Perceptual inference, learning, and attention in a multisensory world

U Noppeney - Annual review of neuroscience, 2021 - annualreviews.org
Adaptive behavior in a complex, dynamic, and multisensory world poses some of the most
fundamental computational challenges for the brain, notably inference, decision-making …

Knowing how much you don't know: a neural organization of uncertainty estimates

DR Bach, RJ Dolan - Nature reviews neuroscience, 2012 - nature.com
How we estimate uncertainty is important in decision neuroscience and has wide-ranging
implications in basic and clinical neuroscience, from computational models of optimality to …

Suboptimality in perceptual decision making

D Rahnev, RN Denison - Behavioral and brain sciences, 2018 - cambridge.org
Human perceptual decisions are often described as optimal. Critics of this view have argued
that claims of optimality are overly flexible and lack explanatory power. Meanwhile …

Neural correlates of reliability-based cue weighting during multisensory integration

CR Fetsch, A Pouget, GC DeAngelis… - Nature neuroscience, 2012 - nature.com
Integration of multiple sensory cues is essential for precise and accurate perception and
behavioral performance, yet the reliability of sensory signals can vary across modalities and …

Dynamic reweighting of visual and vestibular cues during self-motion perception

CR Fetsch, AH Turner, GC DeAngelis… - Journal of …, 2009 - jneurosci.org
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 …

Bridging the gap between theories of sensory cue integration and the physiology of multisensory neurons

CR Fetsch, GC DeAngelis, DE Angelaki - Nature Reviews …, 2013 - nature.com
The richness of perceptual experience, as well as its usefulness for guiding behaviour,
depends on the synthesis of information across multiple senses. Recent decades have …

Organizing probabilistic models of perception

WJ Ma - Trends in cognitive sciences, 2012 - cell.com
Probability has played a central role in models of perception for more than a century, but a
look at probabilistic concepts in the literature raises many questions. Is being Bayesian the …

Cue combination in human spatial navigation

X Chen, TP McNamara, JW Kelly, T Wolbers - Cognitive Psychology, 2017 - Elsevier
This project investigated the ways in which visual cues and bodily cues from self-motion are
combined in spatial navigation. Participants completed a homing task in an immersive virtual …

Ageing and multisensory integration: A review of the evidence, and a computational perspective

SA Jones, U Noppeney - Cortex, 2021 - Elsevier
The processing of multisensory signals is crucial for effective interaction with the
environment, but our ability to perform this vital function changes as we age. In the first part …

Ideal-observer models of cue integration

MS Landy, MS Banks, DC Knill - Sensory cue integration, 2011 - books.google.com
People are constantly surrounded by sights, sounds, odors, and tactile stimuli, and they
combine these sensory cues into their percepts. We construct a coherent understanding of …