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The neural basis of cognitive development: a constructivist manifesto
1Computational Neurobiology Laboratory, Salk Institute for Biological Studies, La Jolla, CA 92037, USA. steve@salk.edu www.cnl.salk.edu/cnl
The Behavioral and Brain Sciences
|March 31, 1999
Summary
Neural constructivism explains how minds emerge from brains. It proposes that the brain
Area of Science:
- Neuroscience
- Developmental Biology
- Cognitive Science
Background:
- The origin of representational features in the cortex remains a key question in neuroscience.
- Existing selectionist models often emphasize regressive mechanisms in neural development.
Purpose of the Study:
- To present and support the theory of neural constructivism.
- To contrast neural constructivism with selectionist models.
- To explore the implications of neural constructivism for understanding cortical evolution and development.
Main Methods:
- Review of neurobiological evidence.
- Theoretical analysis of learning mechanisms.
- Comparison with classical learnability theory.
Main Results:
- Neurobiological evidence supports a progressive increase in cortical representational properties.
- Constructive learning, driven by environmental interaction, minimizes prespecification.
- The developing cerebral cortex largely lacks domain-specific structure, with properties shaped by the problem domain.
Conclusions:
- Neural constructivism offers a framework for understanding how minds emerge from developing brains.
- Cortical evolution represents a move towards flexible representational structures, not just specialized circuits.
- Extended human cortical development maximizes environmental influence through constructive learning.