mloss.org LANN SVD. A noniterative SVD based learning algorithm for one layer neural netshttp://mloss.orgUpdates and additions to LANN SVD. A noniterative SVD based learning algorithm for one layer neural netsenMon, 07 Aug 2017 13:52:19 -0000LANN SVD. A noniterative SVD based learning algorithm for one layer neural nets 1.0http://mloss.org/software/view/683/<html><p>A non-iterative learning method for one-layer (no hidden layer) neural networks, where the weights can be calculated in a closed-form manner, thereby avoiding low convergence rate and also hyperparameter tuning. The proposed learning method, LANN-SVD in short, presents a good computational efficiency for large-scale data analytic. </p></html>Oscar Fontenla Romero, Beatriz Perez Sanchez, Bertha Guijarro BerdinasMon, 07 Aug 2017 13:52:19 -0000http://mloss.org/software/rss/comments/683http://mloss.org/software/view/683/singular value decompositionlarge scale data analyticsnoniterative learningone layer neural networks