Experience drives the development of novel, reliable cortical sensory representations from endogenously structured networks
Trägenap, S.; Whitney, D. E.; Fitzpatrick, D.; Kaschube, M.
Show abstract
The fundamental structure of cortical networks arises early in development prior to the onset of sensory experience. However, how endogenously generated networks respond to the onset of sensory experience, and how they form mature sensory representations with experience remains unclear. Here we examine this nature-nurture transform using in vivo calcium imaging in ferret visual cortex. At eye-opening, visual stimulation evokes robust patterns of cortical activity that are highly variable within and across trials, severely limiting stimulus discriminability. Initial evoked responses are distinct from spontaneous activity of the endogenous network. Visual experience drives the development of low-dimensional, reliable representations aligned with spontaneous activity. A computational model shows that alignment of novel visual inputs and recurrent cortical networks can account for the emergence of reliable visual representations. One sentence summaryThe reliability of cortical representations emerges from experience-driven reorganization of endogenous networks
Matching journals
The top 3 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Fast updating feedback from piriform cortex to the olfactory bulb relays multimodal reward contingency signals during rule-reversal 98%
- Cone Opponent Functional Domains in Primary Visual Cortex Combine Signals for Color Appearance Mechanisms 98%
- Multiplexed Subspaces Route Neural Activity Across Brain-wide Networks 98%
Similar papers in this journal
Similar papers in this journal
"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.