no code implementations • 16 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.
no code implementations • 22 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.