21 citations · 69 across the 17 of their papers we have counts for
3 papers · 1 filter
Unsupervised and Supervised learning by Dense Associative Memory under replica symmetry breaking
Linda Albanese, Andrea Alessandrelli, Alessia Annibale +1
Statistical mechanics of spin glasses is one of the main strands toward a comprehension of information processing by neural networks and learning machines. Tackling this approach,…
Parallel Learning by Multitasking Neural Networks
Elena Agliari, Andrea Alessandrelli, Adriano Barra +1
A modern challenge of Artificial Intelligence is learning multiple patterns at once (i.e.parallel learning). While this can not be accomplished by standard Hebbian associative neur…
About the de Almeida-Thouless line in neural networks
Linda Albanese, Andrea Alessandrelli, Adriano Barra +1
In this work we present a rigorous and straightforward method to detect the onset of the instability of replica-symmetric theories in information processing systems, which does not…