Coherent cortical representations develop after experience via feedforward-recurrent circuit alignment.

Augusto Abel Lempel, Sigrid Trägenap, Clara Tepohl, Matthias Kaschube, David Fitzpatrick
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Abstract

Sensory cortical areas guide behavior by transforming stimulus-driven inputs into selective responses representing relevant features. A classic example is the representation of edge orientations in the visual cortex 1-4 , where layer 4 (L4) neurons co-activated by an orientation provide feedforward inputs to specific functional modules in layer 2/3 (L2/3) that share strong recurrent connections 5-7 . The aligned state of feedforward-recurrent interactions is critical for amplifying selective cortical responses 8-12 , but how it develops remains unclear. Using simultaneous electrophysiology and calcium imaging in visually naïve animals we find that coactivity of L4 neurons and L2/3 modular responses elicited by oriented gratings lacks the tight relationship to orientation preference found in experienced animals. One factor that could contribute to the lack of functionally specific coactivity is high variability in naïve L4 neuron responses that decreases significantly following experience. But a computational model of feedforward-recurrent interaction suggests that high variability alone is insufficient to explain the naïve state and provides a biological signature of feedforward-recurrent misalignment that we confirm with whole-cell recordings: dynamic changes in orientation tuning of L2/3 subthreshold responses shortly after stimulus onset. In conclusion, we provide diverse evidence for a realignment of feedforward-recurrent interactions following experience that is critical for building reliable sensory representations with interlaminar temporal coherence.

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在经历后,通过前馈-循环回路排列形成连贯的皮层表征。
感觉皮质区通过将刺激驱动的输入转化为代表相关特征的选择性反应来指导行为。一个经典的例子是视觉皮层1-4中边缘方向的表征,其中第4层(L4)神经元被方向共同激活,为第2/3层(L2/3)中的特定功能模块提供前馈输入,这些模块共享强循环连接5-7。前馈-循环相互作用的对齐状态对于放大选择性皮质反应至关重要8-12,但其如何发展尚不清楚。通过对视觉动物naïve的同步电生理和钙成像,我们发现定向光栅引发的L4神经元和L2/3模块反应的协同性缺乏与经验动物的定向偏好的紧密关系。可能导致功能特异性协同性缺乏的一个因素是naïve L4神经元反应的高度可变性,这种反应在经历后显着降低。但是,前馈-循环相互作用的计算模型表明,仅靠高可变性不足以解释naïve状态,并提供了我们用全细胞记录证实的前馈-循环失调的生物学特征:在刺激开始后不久,L2/3阈下反应的方向调整发生了动态变化。总之,我们为前馈-周期性相互作用的重新调整提供了多种证据,这对于建立具有层间时间一致性的可靠感觉表征至关重要。
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