21 citations · 47 across the 9 of their papers we have counts for
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cs.LG2018
Vector Field Based Neural Networks
Daniel Vieira, Fabio Rangel, Fabricio Firmino +1
A novel Neural Network architecture is proposed using the mathematically and physically rich idea of vector fields as hidden layers to perform nonlinear transformations in the data…
math.GT2018★ 1 cited
Greedy Morse matchings and discrete smoothness
Joao Paixao, Joao Lagoas, Thomas Lewiner +1
Discrete Morse theory emerged as an essential tool for computational geometry and topology. Its core structures are discrete gradient fields, defined as acyclic matchings on a comp…