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.This is not a constant, and its value depends on what values you get for neuron inputs in any one direction.Then the thresholding function can be given as follows:1 if yj > m Si 1 if xi > m Sibj|t+1 = bj|t if yj = m Si and ai|t+1 = ai|t if xi = m Si0 if yj < m Si 0 if xi < m SiFor example, the vector X1 = (1, 0, 0, 1) has the activity vector (0, 8, 4) and the corresponding output vector is (0, 1, 1), which is, Y1 = (0, 1, 1).The value of Si is 2 = 1 + 0 + 0 + 1.Therefore, mSi = 4.The first component of the activation vector is 0, which is smaller than 4, and so the first component of the output vector is 0.The second component of the activation vector is 8, which is larger than 4, and so the second component of the output vector is 1.The last component of the activity vector is 4, which is equal to mSi, and so you use the third component of the vector Y1 = (0, 1, 1), namely 1, as the third component of the output.PreviousTable of ContentsNext | | Use of this site is subject to certain ,All rights reserved.Reproduction whole or in part in any form or medium without express written permision of EarthWeb is prohibited
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