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Updated: Jul 6, 2025

Cross-Modal Multivariate Pattern Analysis
Published on: November 9, 2011
Behavior-relevant top-down cross-modal predictions in mouse neocortex
Shuting Han1, Fritjof Helmchen2,3,4
1Brain Research Institute, University of Zurich, Zurich, Switzerland. han@hifo.uzh.ch.
Abstract:
Animals adapt to a constantly changing world by predicting their environment and the consequences of their actions. The predictive coding hypothesis proposes that the brain generates predictions and continuously compares them with sensory inputs to guide behavior. However, how the brain reconciles conflicting top-down predictions and bottom-up sensory information remains unclear. To address this question, we simultaneously imaged neuronal populations in the mouse somatosensory barrel cortex and posterior parietal cortex during an auditory-cued texture discrimination task. In mice that had learned the task with fixed tone-texture matching, the presentation of mismatched pairing induced conflicts between tone-based texture predictions and actual texture inputs. When decisions were based on the predicted rather than the actual texture, top-down information flow was dominant and texture representations in both areas were modified, whereas dominant bottom-up information flow led to correct representations and behavioral choice. Our findings provide evidence for hierarchical predictive coding in the mouse neocortex.
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