We used functional magnetic resonance imaging (fMRI) to measure activity in human early visual cortex (areas V1, V2 and V3) during a challenging contrast-detection task. Subjects attempted to detect the presence of slight contrast increments added to two kinds of background patterns. Behavioral responses were recorded so that the corresponding cortical activity could be grouped into the usual signal detection categories: hits, false alarms, misses and correct rejects. For both kinds of background patterns, the measured cortical activity was retinotopically specific. Hits and false alarms were associated with significantly more cortical activity than were correct rejects and misses. That false alarms evoked more activity than misses indicates that activity in early visual cortex corresponded to the subjects' percepts, rather than to the physically presented stimulus.For more than 30 years, psychophysical studies of visual pattern discrimination have paralleled research on the neurophysiological response properties of neurons in the visual cortex 1,2 . The prevailing view has been that psychophysical judgments about visual patterns are limited by neuronal signals in early visual cortical areas (such as primary visual cortex, V1). Signal detection theory has provided a theoretical framework for linking psychophysics and physiology. One testable property of this class of models of human pattern vision is that activity in early visual cortex should correspond to the subjects' percepts, even when those percepts are inaccurate.The relationship between psychophysics and neurophysiology, as predicted by signal detection theory, can be studied using a contrast detection task (Fig. 1). On each trial, subjects were presented with one of two stimuli, either a background pattern presented alone or the same background with a low-contrast target pattern superimposed on it. Subjects pressed a button to indicate whether they believed the target was present or absent. Logically, there are four possible outcomes on a given trial: hits, when the observer correctly responds 'yes' on a targetpresent trial; correct rejects, when the observer correctly responds 'no' on a target-absent trial; false alarms, when the observer erroneously responds 'yes' on a target-absent trial; and misses, when the observer erroneously responds 'no' on a target-present trial. Because nearly all neurons in early visual cortex increase their activity monotonically with contrast 2-4 , targetpresent stimuli will, on average, evoke slightly greater neuronal activity than will target-absent stimuli. Neuronal responses vary, however, from one trial to the next, even when physically identical stimuli are presented repeatedly 4-7 . This variability in neuronal responses implies that a target-present stimulus can sometimes evoke less activity than a target-absent stimulus (Fig. 1, overlap between the two probability distributions). According to a simple model of the
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