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20122023
most citedInference of Time-Evolving Coupled Dynamical Systems in the Presence of Noise

159 citations · 308 across the 9 of their papers we have counts for

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cs.NE2023

Beyond Multilayer Perceptrons: Investigating Complex Topologies in Neural Networks

Tommaso Boccato, Matteo Ferrante, Andrea Duggento +1

In this study, we explore the impact of network topology on the approximation capabilities of artificial neural networks (ANNs), with a particular focus on complex topologies. We p…

cs.NE2022

4Ward: a Relayering Strategy for Efficient Training of Arbitrarily Complex Directed Acyclic Graphs

Tommaso Boccato, Matteo Ferrante, Andrea Duggento +1

Thanks to their ease of implementation, multilayer perceptrons (MLPs) have become ubiquitous in deep learning applications. The graph underlying an MLP is indeed multipartite, i.e.…