Knudstrup Scott G, Martinez Catalina, Gavornik Jeffrey P
Center for Systems Neuroscience, Department of Biology, Boston University, Boston, MA 02215.
Neurophotonics Center, Boston University, Boston, MA, 02215.
bioRxiv. 2024 Nov 13:2024.01.20.576433. doi: 10.1101/2024.01.20.576433.
The ability to recognize ordered event sequences is a fundamental component of sensory cognition and underlies the capacity to generate temporally specific expectations of future events based on previous experience. Various lines of evidence suggest that the primary visual cortex participates in some form of predictive processing, though many details remain ambiguous. Here we use two-photon calcium imaging in layer 2/3 (L2/3) of the mouse primary visual cortex (V1) to study changes in neural activity under a multi-day sequence learning paradigm with respect to prediction error responses, stimulus encoding, and time. We find increased neural activity at the time an expected, but omitted, stimulus would have occurred but no significant prediction error responses following an unexpected stimulus substitution. Sequence representations became sparser and less correlated with training, although these changes had no effect on decoding accuracy of stimulus identity or timing. Additionally, we find that experience modifies the temporal structure of stimulus responses to produce a bias towards predictive stimulus-locked activity. Finally, we observe significant temporal structure during intersequence rest periods that was largely unchanged by training.
识别有序事件序列的能力是感觉认知的一个基本组成部分,也是基于先前经验对未来事件产生时间上特定预期的能力的基础。各种证据表明,初级视觉皮层参与某种形式的预测处理,尽管许多细节仍不明确。在这里,我们使用双光子钙成像技术,在小鼠初级视觉皮层(V1)的第2/3层(L2/3)中,研究在多日序列学习范式下,神经活动在预测误差反应、刺激编码和时间方面的变化。我们发现在预期但被省略的刺激本应出现的时间点,神经活动增加,但在意外刺激替代后没有显著的预测误差反应。序列表征变得更加稀疏,与训练的相关性降低,尽管这些变化对刺激身份或时间的解码准确性没有影响。此外,我们发现经验会改变刺激反应的时间结构,从而产生对预测性刺激锁定活动的偏向。最后,我们观察到序列间休息期存在显著的时间结构,训练对此基本没有改变。