Search Results for author: Barinder Thind

Found 3 papers, 2 papers with code

Neural Networks as Functional Classifiers

1 code implementation9 Oct 2020 Barinder Thind, Kevin Multani, Jiguo Cao

In recent years, there has been considerable innovation in the world of predictive methodologies.

Classification General Classification

FuncNN: An R Package to Fit Deep Neural Networks Using Generalized Input Spaces

no code implementations18 Sep 2020 Barinder Thind, Sidi Wu, Richard Groenewald, Jiguo Cao

Neural networks have excelled at regression and classification problems when the input space consists of scalar variables.

Deep Learning with Functional Inputs

3 code implementations17 Jun 2020 Barinder Thind, Kevin Multani, Jiguo Cao

We present a methodology for integrating functional data into deep densely connected feed-forward neural networks.

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