134 citations · 548 across the 33 of their papers we have counts for
Showing 2023Show all
2 papers · 1 filter
cs.LG2023
Understanding Sparse Neural Networks from their Topology via Multipartite Graph Representations
Elia Cunegatti, Matteo Farina, Doina Bucur +1
Pruning-at-Initialization (PaI) algorithms provide Sparse Neural Networks (SNNs) which are computationally more efficient than their dense counterparts, and try to avoid performanc…
cs.NE2023★ 1 cited
Self-building Neural Networks
Andrea Ferigo, Giovanni Iacca
During the first part of life, the brain develops while it learns through a process called synaptogenesis. The neurons, growing and interacting with each other, create synapses. Ho…