/**
* Reconstructs the visible INPUT. A reconstruction is a propdown of the reconstructed hidden
* input.
*
* @param training true or false
* @return the reconstruction of the visible input
*/
@Override
public INDArray activate(boolean training) {
if (training && conf.getLayer().getDropOut() > 0.0) {
input = Dropout.applyDropout(input, conf.getLayer().getDropOut(), dropoutMask);
}
// reconstructed: propUp ----> hidden propDown to transform
INDArray propUp = propUp(input, training);
return propUp;
}
