FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4296156475> ?p ?o ?g. }

• W4296156475 abstract "Abstract We previously proposed a Bayesian model of multisensory integration in spatial orientation (1). Using a Gaussian prior, centered on an upright head orientation, this model could explain various perceptual observations in roll-tilted participants, such as the subjective visual vertical, the subjective body tilt (1), the rod-and-frame effect (2), as well as their clinical (3) and age-related deficits (4). Because it is generally assumed that the prior reflects an accumulated history of previous head orientations, and recent work on natural head motion suggests non-Gaussian statistics, we examined how the model would perform with a non-Gaussian prior. In the present study, we first experimentally generalized the previous observations in showing that also the natural statistics of head orientation are characterized by long tails, best quantified as a t -location-scale distribution. Next, we compared the performance of the Bayesian model and various model variants using such a t -distributed prior to the original model with the Gaussian prior on their accounts of previously published data of the subjective visual vertical and subjective body tilt tasks. All of these variants performed substantially worse than the original model, suggesting a special value of the Gaussian prior. We provide computational and neurophysiological reasons for the implementation of such a prior, in terms of its associated precision–accuracy trade-off in vertical perception across the tilt range. New & Noteworthy It has been argued that the brain uses Bayesian computations to process multiple sensory cues in vertical perception, including a prior centered on upright head orientation which is usually taken to be Gaussian. Here, we show that non-Gaussian prior distributions, although more akin to the statistics of head orientation during natural activities, provide a much worse explanation of such perceptual observations than a Gaussian prior." @default.
• W4296156475 created "2022-09-17" @default.
• W4296156475 creator A5032502536 @default.
• W4296156475 creator A5035681062 @default.
• W4296156475 creator A5075027324 @default.
• W4296156475 creator A5075240518 @default.
• W4296156475 creator A5090589338 @default.
• W4296156475 date "2022-09-08" @default.
• W4296156475 modified "2023-09-27" @default.
• W4296156475 title "Natural statistics of head roll: implications for Bayesian inference in spatial orientation" @default.
• W4296156475 cites W1483307070 @default.
• W4296156475 cites W1972713878 @default.
• W4296156475 cites W1973544192 @default.
• W4296156475 cites W1981578159 @default.
• W4296156475 cites W1984254434 @default.
• W4296156475 cites W1995151553 @default.
• W4296156475 cites W1998491684 @default.
• W4296156475 cites W2009950336 @default.
• W4296156475 cites W2016964690 @default.
• W4296156475 cites W2031525215 @default.
• W4296156475 cites W2042755403 @default.
• W4296156475 cites W2050284431 @default.
• W4296156475 cites W2057397111 @default.
• W4296156475 cites W2067128351 @default.
• W4296156475 cites W2073526130 @default.
• W4296156475 cites W2074299699 @default.
• W4296156475 cites W2082893725 @default.
• W4296156475 cites W2095973660 @default.
• W4296156475 cites W2107776686 @default.
• W4296156475 cites W2112772615 @default.
• W4296156475 cites W2114219449 @default.
• W4296156475 cites W2117215414 @default.
• W4296156475 cites W2122741244 @default.
• W4296156475 cites W2139224138 @default.
• W4296156475 cites W2140063234 @default.
• W4296156475 cites W2142013636 @default.
• W4296156475 cites W2151035455 @default.
• W4296156475 cites W2156707826 @default.
• W4296156475 cites W2538473790 @default.
• W4296156475 cites W2561082235 @default.
• W4296156475 cites W2583626730 @default.
• W4296156475 cites W2793344933 @default.
• W4296156475 cites W2904008858 @default.
• W4296156475 cites W2914750684 @default.
• W4296156475 cites W2948294078 @default.
• W4296156475 cites W2952712693 @default.
• W4296156475 cites W2964053616 @default.
• W4296156475 cites W2988766175 @default.
• W4296156475 cites W3024824730 @default.
• W4296156475 cites W3036105430 @default.
• W4296156475 cites W3092169525 @default.
• W4296156475 cites W3122510310 @default.
• W4296156475 cites W4231049329 @default.
• W4296156475 doi "https://doi.org/10.1101/2022.09.07.506906" @default.
• W4296156475 hasPublicationYear "2022" @default.
• W4296156475 type Work @default.
• W4296156475 citedByCount "0" @default.
• W4296156475 crossrefType "posted-content" @default.
• W4296156475 hasAuthorship W4296156475A5032502536 @default.
• W4296156475 hasAuthorship W4296156475A5035681062 @default.
• W4296156475 hasAuthorship W4296156475A5075027324 @default.
• W4296156475 hasAuthorship W4296156475A5075240518 @default.
• W4296156475 hasAuthorship W4296156475A5090589338 @default.
• W4296156475 hasBestOaLocation W42961564751 @default.
• W4296156475 hasConcept C105795698 @default.
• W4296156475 hasConcept C107673813 @default.
• W4296156475 hasConcept C114793014 @default.
• W4296156475 hasConcept C121332964 @default.
• W4296156475 hasConcept C127313418 @default.
• W4296156475 hasConcept C154945302 @default.
• W4296156475 hasConcept C15744967 @default.
• W4296156475 hasConcept C160234255 @default.
• W4296156475 hasConcept C16345878 @default.
• W4296156475 hasConcept C163716315 @default.
• W4296156475 hasConcept C169760540 @default.
• W4296156475 hasConcept C177769412 @default.
• W4296156475 hasConcept C2524010 @default.
• W4296156475 hasConcept C26760741 @default.
• W4296156475 hasConcept C2779844322 @default.
• W4296156475 hasConcept C2780312720 @default.
• W4296156475 hasConcept C33923547 @default.
• W4296156475 hasConcept C41008148 @default.
• W4296156475 hasConcept C61326573 @default.
• W4296156475 hasConcept C62520636 @default.
• W4296156475 hasConceptScore W4296156475C105795698 @default.
• W4296156475 hasConceptScore W4296156475C107673813 @default.
• W4296156475 hasConceptScore W4296156475C114793014 @default.
• W4296156475 hasConceptScore W4296156475C121332964 @default.
• W4296156475 hasConceptScore W4296156475C127313418 @default.
• W4296156475 hasConceptScore W4296156475C154945302 @default.
• W4296156475 hasConceptScore W4296156475C15744967 @default.
• W4296156475 hasConceptScore W4296156475C160234255 @default.
• W4296156475 hasConceptScore W4296156475C16345878 @default.
• W4296156475 hasConceptScore W4296156475C163716315 @default.
• W4296156475 hasConceptScore W4296156475C169760540 @default.
• W4296156475 hasConceptScore W4296156475C177769412 @default.
• W4296156475 hasConceptScore W4296156475C2524010 @default.
• W4296156475 hasConceptScore W4296156475C26760741 @default.
• W4296156475 hasConceptScore W4296156475C2779844322 @default.
• W4296156475 hasConceptScore W4296156475C2780312720 @default.

• next