Rational inattention in mice
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Summary
It is found that mice act as rational-inattentive agents by adaptively allocating their sensory resources in a way that maximizes reward consumption in novel stimulus-reward association environments.
- Type
- preprint
- Published
- 2021-05-27
- Cited by
- 20
- References
- 121
- Access
- Open access
- OpenAlex
- https://openalex.org/W3164149443
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:235244216
Keywords
Cognitive psychology, Reinforcement learning, Perception, Psychology, Normalization (sociology)
References
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- Learning Enhances Sensory and Multiple Non-sensory Representations in Primary Visual Cortex
- Noradrenaline and Dopamine Neurons in the Reward/Effort Trade-Off: A Direct Electrophysiological Comparison in Behaving Monkeys
- Practising orientation identification improves orientation coding in V1 neurons
- Implications of rational inattention
- Bayesian integration in sensorimotor learning
- Energy limitation as a selective pressure on the evolution of sensory systems
- Normalization as a canonical neural computation
- Brain states: top-down influences in sensory processing.
- Efficient Sensory Encoding and Bayesian Inference with Heterogeneous Neural Populations
- Multidimensional scaling: I. Theory and method
- Rats and Humans Can Optimally Accumulate Evidence for Decision-Making
- Probing perceptual decisions in rodents
- Costly Information Acquisition: Experimental Analysis of a Boundedly Rational Model
- Visual Receptive Field Properties of Neurons in the Superficial Superior Colliculus of the Mouse
- Rational regulation of learning dynamics by pupil–linked arousal systems
- CONTROL OF VISUAL CORTICAL SIGNALS BY PREFRONTAL DOPAMINE
- Neural oscillations and synchronization differentially support evidence accumulation in perceptual and value-based decision making.
Cited by
- Reward is enough
- Sources of confidence in value-based choice
- Distributed context-dependent choice information in mouse posterior cortex
- Strategic stabilization of arousal boosts sustained attention
- Sensorimotor Interaction Against Trauma
- Mental control of uncertainty
- Sensory perception relies on fitness-maximizing codes
- Barriers and Solutions to the Adoption of Translational Tools for Computational Psychiatry
- Exploring the bounded rationality in human decision anomalies through an assemblable computational framework
- Functional balance at rest of hemispheric homologs assessed via normalized compression distance
- Rationality, preferences, and emotions with biological constraints: it all starts from our senses.
- The online metacognitive control of decisions
- Resource-rational psychopathology
- Principles of frugal inference and control
- Neurobehavioral meaning of pupil size.
- Mechanical problem solving in mice
- Rational inattention in neural coding for economic choice
- Efficient numerosity estimation under limited time
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