Search Results for author: Joao Paixao

Found 2 papers, 0 papers with code

Vector Field Neural Networks

no code implementations16 May 2019 Daniel Vieira, Joao Paixao

A new architecture, Vector Fields Neural Networks(VFNN), is proposed based on this interpretation, with the vector field becoming explicit.

Vector Field Based Neural Networks

no code implementations22 Feb 2018 Daniel Vieira, Fabio Rangel, Fabricio Firmino, Joao Paixao

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.

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