most citedSparse Spiking Neural Network: Exploiting Heterogeneity in Timescales for Pruning Recurrent SNN

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cs.LG2024

A Dynamical Systems-Inspired Pruning Strategy for Addressing Oversmoothing in Graph Neural Networks

Biswadeep Chakraborty, Harshit Kumar, Saibal Mukhopadhyay

Oversmoothing in Graph Neural Networks (GNNs) poses a significant challenge as network depth increases, leading to homogenized node representations and a loss of expressiveness. In…