Salazar Rodrigo F, Kayser Christoph, König Peter
Institute of Neuroinformatics, University of Zurich and Swiss Federal Institute of Technology, CH-8057 Zurich, Switzerland.
J Neurosci. 2004 Feb 18;24(7):1627-36. doi: 10.1523/JNEUROSCI.3200-03.2004.
The effects of behavioral training on early visual representations have been elusive when assessed with firing rates. Learning-induced changes in performance, however, suggest that representations should encompass early cortical stages. Here, we address the question of whether training-induced effects are pertinent to neuronal activity outside the task proper, which is a requirement if subsequent perceptional processes should profit from training. To search for a neuronal signature of training effects beyond firing rates, we measured local field potentials, multiunit and isolated spike activity during passive viewing of previously learned stimulus response associations (S+ and S-) in areas 17/18 and 21a of two alert cats. Evoked potential responses as well as gamma oscillations even during the first 200 msec were found to be stronger for S+ in both areas. Most importantly, the later parts of the response (>200 msec) not only exhibit a highly significant difference in coherent gamma oscillations for S+ and S- both within and across areas, but are also characterized by a pronounced preference in firing rate for S+ in area 21a, whereas primary cortex shows a nonsignificant trend for weaker spike responses. From these results, we conclude that training-induced plasticity occurs in adult visual cortex for behaviorally relevant stimuli by changing primarily the temporal structure of neuronal activity at early stages of cortical processing, whereas later stages of cortical processing express the increased coherence of their input in elevated firing rates.
当用放电率来评估时,行为训练对早期视觉表征的影响一直难以捉摸。然而,学习引起的行为表现变化表明,表征应该涵盖早期皮层阶段。在这里,我们探讨训练诱导效应是否与任务本身之外的神经元活动相关的问题,如果后续的感知过程要从训练中获益,这是一个必要条件。为了寻找超出放电率的训练效应的神经元特征,我们在两只警觉猫的17/18区和21a区被动观察先前学习的刺激-反应关联(S+和S-)时,测量了局部场电位、多单元和单个神经元的放电活动。发现在这两个区域中,对于S+,即使在最初的200毫秒内,诱发电位反应以及伽马振荡都更强。最重要的是,反应的后期部分(>200毫秒)不仅在区域内和区域间对于S+和S-的相干伽马振荡表现出高度显著的差异,而且在21a区的放电率上也表现出对S+的明显偏好,而初级皮层则表现出较弱的尖峰反应的不显著趋势。从这些结果中,我们得出结论,训练诱导的可塑性在成年视觉皮层中发生于与行为相关的刺激,主要是通过改变皮层处理早期阶段神经元活动的时间结构,而皮层处理的后期阶段则通过提高放电率来表达其输入的增强相干性。