Dopamine gates prediction error forwarding in the cortices of the inferior colliculus
Valdes-Baizabal, C.; Guillermo, C. V.; Perez-Gonzalez, D.; Malmierca, M. S.
Show abstract
The predictive processing framework describes perception as a hierarchical predictive model of sensation. Higher-level neural structures constrain the processing at lower-level structures by suppressing synaptic activity induced by predictable sensory input. But when predictions fail, deviant input is forwarded bottom-up as prediction error to update the perceptual model. The earliest prediction error signals identified in the auditory pathway emerge from the nonlemniscal inferior colliculus (IC). The drive that these feedback signals exert on the perceptual model depends on their expected precision, which determines the postsynaptic gain applied in prediction error forwarding. Expected precision is theoretically encoded by the neuromodulatory (e.g., dopaminergic) systems. To test this empirically, we recorded extracellular responses from the rat nonlemniscal IC to oddball and cascade sequences before, during and after the microiontophoretic application of dopamine or eticlopride (a D2-like receptor antagonist). Hence, we studied dopaminergic modulation on the subcortical processing of unpredictable and predictable auditory changes. Results demonstrate that dopamine reduces the net neuronal responsiveness exclusively to unexpected input, without significantly altering the processing of expected auditory events at population level. We propose that, in natural conditions, dopaminergic projections from the thalamic subparafascicular nucleus to the nonlemniscal IC could serve as a precision-weighting mechanism mediated by D2-like receptors. Thereby, the levels of dopamine release in the nonlemniscal IC could modulate the early bottom-up flow of prediction error signals in the auditory system by encoding their expected precision.
Matching journals
The top 9 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- The effect of NMDA-R antagonist, MK-801, on Neuronal Mismatch along the Auditory Thalamocortical System 95%
- Optogenetic stimulation of the VTA modulates a frequency-specific gain of thalamocortical inputs in infragranular layers of the auditory cortex 94%
- Increased reliance on temporal coding when target sound is softer than the background 94%
Similar papers in this journal
- The cation channel mechanisms of subthreshold inward depolarizing currents in the VTA dopaminergic neurons and their roles in the chronic-stress-induced depression-like behavior 93%
- Representation of male features in the female mouse Accessory Olfactory Bulb, and their stability during the estrus cycle 93%
- All-trans retinoic acid induces synaptopodin-dependent metaplasticity in mouse dentate granule cells 93%
Similar papers in this journal
Similar papers in this journal
Similar papers in this journal
- Loss of cGMP-dependent protein kinase II alters ultrasonic vocalizations in mice, a model for speech impairment in human microdeletion 4q21 syndrome 91%
- The norepinephrine transporter regulates dopamine-dependent synaptic plasticity in the mouse dorsal hippocampus 90%
- Region-specific modulation and predictive potential of the oscillatory dynamics in an ex vivo model of ictogenesis in the CA1, CA3 and dentate gyrus 90%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.