Copyright | (c) Alexander Ignatyev 2017 |
---|---|
License | BSD-3 |
Stability | experimental |
Portability | POSIX |
Safe Haskell | None |
Language | Haskell2010 |
MachineLearning.NeuralNetwork.WeightInitialization
Description
Various Weight Initialization algorithms.
Documentation
nguyen :: RandomGen g => (Int, Int) -> Rand g (Matrix, Matrix) Source #
Weight Initialization Algorithm discussed in Nguyen at al.: https://web.stanford.edu/class/ee373b/nninitialization.pdf Nguyen, Derrick, Widrow, B. Improving the learning speed of 2-layer neural networks by choosing initial values of adaptive weights. In Proc. IJCNN, 1990; 3: 21-26.