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Consider the following perceptron network.i. How many different classes can this network classify?ii. Draw a diagram illustrating the regions corresponding to each class. Label each region with the...

Consider the classification problem defined below:i. Draw a diagram of the single-neuron perceptron you would use to solve this problem. How many inputs are required?ii. Draw a graph of the data...

We want to design a perceptron network to output a 1 when either of these two vectors are input to the network:and to output a -1 when either of the following vectors are input to the network:i....

We have the following two prototype vectors:i. Find and sketch a decision boundary for a perceptron network that will recognize these two vectors.ii. Find weights and bias that will produce the...

We want to design a Hamming network to recognize the following prototype vectors:i. Find the weight matrices and bias vectors for the Hamming network.ii. Draw the network diagram. iii. Apply the...

Solve the three simple classification problems shown in Figure P4.1 by drawing a decision boundary. Find weight and bias values that result in single-neuron perceptrons with the chosen decision...