Bayesian models of sensory cue integration
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منابع مشابه
Robust cue integration: a Bayesian model and evidence from cue-conflict studies with stereoscopic and figure cues to slant.
Most research on depth cue integration has focused on stimulus regimes in which stimuli contain the small cue conflicts that one might expect to normally arise from sensory noise. In these regimes, linear models for cue integration provide a good approximation to system performance. This article focuses on situations in which large cue conflicts can naturally occur in stimuli. We describe a Bay...
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Perception and action are the result of an integration of various sources of information, such as current sensory input, prior experience, or the context in which a stimulus occurs. Often, the interpretation is not trivial hence needs to be learned from the co-occurrence of stimuli. Yet, how do we combine such diverse information to guide our action? Here we use a distance production-reproducti...
متن کاملRobust cue integration : A Bayesian model and evidence 2 from cue - conflict studies with stereoscopic and figure
9 Most research on depth cue integration has focused on stimulus regimes in which stimuli contain the small cue conflicts that 10 one might expect to normally arise from sensory noise. In these regimes, linear models for cue integration provide a good 11 approximation to system performance. This article focuses on situations in which large cue conflicts can naturally occur in 12 stimuli. We des...
متن کاملDynamic reweighting of visual and vestibular cues during self-motion perception.
The perception of self-motion direction, or heading, relies on integration of multiple sensory cues, especially from the visual and vestibular systems. However, the reliability of sensory information can vary rapidly and unpredictably, and it remains unclear how the brain integrates multiple sensory signals given this dynamic uncertainty. Human psychophysical studies have shown that observers c...
متن کاملBayesian Alternation during Tactile Augmentation
A large number of studies suggest that the integration of multisensory signals by humans is well-described by Bayesian principles. However, there are very few reports about cue combination between a native and an augmented sense. In particular, we asked the question whether adult participants are able to integrate an augmented sensory cue with existing native sensory information. Hence for the ...
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تاریخ انتشار 2004