Journal: Neural Processing Letters

Volume 38, Issue 3

321 -- 346Yonggui Kao, Changhong Wang, Lin Zhang. Delay-Dependent Robust Exponential Stability of Impulsive Markovian Jumping Reaction-Diffusion Cohen-Grossberg Neural Networks
347 -- 359Liqun Zhou. Delay-Dependent Exponential Stability of Cellular Neural Networks with Multi-Proportional Delays
361 -- 374Jingbo Zhou, Zhong Jin. A New Framework for Multiscale Saliency Detection Based on Image Patches
375 -- 387M. Termenon, Manuel Graña, Alfonso Barrós-Loscertales, César Ávila. Extreme Learning Machines for Feature Selection and Classification of Cocaine Dependent Patients on Structural MRI Data
389 -- 402Chuanhuan Yin, Xiang Zhao, Shaomin Mu, Shengfeng Tian. A Fast Multiclass Classification Algorithm Based on Cooperative Clustering
403 -- 416Pieter Buteneers, Ken Caluwaerts, Joni Dambre, David Verstraeten, Benjamin Schrauwen. Optimized Parameter Search for Large Datasets of the Regularization Parameter and Feature Selection for Ridge Regression
417 -- 431Parag C. Pendharkar. A Normalized Probabilistic Expectation-Maximization Neural Network for Minimizing Bayesian Misclassification Cost Risk
433 -- 444Feng Jiang, Yi Shen. Stability of Stochastic $$\theta $$ -Methods for Stochastic Delay Hopfield Neural Networks Under Regime Switching
445 -- 463Zhanxing Zhu, Timo Similä, Francesco Corona. Supervised Distance Preserving Projections
465 -- 486Bilal Mirza, Zhiping Lin, Kar-Ann Toh. Weighted Online Sequential Extreme Learning Machine for Class Imbalance Learning
487 -- 500Enwen Zhu, Quan Yuan. pth Moment Exponential Stability of Stochastic Recurrent Neural Networks with Markovian Switching

Volume 38, Issue 2

97 -- 98Kurosh Madani, Joaquim Filipe. Editorial
99 -- 115Seiya Satoh, Ryohei Nakano. Fast and Stable Learning Utilizing Singular Regions of Multilayer Perceptron
117 -- 129Klaus Häming, Gabriele Peters. Towards a Self-Learning Agent: Using Ranking Functions as a Belief Representation in Reinforcement Learning
131 -- 153Sandeep Pande, Fearghal Morgan, Seamus Cawley, Tom M. Bruintjes, Gerard J. M. Smit, Brian McGinley, Snaider Carrillo, Jim Harkin, Liam McDaid. Modular Neural Tile Architecture for Compact Embedded Hardware Spiking Neural Network
155 -- 175Mariam Kalakech, Philippe Biela, Denis Hamad, Ludovic Macaire. Constraint Score Evaluation for Spectral Feature Selection
177 -- 203Ryotaro Kamimura. Controlling Relations between the Individuality and Collectivity of Neurons and its Application to Self-Organizing Maps
205 -- 226Hui Wei, Yuan Ren. A Mathematical Model of Retinal Ganglion Cells and Its Applications in Image Representation
227 -- 238Xiuling Zhou, Ping Guo, C. L. Philip Chen. Covariance Matrix Estimation with Multi-Regularization Parameters based on MDL Principle
239 -- 259Luis Pastor Sánchez Fernández, Luis Alejandro Sánchez-Pérez, José Juan Carbajal Hernández, Arturo Rojo Ruiz. Aircraft Classification and Acoustic Impact Estimation Based on Real-Time Take-off Noise Measurements
261 -- 279Christophe Sabourin, Weiwei Yu, Kurosh Madani. Gait Pattern Based on CMAC Neural Network for Robotic Applications
281 -- 303Ramon Garcia-Hernandez, Edgar N. Sanchez, José-Luis Rullán-Lara, José Antonio Ruz Hernández. Control of an Industrial PA10-7CE Robot Arm Based on Decentralized Neural Backstepping Approach
305 -- 320Bo Xu, Ying Wang, Xuhai Yang. Navigation Satellite Clock Error Prediction Based on Functional Network

Volume 38, Issue 1

1 -- 15Branko Ster. Selective Recurrent Neural Network
17 -- 27Shusen Zhou, Qingcai Chen, Xiaolong Wang. Convolutional Deep Networks for Visual Data Classification
29 -- 51Shangming Yang, Mao Ye. Global Minima Analysis of Lee and Seung's NMF Algorithms
53 -- 67Alireza Bosaghzadeh, Abdelmalik Moujahid, Fadi Dornaika. Parameterless Local Discriminant Embedding
69 -- 80Shiping Wen, Zhigang Zeng, Tingwen Huang. Associative Learning of Integrate-and-Fire Neurons with Memristor-Based Synapses
81 -- 96Yongqiao Wang. Smooth Nonparametric Copula Estimation with Least Squares Support Vector Regression