most citedGeneralizing Complex/Hyper-complex Convolutions to Vector Map Convolutions

2 citations · 2 across the 1 of their papers we have counts for

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1 paper

cs.NE2020★ 2 cited

Generalizing Complex/Hyper-complex Convolutions to Vector Map Convolutions

Chase J Gaudet, Anthony S Maida

We show that the core reasons that complex and hypercomplex valued neural networks offer improvements over their real-valued counterparts is the weight sharing mechanism and treati…