학술논문

Temporal, Environmental, and Social Constraints of Word-Referent Learning in Young Infants: A Neurorobotic Model of Multimodal Habituation
Document Type
Periodical
Source
IEEE Transactions on Autonomous Mental Development IEEE Trans. Auton. Mental Dev. Autonomous Mental Development, IEEE Transactions on. 3(2):129-145 Jun, 2011
Subject
Computing and Processing
Signal Processing and Analysis
Neurons
Visualization
Computational modeling
Pediatrics
Integrated circuit modeling
Brain modeling
Biological system modeling
Artificial intelligence
cognitive science
developmental robotics
embodied cognition
neural model
Language
ISSN
1943-0604
1943-0612
Abstract
Infants are able to adaptively associate auditory stimuli with visual stimuli even in their first year of life, as demonstrated by multimodal habituation studies. Different from language acquisition during later developmental stages, this adaptive learning in young infants is temporary and still very much stimulus-driven. Hence, temporal aspects of environmental and social factors figure crucially in the formation of prelexical multimodal associations. Study of these associations can offer important clues regarding how semantics are bootstrapped in real-world embodied infants. In this paper, we present a neuroanatomically based embodied computational model of multimodal habituation to explore the temporal and social constraints on the learning observed in very young infants. In particular, the model is able to explain empirical results showing that auditory word stimuli must be presented synchronously with visual stimulus movement for the two to be associated.