For Your Reference: Training step

Given initial weights, and above, where the i is the number of

the epoch. For $i=0,$ it means the first epoch.

Training can be done as follows, starting from $i=0$

Find the sigma $($or the weighted sum$)$ using $W_i$ :

${}_i=xW{W}_i$

Find the prediction using the Step function as an

activation function,

For each sample j: If any of ${}_{ij}0$

otherwise

Find the Errors:

Update the $W_i$ to $W_{i+1}$ if $Ei0,$ otherwise the training is

finished.

$W_{i+1}=W_i+$ alpha$*x^{T**E_i}$ where alpha $=$

$0\mathrm{.}2$

Go to Step $1.$