A Methodology for Generation of Performance Models for the Sizing of Analog High-Level Topologies

Table 1

List of kernel functions.

Name	Function expression
Linear kernel	𝐾(𝑥𝑘,𝑥)=𝑥^𝑇𝑘𝑥
Polynomial kernel	𝐾(𝑥𝑘,𝑥)=(1+𝑥^𝑇𝑘𝑥)^𝑑
RBF kernel	𝐾(𝑥𝑘,𝑥)=exp{(−‖𝑥𝑘−𝑥‖^22)/𝜎^2}
MLP kernel	𝐾(𝑥𝑘,𝑥)=tanh(𝜅𝑥^𝑇𝑘𝑥+𝜃)