How is temporal information processed in human visual cortex? There is intense debate as to how sustained and transient temporal channels contribute to visual processing beyond V1.Using fMRI, we measured cortical responses to time-varying stimuli, then implemented a novel 2 temporal-channel encoding model to estimate the contributions of each channel. The model predicts cortical responses to time-varying stimuli from milliseconds to seconds and reveals that (i) lateral occipito-temporal regions and peripheral early visual cortex are dominated by transient responses, and (ii) ventral occipito-temporal regions and central early visual cortex are not only driven by both channels, but that transient responses exceed the sustained. These findings resolve an outstanding debate and elucidate temporal processing in human visual cortex.Importantly, this approach has vast implications because it can be applied with fMRI to decipher neural computations in millisecond resolution in any part of the brain.Keywords: fMRI, V1, V4, MT, extrastriate cortex, temporal channels, transient, sustained peer-reviewed) is the author/funder. All rights reserved. No reuse allowed without permission.The copyright holder for this preprint (which was not . http://dx.doi.org/10.1101/108985 doi: bioRxiv preprint first posted online Feb. 15, 2017; 2 How does the visual system process the temporal aspects of the visual input? In the retina 1 and LGN 2-4 temporal processing is thought to be mediated predominately by a magnocellular (M) pathway distinguished by its large transient responses 3, 4 and a parvocelluar (P) pathway which has larger sustained responses than the M pathway 3,4 (in addition to a smaller koniocelluar 5 pathway). While M and P pathways remain segregated up to striate cortex (V1), there is intense debate as to how these pathways contribute to visual processing in extrastriate cortex. The prevailing view suggests that the dorsal stream, particularly MT, is M dominated [6][7][8] , and the ventral stream, particularly V4, is P dominated [9][10][11] . However, an opposing view suggests that these pathways are not segregated in extrastriate cortex 5,8 as there is evidence for M and P contributions to both V4 5, 9 and MT 12, 13 .Since M and P pathways are associated with transient and sustained responses, respectively, these theories make predictions regarding temporal processing in human visual cortex. The prevailing view predicts that human MT complex (hMT+) will have large transient but small sustained responses, and conversely human V4 (hV4) will have large sustained but small transient responses. However, the opposing view predicts substantial transient and sustained responses in both hMT+ and hV4. While these predictions are derived from studies of the macaque brain, whether the same predictions can be made to the human brain is uncertain because the organization of human visual cortex differs from the macaque in three notable ways: (1) V4 and MT neighbor in the macaque brain, but hV4 and hMT+ are separated by ~3 cm ...