Suboptimal human multisensory cue combination

Arnold, Derek H.; Petrie, Kirstie; Murray, Cailem; Johnston, Alan

Abstract

Information from different sensory modalities can interact, shaping what we think we have seen, heard, or otherwise perceived. Such interactions can enhance the precision of perceptual decisions, relative to those based on information from a single sensory modality. Several computational processes could account for such improvements. Slight improvements could arise if decisions are based on multiple independent sensory estimates, as opposed to just one. Still greater improvements could arise if initially independent estimates are summed to form a single integrated code. This hypothetical process has often been described as optimal when it results in bimodal performance consistent with a summation of unimodal estimates weighted in proportion to the precision of each initially independent sensory code. Here we examine cross-modal cue combination for audio-visual temporal rate and spatial location cues. While suggestive of a cross-modal encoding advantage, the degree of facilitation falls short of that predicted by a precision weighted summation process. These data accord with other published observations, and suggest that precision weighted combination is not a general property of human cross-modal perception.

Citation

Arnold, D. H., Petrie, K., Murray, C., & Johnston, A. (2019). Suboptimal human multisensory cue combination. Scientific Reports, 9(1), Article 5155. https://doi.org/10.1038/s41598-018-37888-7

• Journal Article Type: Article
• Acceptance Date: Nov 5, 2018
• Online Publication Date: Mar 26, 2019
• Publication Date: 2019-12
• Deposit Date: Mar 29, 2019
• Publicly Available Date: Mar 29, 2019
• Journal: Scientific Reports
• Electronic ISSN: 2045-2322
• Publisher: Nature Publishing Group
• Peer Reviewed: Peer Reviewed
• Volume: 9
• Issue: 1
• Article Number: 5155
• DOI: https://doi.org/10.1038/s41598-018-37888-7
• Keywords: Multidisciplinary
• Public URL: https://nottingham-repository.worktribe.com/output/1709684
• Publisher URL: https://www.nature.com/articles/s41598-018-37888-7