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We have a classification problem with four classes of input vector. The four classes areDesign a perceptron network to solve this problem.

A single input neuron has a weight of 1.3 and a bias of 3.0. What possible kinds of transfer functions, from Table 2.1, could this neuron have, if its output is given below. In each case, give the...

Solve the following classification problem with the perceptron rule. Apply each input vector in order, for as many repetitions as it takes to ensure that the problem is solved. Draw a graph of the...

Consider a single-input neuron with a bias. We would like the output to be -1 for inputs less than 3 and +1 for inputs greater than or equal to 3.i. What kind of a transfer function is required? ii....

Consider again the four-class decision problem that we introduced in Problem P4.3. Train a perceptron network to solve this problem using the perceptron learning rule.Problem P4.3We have a...

Given a two-input neuron with the following weight matrix and input vector:  we would like to have an output of 0.5. Do you suppose that there is a combination of bias and transfer function that...