Trp {nnR} | R Documentation |
Trp
Description
The function that returns the \mathsf{Trp}
networks.
Usage
Trp(h)
Arguments
h |
the horizontal distance between two mesh points |
Value
The \mathsf{Trp}
network that gives the area
when activated with ReLU or any continuous function and two
meshpoint values x_1
and x_2
.
References
Definition 2.31. Rafi S., Padgett, J.L., Nakarmi, U. (2024) Towards an Algebraic Framework For Approximating Functions Using Neural Network Polynomials https://arxiv.org/abs/2402.01058
Examples
Trp(0.1)
Trp(0.5) |> inst(ReLU, c(9, 7))
Trp(0.1) |> inst(Sigmoid, c(9, 8))
[Package nnR version 0.1.0 Index]