Modeling cognitive processes within a creative problem-solving task: from symbolic to neuro-symbolic approaches in computational learning sciences

C Mercier - 2024 - theses.hal.science
Integrating transversal skills such as creativity, problem solving and computational thinking,
into the primary and secondary curricula is a key challenge in today's educational field. We …

DBA and K-means clustering: Explainability problems for research on behaviors and strategies

A Palaude, T Viéville - 2023 - inria.hal.science
Studying creative problem solving (CPS) activities can enrich our understanding of human
learning by facilitating the observation of behaviors related to realistic situations of complex …

[PDF][PDF] Algorithmic ersatz for VSA: Macroscopic simulation of Vector Symbolic Architecture

C Mercier, T Viéville - neurosymbolic-ai-journal.com
Spiking neuronal networks are biologically plausible implementations of brain circuit
computations, meaning that they can provide a way to manipulate symbols embedded as …