IGNOU MMTE 7 2026 - Computer the output for the neurons in the kohonen networks, the

Question

Computer the output for the neurons in the kohonen networks, the related data is given below:
i) Input to Kohnen neural network:
Input Neuron-1 $(I_1) = 0.5$
Input Neuron-2 $(I_2) = 0.75$
ii) Connected weights between the neurons are as given below:
$I_1 \rightarrow O_1 : 0.1$
$I_2 \rightarrow O_1 : 0.2$
$I_1 \rightarrow O_2 : 0.3$
$I_2 \rightarrow O_2 : 0.4$

10 Jan 2026

Answer :

Word Count : 166

For a Kohonen network, the output of each neuron is computed as the weighted sum of inputs. Given: Inputs: ( I_1 = 0.5, \quad I_2 = 0.75 ) Weights: [ \begin{aligned} w_{11} &= 0.1 \quad (I_1 \to O_1) \ w_{21} &= 0.2 \quad (I_2 \to

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