The Number That Wasn't There: Toward a New Cognitive Ecology of Dyscalculia

Developmental dyscalculia is generally recognized as a challenge in learning or processing numerical information, often associated with weaknesses in working memory or symbolic representation. This article introduces a more comprehensive and integrative perspective: examining dyscalculia through the framework of predictive processing (PP), which conceptualizes the brain as a system that continuously anticipates and refines its internal models to minimize unexpected outcomes. We investigate how dyscalculia may arise not solely from specific impairments, but from more profound disruptions in the brain's ability to allocate attention, formulate abstractions, and condense experiences into numerical representations. By integrating concepts from cognitive science, philosophy, deep learning, and anthropology, we analyze the difficulties faced by children with dyscalculia in establishing reliable predictive models of numbers, time, and quantity. Their challenges do not indicate a deficiency in intelligence, but rather a dissonance between conventional mathematics education and their brain's distinctive method of interpreting the world. By synthesizing insights from Piaget, game theory, category theory, and cultural numerical systems, we propose innovative, adaptable strategies for mathematical education. These strategies encompass embodied, metaphor-driven, rhythmic, and game-like methods that honor the variety of cognitive styles. Instead of compelling all children to conform to a singular mathematical paradigm, we advocate for a pluralistic and predictive approach to numbers that can accommodate dyscalculic learners at their current level and facilitate their growth from that point.

کلیدواژه ها:

Predictive Processing ، Dyscalculia ، Deep Learning and Attention ، Embodied Cognition ، Neurodiversity