Integrating Spectral Kernel Learning and Constraints in Semi-Supervised Classification Fanhua ShangL. C. JiaoYuanyuan Liu OriginalPaper 27 April 2012 Pages: 101 - 115
Supervised Learning of Logical Operations in Layered Spiking Neural Networks with Spike Train Encoding André GrüningIoana Sporea OriginalPaper 15 May 2012 Pages: 117 - 134
A Modified Spiking Neuron that Involves Derivative of the State Function at Firing Time Wenyu YangJie YangWei Wu OriginalPaper 15 May 2012 Pages: 135 - 144
Robust Learning Algorithm Based on Iterative Least Median of Squares Andrzej Rusiecki OriginalPaper Open access 15 May 2012 Pages: 145 - 160
Harmonic Mean of Kullback–Leibler Divergences for Optimizing Multi-Class EEG Spatio-Temporal Filters Haixian Wang OriginalPaper 27 May 2012 Pages: 161 - 171
Transfer Learning from Unlabeled Data via Neural Networks Huaxiang ZhangHua JiXiaoqin Wang OriginalPaper 05 June 2012 Pages: 173 - 187
Bayesian Robust PCA of Incomplete Data Jaakko LuttinenAlexander IlinJuha Karhunen OriginalPaper 06 June 2012 Pages: 189 - 202
