- ๐ Hi, Iโm @ShoaibMerajSami
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shoaibmerajsami / som Goto Github PK
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In this project I write SOM(Self-Organazing-Map) Algorithm for Character recognition(There was 7 character and for each one 3 different example in train data). this Algorithm is competitive Algorithm, for example in this problem we define 7 random point (same dimension with characters) and in each iteration we find the nearest character to this random point and update the value of this random point with this approach: it was added by the nearest neuron (which is multiplied with Learning Rate). Diamond and linear Model difference is in the way of updating in this two model we update the nearest random point too (nearest in linear shape or Diamond shape)