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Sequential sampling from memory underlies action selection during abstract decision-making

S. Shushruth, Ariel Zylberberg, Michael N. Shadlen

2022Current Biology41 citationsDOIOpen Access PDF

Abstract

The study of perceptual decision-making in monkeys has provided insights into the process by which sensory evidence is integrated toward a decision. When monkeys make decisions with the knowledge of the motor actions the decisions bear upon, the process of evidence integration is instantiated by neurons involved in the selection of said actions. It is less clear how monkeys make decisions when unaware of the actions required to communicate their choice-what we refer to as "abstract" decisions. We investigated this by training monkeys to associate the direction of motion of a noisy random-dot display with the color of two targets. Crucially, the targets were displayed at unpredictable locations after the motion stimulus was extinguished. We found that the monkeys postponed decision formation until the targets were revealed. Neurons in the parietal association area LIP represented the integration of evidence leading to a choice, but as the stimulus was no longer visible, the samples of evidence must have been retrieved from short-term memory. Our results imply that when decisions are temporally unyoked from the motor actions they bear upon, decision formation is protracted until they can be framed in terms of motor actions.

Topics & Concepts

BiologyAction selectionSelection (genetic algorithm)Action (physics)Sampling (signal processing)Sequential samplingComputational biologyCognitive scienceEvolutionary biologyNeuroscienceArtificial intelligenceStatisticsComputer sciencePhysicsPsychologyComputer visionPerceptionQuantum mechanicsSpatial distributionFilter (signal processing)MathematicsNeural and Behavioral Psychology StudiesHuman-Automation Interaction and SafetyDecision-Making and Behavioral Economics