The following enhancements were made to version 2.40 of the ATS NeuroPredictor Signal Generators for Dakota 3:
- The Bernoulli and Gaussian DBNPredictors were added. DBNPredictors are deep belief networks.
- The 3 layer Basic, Standard and Adaptive NeuroPredictors were removed. The 3 layer feed-forward networks tended to underperform. Deep belief networks are more suitable for building deep learning models.
You will need to rebuild your existing Dakota 3 systems that use any of the NeuroPredictor add-ins if upgrading to this version.