Reverse inference is not a fallacy per se: Cognitive processes can be inferred from functional imaging data

► A revised formulation of reverse inference is provided. ► Predictive power of reverse inference can even be “decisive”. ► Functional specificity of brain region is not a prerequisite for reverse inference. ► Reverse inference needs to be conditioned on task-setting. ► Example estimation reveals that reverse inference is not a fallacy per se.