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Consider a simple neural network with the below architecture. Assume the network uses a step activation function ( with a threshold or 0 ) .
Consider a simple neural network with the below architecture. Assume the network uses a step activation function with a threshold or Recall that you can think of a network like this as a function that accepts two inputs, and and produces a single output
For each of the following functions, state what values of and would result in this network implementing that function. If no choice of weights is possible, explain why.
The AND function, which takes two binary l or inputs and outputs a if and only if both inputs arc
The NAND function, which outputs the opposite of whatever AND outputs.
The XOR function, which outputs If and only if exacty one of its inputs is
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