The emergence of a concept in shallow neural networks

Elena Agliari, Francesco Alemanno, Adriano Barra +1

We consider restricted Boltzmann machine (RBMs) trained over an unstructured dataset made of blurred copies of definite but unavailable ``archetypes'' and we show that there exists…