from: http://en.wikipedia.org/wiki/Rectifier_(neural_networks)

 

In the context of artificial neural networks, the rectifier is an activation function defined as

rectified units

]

Rectified linear units can be extended to include Gaussian noise, making them noisy ReLUs, giving[3]

rectified units

Noisy ReLUs have been used with some success in restricted Boltzmann machines for computer vision tasks.[3]

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