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Use the same NetChain object to recognize inputs in multiple formats?

Hello there,

Is it possible to use the same NetChain object to recognize inputs in multiple formats?

Specifically, I would be interested in training a NetChain to recognize MNIST digits as in this digit classification example:

https://www.wolfram.com/language/11/neural-networks/digit-classification.html

but also to be able to present the NetChain with arrays of 2 of the digit images as inputs and have it output the value of their sum (as a "class").

Thank you!

POSTED BY: Markus Tiitto
2 Replies

My intent is to work towards using neural networks to develop computational models of cognitive function to be used in drug development. My hope is that training a neural network to both recognize digits individually, and recognize their sum when multiple digits are presented simultaneously would be similar to teaching it "addition", which could potentially serve as a starting point for a model of working memory.

POSTED BY: Markus Tiitto

Markus could you please explain why can't you just identify digits separately and then add them up?

POSTED BY: Kapio Letto
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