensory stimuli possess multiple attributes (e.g. position, orientation, size), the issue of applicability may be asked by considering each attribute one at a time in relation to a family of linear-nonlinear models, or by considering all attributes collectively in relation to a specified implementation of the linear-nonlinear cascade. We demonstrate that human visual processing can operate under conditions that are indistinguishable from linear-nonlinear transduction with respect to substantially different stimulus attributes of a uniquely specified target signal with associated behavioural task. However, no specific implementation of a linear-nonlinear cascade is able to account for the entire collection of results across attributes; a satisfactory account at this level requires the introduction of a small gain-control circuit, resulting in a model that no longer belongs to the linear-nonlinear family. Our results inform and constrain efforts at obtaining and interpreting comprehensive characterizations of the human sensory process by demonstrating its inescapably nonlinear nature, even under conditions that have been painstakingly fine-tuned to facilitate template-matching behaviour and to produce results that, at some level of inspection, do conform to linear filtering predictions. They also suggest that compliance with linear transduction may be the targeted outcome of carefully crafted nonlinear circuits, rather than default behaviour exhibited by basic components." @default.
- W2128247690 created "2016-06-24" @default.
- W2128247690 creator A5039607589 @default.
- W2128247690 date "2015-11-10" @default.
- W2128247690 modified "2023-09-25" @default.
- W2128247690 title "The Elementary Operations of Human Vision Are Not Reducible to Template-Matching" @default.
- W2128247690 cites W1527938214 @default.
- W2128247690 cites W1576968360 @default.
- W2128247690 cites W1603831766 @default.
- W2128247690 cites W1642003289 @default.
- W2128247690 cites W1938750343 @default.
- W2128247690 cites W1954638517 @default.
- W2128247690 cites W1973060312 @default.
- W2128247690 cites W1976052887 @default.
- W2128247690 cites W1978220087 @default.
- W2128247690 cites W1978582046 @default.
- W2128247690 cites W1978663141 @default.
- W2128247690 cites W1979608219 @default.
- W2128247690 cites W1985260901 @default.
- W2128247690 cites W1985394992 @default.
- W2128247690 cites W1986214687 @default.
- W2128247690 cites W1988013646 @default.
- W2128247690 cites W1991221331 @default.
- W2128247690 cites W1993256372 @default.
- W2128247690 cites W1994797987 @default.
- W2128247690 cites W1996148447 @default.
- W2128247690 cites W1996242427 @default.
- W2128247690 cites W1997078090 @default.
- W2128247690 cites W2006745424 @default.
- W2128247690 cites W2008287846 @default.
- W2128247690 cites W2011329021 @default.
- W2128247690 cites W2012243786 @default.
- W2128247690 cites W2017344369 @default.
- W2128247690 cites W2025156099 @default.
- W2128247690 cites W2032033817 @default.
- W2128247690 cites W2038986491 @default.
- W2128247690 cites W2045958415 @default.
- W2128247690 cites W2046150711 @default.
- W2128247690 cites W2048827316 @default.
- W2128247690 cites W2050840442 @default.
- W2128247690 cites W2056442737 @default.
- W2128247690 cites W205882140 @default.
- W2128247690 cites W2063178004 @default.
- W2128247690 cites W2066103960 @default.
- W2128247690 cites W2068385264 @default.
- W2128247690 cites W2072353647 @default.
- W2128247690 cites W2074914673 @default.
- W2128247690 cites W2076759690 @default.
- W2128247690 cites W2079721233 @default.
- W2128247690 cites W2081075280 @default.
- W2128247690 cites W2082042407 @default.
- W2128247690 cites W2089835563 @default.
- W2128247690 cites W2097307541 @default.
- W2128247690 cites W2097770592 @default.
- W2128247690 cites W2100631506 @default.
- W2128247690 cites W2105400482 @default.
- W2128247690 cites W2111399501 @default.
- W2128247690 cites W2111727292 @default.
- W2128247690 cites W2112455917 @default.
- W2128247690 cites W2116079555 @default.
- W2128247690 cites W2118012081 @default.
- W2128247690 cites W2119364673 @default.
- W2128247690 cites W2120852200 @default.
- W2128247690 cites W2121517080 @default.
- W2128247690 cites W2123566137 @default.
- W2128247690 cites W2124851010 @default.
- W2128247690 cites W2138432763 @default.
- W2128247690 cites W2140552585 @default.
- W2128247690 cites W2140721493 @default.
- W2128247690 cites W2141969391 @default.
- W2128247690 cites W2152864460 @default.
- W2128247690 cites W2153591653 @default.
- W2128247690 cites W2167092259 @default.
- W2128247690 cites W2170683674 @default.
- W2128247690 cites W2499601348 @default.
- W2128247690 cites W2921430350 @default.
- W2128247690 cites W4210583258 @default.
- W2128247690 cites W4245474015 @default.
- W2128247690 cites W585637379 @default.
- W2128247690 cites W68224751 @default.
- W2128247690 doi "https://doi.org/10.1371/journal.pcbi.1004499" @default.
- W2128247690 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/4640830" @default.
- W2128247690 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/26556758" @default.
- W2128247690 hasPublicationYear "2015" @default.
- W2128247690 type Work @default.
- W2128247690 sameAs 2128247690 @default.
- W2128247690 citedByCount "12" @default.
- W2128247690 countsByYear W21282476902016 @default.
- W2128247690 countsByYear W21282476902017 @default.
- W2128247690 countsByYear W21282476902018 @default.
- W2128247690 countsByYear W21282476902019 @default.
- W2128247690 countsByYear W21282476902020 @default.
- W2128247690 countsByYear W21282476902021 @default.
- W2128247690 countsByYear W21282476902022 @default.
- W2128247690 crossrefType "journal-article" @default.
- W2128247690 hasAuthorship W2128247690A5039607589 @default.
- W2128247690 hasBestOaLocation W21282476901 @default.
- W2128247690 hasConcept C106131492 @default.