Ridge Functions

Allan Pinkus, R. (2015). Ridge Functions. Cambridge University Press.

Type

Book

Intellectual base

Review or monograph

Year

2015

DOI

10.1017/cbo9781316408125

Link

https://doi.org/10.1017/cbo9781316408125

Cited by

1 citation across 1 artifact.

Domain-specific

• Ridge function
  • … is a ridge function with direction \(a=(2,-1)\) and profile \(g(t)=\sin t\). to A hidden unit in a standard feedforward neural network computes an activation of an affine form, \(x\mapsto \sigma(w\cdot x+b)\), and is therefore a ridge function before units are summed in later layers. demonstrates that continuity.

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