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Training Neural Networks using GPU computing

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I was just wondering if it is possible to train a neural network using the GPU, I read from another answer that parallel computing can be used to train multiple networks but that is cannot be applied to a single neural network.

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Konrad Malkowski
Konrad Malkowski 8 Nov 2011
Hi Andre,
The functionality to train neural networks on GPUs is not supported by MATLAB R2011b.

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Joan Puig
Joan Puig 8 Nov 2011
I think that would be a great feature to have out of the box.
In the meantime, I read this paper which talks a bit about it, you might find it interesting:

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