Cross-situational learning of object-word mapping using Neural Modeling Fields.

José F Fontanari1, Vadim Tikhanoff, Angelo Cangelosi

  • 1Instituto de Física de São Carlos, Universidade de São Paulo, Caixa Postal 369, 13560-970 São Carlos, SP, Brazil. fontanari@ifsc.usp.br

Summary

This study demonstrates how Neural Modeling Fields (NMF) efficiently map object-words using cross-situational learning. The NMF mechanism successfully infers word meanings by filtering out incorrect associations, aiding computational linguistics and developmental psychology.

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