A biologically inspired neurocomputational model for audiovisual integration and causal inference

Multisensory Bayesian Inference Depends on Synapse Maturation during Training: Theoretical Analysis and Neural Modeling Implementation

(2017) Mauro Ursino et al.   NEURAL COMPUTATION

Decentralized Multisensory Information Integration in Neural Systems

(2016) W.-h. Zhang et al.   JOURNAL OF NEUROSCIENCE

Cross-Modality Sharpening of Visual Cortical Processing through Layer-1-Mediated Inhibition and Disinhibition

(2016) Leena A. Ibrahim et al.   NEURON

Correlation detection as a general mechanism for multisensory integration

(2016) Cesare V. Parise et al.   Nature Communications

Sensory reliability shapes perceptual inference via two mechanisms

(2015) Tim Rohe et al.   JOURNAL OF VISION

A neural network for learning the meaning of objects and words from a featural representation

(2015) Mauro Ursino et al.   NEURAL NETWORKS

Cortical Hierarchies Perform Bayesian Causal Inference in Multisensory Perception

(2015) Tim Rohe et al.   PLOS BIOLOGY

Biases in Visual, Auditory, and Audiovisual Perception of Space

(2015) Brian Odegaard et al.   PLoS Computational Biology

Perception of Body Ownership Is Driven by Bayesian Sensory Inference

(2015) Majed Samad et al.   PLoS One

Neurocomputational approaches to modelling multisensory integration in the brain: A review

(2014) Mauro Ursino et al.   NEURAL NETWORKS

A neurocomputational analysis of the sound-induced flash illusion

(2014) Cristiano Cuppini et al.   NEUROIMAGE

Probabilistic brains: knowns and unknowns

(2013) Alexandre Pouget et al.   NATURE NEUROSCIENCE

Recurrent network for multisensory integration-identification of common sources of audiovisual stimuli

(2013) Itsuki Yamashita et al.   Frontiers in Computational Neuroscience

A Neural Network Model Can Explain Ventriloquism Aftereffect and Its Generalization across Sound Frequencies

(2013) Elisa Magosso et al.   Biomed Research International

Towards a Neural Implementation of Causal Inference in Cue Combination

(2013) Wei Ji Ma et al.   Multisensory Research

Sound-Driven Synaptic Inhibition in Primary Visual Cortex

(2012) Giuliano Iurilli et al.   NEURON

A Neural Network Model of Ventriloquism Effect and Aftereffect

(2012) Elisa Magosso et al.   PLoS One

Neural correlates of reliability-based cue weighting during multisensory integration

(2011) Christopher R Fetsch et al.   NATURE NEUROSCIENCE

Causal inference in perception

(2010) Ladan Shams et al.   TRENDS IN COGNITIVE SCIENCES

Probability Matching as a Computational Strategy Used in Perception

(2010) David R. Wozny et al.   PLoS Computational Biology

Visual influences on ferret auditory cortex

(2009) Jennifer K. Bizley et al.   HEARING RESEARCH

Interactions of auditory and visual stimuli in space and time

(2009) Gregg H. Recanzone   HEARING RESEARCH

Neuronal mechanisms, response dynamics and perceptual functions of multisensory interactions in auditory cortex

(2009) Gabriella Musacchia et al.   HEARING RESEARCH

Recognition of Abstract Objects Via Neural Oscillators: Interaction Among Topological Organization, Associative Memory and Gamma Band Synchronization

(2009) M. Ursino et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Dual Neural Routing of Visual Facilitation in Speech Processing

(2009) L. H. Arnal et al.   JOURNAL OF NEUROSCIENCE

Visual–auditory spatial processing in auditory cortical neurons

(2008) Jennifer K. Bizley et al.   BRAIN RESEARCH

Human trimodal perception follows optimal statistical inference

(2008) David R. Wozny et al.   JOURNAL OF VISION

Multisensory Integration in Macaque Visual Cortex Depends on Cue Reliability

(2008) Michael L. Morgan et al.   NEURON