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The effect of spatial attention on contrast response functions in human visual cortex
Giedrius T Buracas1, Geoffrey M Boynton
1The Salk Institute, La Jolla, California 92037, USA.
Spatial attention
Area of Science:
- Neuroscience
- Cognitive Neuroscience
- Visual Neuroscience
Background:
- Previous electrophysiology studies suggest spatial attention modulates neuronal firing based on stimulus contrast.
- Models like multiplicative gain or contrast-gain have been proposed to explain this interaction.
- However, these models may not fully capture attention's effect on population-level signals.
Purpose of the Study:
- To investigate the effect of spatial attention on contrast responses in human visual cortex using functional MRI (fMRI).
- To determine if attentional modulation of the blood oxygenation level-dependent (BOLD) signal varies with stimulus contrast.
- To compare the fit of additive, multiplicative, and contrast-gain models to observed BOLD responses.
Main Methods:
- Functional magnetic resonance imaging (fMRI) was used to measure brain activity in human participants.
- Participants performed a task involving spatial attention and stimuli of varying contrast.
- BOLD responses in visual areas V1, V2, V3, and MT+ were analyzed.
Main Results:
- Attentional modulation of BOLD responses in visual areas V1, V2, V3, and MT+ showed minimal dependence on stimulus contrast.
- An additive model provided a better description of attentional modulations in V1 compared to multiplicative or contrast-gain models.
- This finding contrasts with previous electrophysiology data on single neuronal firing.
Conclusions:
- The BOLD signal modulation by spatial attention in human visual cortex is largely contrast-invariant.
- An additive model best explains attentional effects on BOLD responses in V1.
- Discrepancies with electrophysiology data highlight the complexity of inferring population-level BOLD signals from single-unit activity.
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