Grossberg S
Department of Cognitive and Neural Systems and Center for Adaptive Systems, Boston University, 677 Beacon Street, Boston, MA 02215, USA.
Neurosci Biobehav Rev. 2001 Aug;25(6):513-26. doi: 10.1016/s0149-7634(01)00030-6.
How do the laminar circuits of visual cortical areas V1 and V2 implement context-sensitive binding processes such as perceptual grouping and attention, and how do these circuits develop and learn in a stable way? Recent neural models clarify how preattentive and attentive perceptual mechanisms are intimately linked within the laminar circuits of visual cortex, notably how bottom-up, top-down, and horizontal cortical connections interact within the cortical layers. These laminar circuits allow the responses of visual cortical neurons to be influenced, not only by the stimuli within their classical receptive fields, but also by stimuli in the extra-classical surround. Such context-sensitive visual processing can greatly enhance the analysis of visual scenes, especially those containing targets that are low contrast, partially occluded, or crowded by distractors. Attentional enhancement can selectively propagate along groupings of both real and illusory contours, thereby showing how attention can selectively enhance object representations. Recent models explain how attention may have a stronger facilitatory effect on low contrast than on high contrast stimuli, and how pop-out from orientation contrast may occur. The specific functional roles which the model proposes for the cortical layers allow several testable neurophysiological predictions to be made. Model mechanisms clarify how intracortical and intercortical feedback help to stabilize cortical development and learning. Although feedback plays a key role, fast feedforward processing is possible in response to unambiguous information. Model circuits are capable of synchronizing quickly, but context-sensitive persistence of previous events can influence how synchrony develops.
视觉皮层区域V1和V2的层状回路是如何实现诸如知觉分组和注意力等上下文敏感的绑定过程的,以及这些回路是如何以稳定的方式发育和学习的?最近的神经模型阐明了前注意和注意的知觉机制是如何在视觉皮层的层状回路中紧密相连的,特别是自下而上、自上而下和水平皮层连接是如何在皮层各层内相互作用的。这些层状回路不仅使视觉皮层神经元的反应受到其经典感受野内刺激的影响,还受到超经典周边区域刺激的影响。这种上下文敏感的视觉处理可以极大地增强对视觉场景的分析,尤其是那些包含低对比度、部分遮挡或被干扰物拥挤的目标的场景。注意力增强可以沿着真实和虚幻轮廓的分组选择性地传播,从而显示出注意力如何选择性地增强物体表征。最近的模型解释了为什么注意力对低对比度刺激的促进作用可能比对高对比度刺激更强,以及如何从方向对比度中产生突现效应。该模型为皮层各层提出的特定功能作用使得可以做出几个可测试的神经生理学预测。模型机制阐明了皮层内和皮层间反馈如何有助于稳定皮层发育和学习。虽然反馈起着关键作用,但对明确信息的快速前馈处理也是可能的。模型回路能够快速同步,但先前事件的上下文敏感持续性会影响同步的发展方式。