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tut1 - P 23 of Chapter 1’s notes(b What is the major...

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EE4210 Tutorial 1 1. General Concepts on Neural Networks and Fuzzy Systems (a) Compare conventional digital computers and artificial neural networks on the following aspects: (i) processing unit, (ii) memory storage, and (iii) mode of processing. (b) Besides the examples given on P.16 of Chapter 1’s note, give two more applications of artificial neural networks. (c) What is the major difference between randomness and fuzziness? Give an example to illustrate the difference. 2. Neuronal Transfer Function (a) Write down the mathematical formula for the three neuronal transfer functions found on
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Unformatted text preview: P. 23 of Chapter 1’s notes. (b) What is the major advantage of the first function when compared with the last two ones? (c) What is the major advantage of the last function when compared with the first two ones? (d) Suppose that the neuronal transfer function in the artificial neuron shown on P.20 of Chapter 1’s notes is denoted as f ( ). Find the mathematical expression for the output y j of the artificial neuron....
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