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c3ann

by Cris Ghiurea

Demo

https://c3cris.github.io/c3ann/

c3ann is a proof of concept of a Digit Recognition by Convolutional Artificial Neural Network.

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c3ann Demo

Convolution

General Convolution

g ( x , y ) = ω f ( x , y ) = d x = a a d y = b b ω ( d x , d y ) f ( x d x , y d y )

Box Blur Kernel

1 9 [     1     1     1   1     1     1   1     1     1 ]

c3ann Convolution

Weights Calculated

= ( x 1 × w 1 ) + ( x 2 × w 2 ) + + ( x n × w n )

Activation Function = Sigmoid

Sigmoid = 1 1 + e x

Sigmoid = e x ( 1 + e x ) 2

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