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Convolution Neural Networks on microcontrollers

0

$begingroup$

I am wondering if an already trained convolutional neural network can be represented as a formula just like a perceptron can ($x_1w_1 + x_2w_2 + ldots =$ PREDICTION). I know that the formula could be a lot more complicated like this, but in general would it be possible to train a CNN in Python or Matlab, get the weights and create an arithmetic, exponential, whatever formula made with those acquired weights?

I want to do this because I am trying classify in a PIC32 which I think does not have the capacity to perform a CNN within itself.

Or do you know if there is a "c library" that can do CNNs?

python cnn matlab

share|improve this question

edited Mar 21 at 5:18

Siong Thye Goh

1,387520

asked Mar 20 at 21:38

Jose Luis Montalvo FerreiroJose Luis Montalvo Ferreiro

11

$endgroup$

add a comment | 

0

$begingroup$

I am wondering if an already trained convolutional neural network can be represented as a formula just like a perceptron can ($x_1w_1 + x_2w_2 + ldots =$ PREDICTION). I know that the formula could be a lot more complicated like this, but in general would it be possible to train a CNN in Python or Matlab, get the weights and create an arithmetic, exponential, whatever formula made with those acquired weights?

I want to do this because I am trying classify in a PIC32 which I think does not have the capacity to perform a CNN within itself.

Or do you know if there is a "c library" that can do CNNs?

python cnn matlab

share|improve this question

edited Mar 21 at 5:18

Siong Thye Goh

1,387520

asked Mar 20 at 21:38

Jose Luis Montalvo FerreiroJose Luis Montalvo Ferreiro

11

$endgroup$

add a comment | 

$begingroup$

I am wondering if an already trained convolutional neural network can be represented as a formula just like a perceptron can ($x_1w_1 + x_2w_2 + ldots =$ PREDICTION). I know that the formula could be a lot more complicated like this, but in general would it be possible to train a CNN in Python or Matlab, get the weights and create an arithmetic, exponential, whatever formula made with those acquired weights?

I want to do this because I am trying classify in a PIC32 which I think does not have the capacity to perform a CNN within itself.

Or do you know if there is a "c library" that can do CNNs?

python cnn matlab

share|improve this question

edited Mar 21 at 5:18

Siong Thye Goh

1,387520

asked Mar 20 at 21:38

Jose Luis Montalvo FerreiroJose Luis Montalvo Ferreiro

11

$endgroup$

share|improve this question

edited Mar 21 at 5:18

Siong Thye Goh

1,387520

asked Mar 20 at 21:38

Jose Luis Montalvo FerreiroJose Luis Montalvo Ferreiro

11

share|improve this question

edited Mar 21 at 5:18

Siong Thye Goh

1,387520

asked Mar 20 at 21:38

Jose Luis Montalvo FerreiroJose Luis Montalvo Ferreiro

11

edited Mar 21 at 5:18

Siong Thye Goh

1,387520

edited Mar 21 at 5:18

Siong Thye Goh

1,387520

asked Mar 20 at 21:38

Jose Luis Montalvo FerreiroJose Luis Montalvo Ferreiro

11

asked Mar 20 at 21:38

Jose Luis Montalvo FerreiroJose Luis Montalvo Ferreiro

11