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Consider a 5 by 5 SOM with the weights provided below. Given that the winning neuron is at position (2,2), with a learning rate of 1, a sigma value of 2, and using a Gaussian neighbourhood function, what is the value of h for the instance 4,4? Round your answer to three decimals.
1 (244,179,201) (186,42,57) (252,73,127) (63,137,134) (21,238,33)2 (102,139,71) (27,82,98) (135,55,147) (87,30,55) (175,166,238)3 (133,0,143) (43,88,249) (44,82,61) (146,129,216) (208,23,70)4 (251,175,27) (233,84,244) (35,53,64) (159,169,126) (169,19,212)5 (131,154,160) (64,174,199) (117,171,100) (106,215,221) (125,103,7)
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