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Updated: May 6, 2026

Correlating Behavioral Responses to fMRI Signals from Human Prefrontal Cortex: Examining Cognitive Processes Using Task Analysis
Published on: June 20, 2012
Correlated variability and its attentional modulation depend on anatomical connectivity
Shraddha Shah1,2, Jacqueline Hembrook-Short3, Vanessa Mock4
1Neuroscience Graduate Program, University of Rochester, Rochester, NY 14627.
Attention reduces shared neural variability in the visual cortex, particularly in excitatory circuits. This effect depends on anatomical connectivity, highlighting its importance in visual processing.
Area of Science:
- Neuroscience
- Computational Neuroscience
- Visual Processing
Background:
- Shared variability among visual cortical neurons impacts perception.
- Attention's role in modulating this variability is complex and not fully understood.
- The influence of anatomical connectivity on shared variability remains largely untested.
Purpose of the Study:
- To investigate how anatomical connectivity influences shared spiking variability in the primary visual cortex (V1).
- To determine if attention modulates shared variability differently based on neuronal connection type (excitatory vs. inhibitory).
Main Methods:
- Simultaneous recording of neuronal activity in V1 of monkeys performing a visual attention task.
- Inference of anatomical connectivity using spiking cross-correlations.
- Analysis of spike count correlations under conditions of directed and undirected attention.
Main Results:
- Attention did not alter spike count correlations in unconnected V1 neuron pairs.
- Excitatory connected V1 neurons showed reduced spike count correlations with attention.
- Inhibitory connected V1 neurons exhibited high, attention-invariant spike count correlations.
- Correlated variability in excitatory circuits depended on neuronal contrast tuning.
Conclusions:
- Shared neural variability is dependent on the specific type of anatomical connectivity within neuronal circuits.
- Attention selectively reduces shared variability in excitatory circuits, even when overall effects in V1 are subtle.
- Anatomical connectivity is a critical factor in understanding attentional modulation of neural variability.
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