bioRxivNeurosciencePreprint
Cortex-Wide Preservation of Multi-Stimulus Information across Degrees of Network Synchronization
Silviu‐Vasile BodeaiD, Rodrigo González Laiz, Rhîannan H. WilliamsiD, Mariia GladkovaiD, Dominik Thalmeier, Bastian RieckiD, Felix SigmundiD, Marie PiraudiD, Afra M. Wohlschläger, Dominik JüsteliD, Albrecht StrohiD, Steffen SchneideriD, Gil G. WestmeyeriD
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Abstract
Sensory-evoked cortical responses vary with global network dynamics, yet the link between cortical state and stimulus processing remains unclear. Here, we introduce a paradigm that jointly decodes stimulus identity and network state from wide-field calcium imaging in mice undergoing multisensory and optogenetic stimulation across isoflurane-induced transitions from compartmentalized to synchronized activity. Effective dimensionality, a summary measure of network complexity, correlated well with anesthesia depth, while non-linear contrastive learning achieved >97% stimulus decoding accuracy across all states. Individual cortical regions maintained [≥]82.5% accuracy even during deep anesthesia with prominent slow waves. Preservation of stimulus-specific information extended throughout the cortex, demonstrating that distinct representations remain decodable within synchronized networks. Direct optogenetic cortical stimulation exhibited state-invariant decoding performance, contrasting with anesthesia-dependent decline observed for sensory stimuli. Multi-stimulus cortical representations remain decodable across varying levels of network synchronization, with implications for brain-machine interfaces and clinical tools that assess preserved cortical responsiveness under variable arousal conditions.
- organism: mouse
- assay: imaging
- research focus: cell type annotation
- research focus: dimensionality reduction
- approach: contrastive learning
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