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On the dimensionality of behavior

William Bialek

2022Proceedings of the National Academy of Sciences59 citationsDOIOpen Access PDF

Abstract

Significance How do we characterize animal behavior? Psychophysics started with human behavior in the laboratory, and focused on simple contexts, such as the decision among just a few alternative actions in response to sensory inputs. In contrast, ethology focused on animal behavior in the natural environment, emphasizing that evolution selects potentially complex behaviors that are useful in specific contexts. New experimental methods now make it possible to monitor animal and human behaviors in vastly greater detail. This “physics of behavior” holds the promise of combining the psychophysicist’s quantitative approach with the ethologist’s appreciation of natural context. One question surrounding this growing body of data concerns the dimensionality of behavior. Here I try to give this concept a precise definition.

Topics & Concepts

EthologyAnimal behaviorPsychophysicsNatural (archaeology)Context (archaeology)Curse of dimensionalityCognitive scienceCognitive psychologyPsychologyContrast (vision)Computer scienceAnimal cognitionAnimal speciesSimple (philosophy)Artificial intelligenceEpistemologyEcologyCognitionNeurosciencePerceptionBiologyZoologyPaleontologyPhilosophyNeural dynamics and brain functionGene Regulatory Network AnalysisEcosystem dynamics and resilience