Journal: Neural Processing Letters

Volume 36, Issue 3

203 -- 216Shuichi Kawano, Toshihiro Misumi, Sadanori Konishi. Semi-Supervised Logistic Discrimination Via Graph-Based Regularization
217 -- 234Yongkun Li, Kaihong Zhao, Yuan Ye. Stability of Reaction-Diffusion Recurrent Neural Networks with Distributed Delays and Neumann Boundary Conditions on Time Scales
235 -- 256Thouraya Ayadi, Tarek M. Hamdani, Adel M. Alimi. MIGSOM: Multilevel Interior Growing Self-Organizing Maps for High Dimensional Data Clustering
257 -- 273Jun Liang, Long Chen, Xiaobo Chen. Discriminant Kernel Learning Using Hybrid Regularization
275 -- 283Davide Anguita, Alessandro Ghio, Luca Oneto, Sandro Ridella. In-sample Model Selection for Trimmed Hinge Loss Support Vector Machine
285 -- 305Jiuwen Cao, Zhiping Lin, Guang-Bin Huang. Self-Adaptive Evolutionary Extreme Learning Machine

Volume 36, Issue 2

101 -- 115Fanhua Shang, L. C. Jiao, Yuanyuan Liu. Integrating Spectral Kernel Learning and Constraints in Semi-Supervised Classification
117 -- 134AndrĂ© GrĂ¼ning, Ioana Sporea. Supervised Learning of Logical Operations in Layered Spiking Neural Networks with Spike Train Encoding
135 -- 144Wenyu Yang, Jie Yang 0007, Wei Wu. A Modified Spiking Neuron that Involves Derivative of the State Function at Firing Time
145 -- 160Andrzej Rusiecki. Robust Learning Algorithm Based on Iterative Least Median of Squares
161 -- 171Haixian Wang. Harmonic Mean of Kullback-Leibler Divergences for Optimizing Multi-Class EEG Spatio-Temporal Filters
173 -- 187Huaxiang Zhang, Hua Ji, Xiaoqin Wang. Transfer Learning from Unlabeled Data via Neural Networks
189 -- 202Jaakko Luttinen, Alexander Ilin, Juha Karhunen. Bayesian Robust PCA of Incomplete Data

Volume 36, Issue 1

1 -- 19Yurong Liu, Zidong Wang, Xiaohui Liu. State Estimation for Discrete-Time Neural Networks with Markov-Mode-Dependent Lower and Upper Bounds on the Distributed Delays
21 -- 30Matthias Scholz. Validation of Nonlinear PCA
31 -- 47Saeed Masoudnia, Reza Ebrahimpour, Seyed Ali Asghar AbbasZadeh Arani. Incorporation of a Regularization Term to Control Negative Correlation in Mixture of Experts
49 -- 67Kuan-Hsuan Tseng, Jason Sheng Hong Tsai, Chien-Yu Lu. Design of Delay-Dependent Exponential Estimator for T-S Fuzzy Neural Networks with Mixed Time-Varying Interval Delays Using Hybrid Taguchi-Genetic Algorithm
69 -- 99Isar Nejadgholi, Seyyed Ali Seyyedsalehi, Sylvain Chartier. A Chaotic Feature Extracting BAM and Its Application in Implementing Memory Search