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Updated: Jul 20, 2025

Quantifying Learning in Young Infants: Tracking Leg Actions During a Discovery-learning Task
Published on: June 1, 2015
Generating variability from motor primitives during infant locomotor development
Elodie Hinnekens1,2, Marianne Barbu-Roth3, Manh-Cuong Do1,2
1Université Paris-Saclay, CIAMS, Orsay, France.
Newborn infants explore movement through variable activation of basic motor patterns. This variability decreases as they develop more consistent muscle activation for walking.
Area of Science:
- Developmental neuroscience
- Motor control
- Computational neuroscience
Background:
- Motor variability is crucial for motor learning and exploration in developing systems.
- Human infant leg movements are based on fundamental coordination patterns known as locomotor primitives.
- The emergence and developmental trajectory of motor variability from these primitives are not well understood.
Purpose of the Study:
- To investigate how motor variability changes during early human development, from birth to walking onset.
- To determine the relationship between motor primitives and trial-to-trial variability in infant leg movements.
- To understand the developmental mechanisms underlying motor exploration and learning.
Main Methods:
- Longitudinal study of 18 infants from birth (~4 days) to walking onset (~14 months).
- Recorded leg muscle activity during locomotor or rhythmic movements across 2-3 time points.
- Applied unsupervised machine learning to analyze the structure of trial-to-trial motor variability.
Main Results:
- The structure of motor variability significantly changes during early development.
- Neonatal infants exhibit maximal motor variability by variably activating a minimal set of motor primitives.
- Toddlers show reduced variability with more consistent activation of an expanded set of primitives.
Conclusions:
- Human neonates utilize variable activation of basic locomotor primitives for early motor exploration.
- Motor development involves a transition from high variability in early activation to more regular, fractionated primitive activation.
- This developmental shift underlies the refinement of motor control leading to independent walking.
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