200 citations · 635 across the 18 of their papers we have counts for
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cond-mat.dis-nn2022★ 1 cited
Network Hierarchy and Pattern Recovery in Directed Sparse Hopfield Networks
Niall Rodgers, Peter Tino, Samuel Johnson
Many real-world networks are directed, sparse and hierarchical, with a mixture of feed-forward and feedback connections with respect to the hierarchy. Moreover, a small number of '…
cond-mat.dis-nn2010★ 44 cited
Enhancing neural-network performance via assortativity
Sebastiano de Franciscis, Samuel Johnson, Joaquín J. Torres
The performance of attractor neural networks has been shown to depend crucially on the heterogeneity of the underlying topology. We take this analysis a step further by examining t…