Speed Perception and the Brain

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The cortical pathway responsible for motion processing is relatively well defined (see e.g. Britten, 2003 for review). However, an understanding of the precise mechanisms involved in encoding the speed of a moving image has proven evasive. A variety of models have been proposed, including labelled line, ratio and Bayesian models (e.g. Priebe & Lisberger, 2004; Smith & Edgar, 1994; Thompson, Brooks, & Hammett, 2006; Hammett, Champion, Thompson, & Morland, 2007; Stocker & Simoncelli, 2006; Langley & Anderson, 2007) but there is still no clear, agreed picture of exactly where in the pathway speed-tuning arises, nor how it is achieved. The location of an unambiguous speed signal is not only of anatomical interest but is likely to constrain models of how the spatio-temporally separable signals generated in the retina are transformed to provide behaviourally relevant cues to speed. Unfortunately previous attempts to determine the locus of speed encoding using both electrophysiological and imaging techniques have yielded inconclusive results.

There is considerable electrophysiological evidence to suggest that the early stages of visual processing are mediated by neurones whose responses are spatio-temporally separable (e.g. Tolhurst & Movshon, 1975; Foster, Gaska, Nagler & Pollen, 1985). Such neurones are tuned for limited ranges of spatial and temporal frequency and thus do not provide an unambiguous code for speed. More recent evidence of the speed tuning of many neurones in MT (e.g. Perrone & Thiele, 2001) and a direct link between their activity and speed perception (e.g. Rudolph & Pasternak, 1999; Liu & Newsome, 2005) raises the possibility that an explicit code for speed may be extracted from early spatially and temporally ...

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... response. The expectation of such a coupling, at least in MT, seems reasonable in light of evidence (Liu & Newsome, 2005) that individual neurons in MT play a direct role in speed perception. Thus examining the effect of a stimulus attribute that is known to affect perceived speed on BOLD responses may render a clearer picture of how and where cortical speed encoding occurs.

Recently, Hammett et al. (2007) have shown that perceived speed is modulated by mean luminance such that low luminance stimuli appear significantly faster at high speeds. Any coupling of the BOLD response to perceived speed should therefore be manifested by systematic differences in areas that encode speed. We have therefore measured the BOLD response to drifting sinusoidal gratings at a range of speeds and at two luminance levels above the scotopic range, in areas from the LGN to MST.

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