What is a single layer perception and why is it able to implement the NOT, OR and the

AND function but not the XOR function $(10$ Marks$)?$ Can a perceptron be made to learn

the XOR function $(3$ Marks$)?$ If so$,$ how $(7$ Marks$)?$

For the perceptron given below, verify if it can learn the XOR function. The edge labels

are the weights and the values T$=1$ are the threshold levels. That is$,$ if the combined input

at the neuron is less than the threshold, then that neuron will not fire $(20$ Marks$).$

$-$END$-$

$0/1$ T$=1$

$0/1$ T$=1$

T$=1$

$0\mathrm{.}6$

$1\mathrm{.}1$

$1\mathrm{.}1$

$0\mathrm{.}6$

$-2$

$1\mathrm{.}1$