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1. Differentiate between the feedforward and back-propagation algorithms. [5 marks] 2. Do learning occurs in feedforward and back-propagation algorithms? Explain your answer for each of

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1. Differentiate between the feedforward and back-propagation algorithms. [5 marks] 2. Do learning occurs in feedforward and back-propagation algorithms? Explain your answer for each of the algorithm. [5 marks] 3. Apply the back-propagation algorithm to find the weights corrections of a neural network after applying the input-output pattern ({0.9,0.4,0.2},2.5). Assume that the network has a single hidden layer with 3 neurons. All weights are initially set to 0.3 and all thresholds are 0.5. All neurons use the sigmoid activation function with a learning rate of 0.2. You are required to

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