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Computer Science, neural Network. From Textbook: Introduction to Artificial Neural Systems Jacek Zurada P2.9 The network shown in Figure P2.9 using neurons with f(net) as
Computer Science, neural Network. From Textbook: Introduction to Artificial Neural Systems Jacek Zurada
P2.9 The network shown in Figure P2.9 using neurons with f(net) as in (2.3a) has been designed to assign input vectors X1, X2, X3 to cluster 1 or 2. The cluster number is identical to the number of the neuron yielding the larger response. Determine the most likely cluster membership for each of the following three vectors. Assume 1 = 2. The input vectors are 0.866 -0.985 0.342 X1 0.5 X2 X3 -0.174 -0.94 [i ] = { -0.966 X1 f(net) -0.259 0.906 X2 f(net) 02 0.423 Figure P2.9 Network for cluster identification. P2.9 The network shown in Figure P2.9 using neurons with f(net) as in (2.3a) has been designed to assign input vectors X1, X2, X3 to cluster 1 or 2. The cluster number is identical to the number of the neuron yielding the larger response. Determine the most likely cluster membership for each of the following three vectors. Assume 1 = 2. The input vectors are 0.866 -0.985 0.342 X1 0.5 X2 X3 -0.174 -0.94 [i ] = { -0.966 X1 f(net) -0.259 0.906 X2 f(net) 02 0.423 Figure P2.9 Network for cluster identificationStep by Step Solution
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