This contribution is part of the special series of Inaugural Articles by members of the National Academy of Sciences elected on April 30, 2002.Contributed by David W. McLaughlin, November 2, 2005 Our large-scale computational model of the primary visual cortex that incorporates orientation-specific, long-range couplings with slow NMDA conductances operates in a fluctuating dynamic state of intermittent desuppression (IDS), which captures the behavior of coherent spontaneous cortical activity, as revealed by in vivo optical imaging based on voltage-sensitive dyes. Here, we address the functional significance of the IDS cortical operating points by investigating our model cortex response to the Hikosaka linemotion illusion (LMI) stimulus-a cue of a quickly flashed stationary square followed a few milliseconds later by a stationary bar. As revealed by voltage-sensitive dye imaging, there is an intriguing similarity between the cortical spatiotemporal activity in response to (i) the Hikosaka LMI stimulus and (ii) a small moving square. This similarity is believed to be associated with the preattentive illusory motion perception. Our numerical cortex produces similar spatiotemporal patterns in response to the two stimuli above, which are both in very good agreement with experimental results. The essential network mechanisms underpinning the LMI phenomenon in our model are (i) the spatiotemporal structure of the LMI input as sculpted by the lateral geniculate nucleus, (ii) a priming effect of the long-range NMDA-type cortical coupling, and (iii) the NMDA conductance-voltage correlation manifested in the IDS state. This mechanism in our model cortex, in turn, suggests a physiological underpinning for the LMI-associated patterns in the visual cortex of anaesthetized cat.cortical architecture ͉ cortical operating point ͉ lateral connections A lthough it is an age-old wisdom, our perception of the world is clearly a partial reflection of our own state of mind. Recent advances in large-scale and multimode experimental methods in neuroscience, such as in vivo optical imaging based on voltage-sensitive dyes (VSD), have produced highly resolved, beautiful spatiotemporal images of intrinsic cortical states, and they have afforded us a glimpse, however fleeting, into the inner workings of the brain. Armed with the plethora of data accumulated over the last few decades about the primary visual cortex (V1), it is now possible to begin to address fundamental questions, such as how incoming visual information might be affected by intrinsic cortical states, leading to perception or illusory perception.The intrinsic spontaneous ongoing spatiotemporal activity of V1 as revealed by VSD imaging exhibits intricate coherent behavior, not that of unstructured homogeneous noise (1-3). Cortical regions separated by up to 4 mm can exhibit correlated patterns, which are observed to drift with the characteristic time scale Ϸ80 ms. Intriguingly, these fluctuating spontaneous patterns often resemble patterns of cortical activity that are evoke...