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Sreehari M. S.

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Open access Aug 2026

Spectral Pruning of Deep Neural Networks via Adjacency Edge Index

This research introduces a new spectral pruning approach using the Adjacency Edge Index (AEI), which is a centrality measure from the theory of spectral graphs and first-order matrix perturbation theory. The AEI score reflects the contribution of each neuron to the network’s dynamic synchronizability via the Fiedler ve...

Samuel Kurian Roy, Sreehari M. S., Mohammed Fayyas N.M. et al. · 0 citations

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