A biologically inspired neurocomputational model for audiovisual integration and causal inference
Recently, experimental and theoretical research has focused on the brain's abilities to
extract information from a noisy sensory environment and how cross‐modal inputs are …
extract information from a noisy sensory environment and how cross‐modal inputs are …
[HTML][HTML] Development of a Bayesian estimator for audio-visual integration: a neurocomputational study
M Ursino, A Crisafulli, G Di Pellegrino… - Frontiers in …, 2017 - frontiersin.org
The brain integrates information from different sensory modalities to generate a coherent
and accurate percept of external events. Several experimental studies suggest that this …
and accurate percept of external events. Several experimental studies suggest that this …
Bayesian inference explains perception of unity and ventriloquism aftereffect: identification of common sources of audiovisual stimuli
Y Sato, T Toyoizumi, K Aihara - Neural computation, 2007 - direct.mit.edu
We study a computational model of audiovisual integration by setting a Bayesian observer
that localizes visual and auditory stimuli without presuming the binding of audiovisual …
that localizes visual and auditory stimuli without presuming the binding of audiovisual …
[HTML][HTML] Multisensory causal inference in the brain
At any given moment, our brain processes multiple inputs from its different sensory
modalities (vision, hearing, touch, etc.). In deciphering this array of sensory information, the …
modalities (vision, hearing, touch, etc.). In deciphering this array of sensory information, the …
Multisensory bayesian inference depends on synapse maturation during training: Theoretical analysis and neural modeling implementation
Recent theoretical and experimental studies suggest that in multisensory conditions, the
brain performs a near-optimal Bayesian estimate of external events, giving more weight to …
brain performs a near-optimal Bayesian estimate of external events, giving more weight to …
[HTML][HTML] Causal inference regulates audiovisual spatial recalibration via its influence on audiovisual perception
To obtain a coherent perception of the world, our senses need to be in alignment. When we
encounter misaligned cues from two sensory modalities, the brain must infer which cue is …
encounter misaligned cues from two sensory modalities, the brain must infer which cue is …
[HTML][HTML] Distinct mechanism of audiovisual integration with informative and uninformative sound in a visual detection task: a DCM study
Q Li, Y Xi, M Zhang, L Liu, X Tang - Frontiers in Computational …, 2019 - frontiersin.org
Previous studies have shown that task-irrelevant auditory information can provide temporal
clues for the detection of visual targets and improve visual perception; such sounds are …
clues for the detection of visual targets and improve visual perception; such sounds are …
Neurocomputational approaches to modelling multisensory integration in the brain: a review
The Brain's ability to integrate information from different modalities (multisensory integration)
is fundamental for accurate sensory experience and efficient interaction with the …
is fundamental for accurate sensory experience and efficient interaction with the …
Causal inference and temporal predictions in audiovisual perception of speech and music
U Noppeney, HL Lee - Annals of the New York Academy of …, 2018 - Wiley Online Library
To form a coherent percept of the environment, the brain must integrate sensory signals
emanating from a common source but segregate those from different sources. Temporal …
emanating from a common source but segregate those from different sources. Temporal …
Multisensory neural processing: from cue integration to causal inference
RL French, GC DeAngelis - Current Opinion in Physiology, 2020 - Elsevier
Neurophysiological studies of multisensory processing have largely focused on how the
brain integrates information from different sensory modalities to form a coherent percept …
brain integrates information from different sensory modalities to form a coherent percept …