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RRAM-based analog computing system rapidly solves matrix equations with high precision

Analog computers are systems that perform computations by manipulating physical quantities such as electrical current, that ...
IEEE

Interplay Between Node and Edge Laplacians Through Spectral Analysis of Redefined ‘Degree and Adjacency’ Matrices of Digraphs

Abstract: This work seeks to interconnect the well-known concept of the graph Laplacian with its edge counterpart, the Edge Laplacian with respect to a new and updated definition of edge-degree and ...
IEEE

HKANLP: Link Prediction With Hyperspherical Embeddings and Kolmogorov–Arnold Networks

Abstract: Link prediction (LP) is fundamental to graph-based applications, yet existing graph autoencoders (GAEs) and variational GAEs (VGAEs) often struggle with intrinsic graph properties, ...