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Neural Processing Letters （NPL） - October 2019, issue 2 论文列表

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卷期号： October 2019, issue 2
发布时间：
卷期年份： 2019
卷期官网： https://link.springer.com/journal/11063/volumes-and-issues/50-2
本期论文列表
Bifurcation Analysis of Delayed Complex-Valued Neural Network with Diffusions

An Improved Structured Low-Rank Representation for Disjoint Subspace Segmentation

Synchronization for Nonlinear Complex Spatio-Temporal Networks with Multiple Time-Invariant Delays and Multiple Time-Varying Delays

New Results on Robust Finite-Time Passivity for Fractional-Order Neural Networks with Uncertainties

Discriminative Feature Learning via Sparse Autoencoders with Label Consistency Constraints

Concave-Convex Programming for Ramp Loss-Based Maximum Margin and Minimum Volume Twin Spheres Machine

Competitive Cross-Entropy Loss: A Study on Training Single-Layer Neural Networks for Solving Nonlinearly Separable Classification Problems

Stability of Inertial Neural Network with Time-Varying Delays Via Sampled-Data Control

Finite-Time Synchronization of Memristive Neural Networks with Proportional Delay

Solving Partial Differential Equation Based on Bernstein Neural Network and Extreme Learning Machine Algorithm

Daily Urban Water Demand Forecasting Based on Chaotic Theory and Continuous Deep Belief Neural Network

A Soft Sensing Scheme of Gas Utilization Ratio Prediction for Blast Furnace Via Improved Extreme Learning Machine

Nonnegative Constrained Graph Based Canonical Correlation Analysis for Multi-view Feature Learning

On Finite-Time Stability for Fractional-Order Neural Networks with Proportional Delays

Efficient Large Margin-Based Feature Extraction

Classification of EEG Signals Using Hybrid Feature Extraction and Ensemble Extreme Learning Machine

Discriminative Graph Based Similarity Boosting

Global Asymptotic Stability of Periodic Solutions for Discrete Time Delayed BAM Neural Networks by Combining Coincidence Degree Theory with LMI Method

Multi-step Training of a Generalized Linear Classifier

Calibrated Multi-label Classification with Label Correlations

Robust Exponential Stabilization for Switched Neutral Neural Networks with Mixed Time-Varying Delays

Low-Dimensional Perturb-and-MAP Approach for Learning Restricted Boltzmann Machines

Recursive Particle Filter-Based RBF Network on Time Series Prediction of Measurement Data

Multi-view Opinion Mining with Deep Learning

Fine Tuning Dual Streams Deep Network with Multi-scale Pyramid Decision for Heterogeneous Face Recognition

A Parallel Image Skeletonizing Method Using Spiking Neural P Systems with Weights

Improved SMOTE Algorithm to Deal with Imbalanced Activity Classes in Smart Homes

An Artificial Neural Network Model to Solve the Fuzzy Shortest Path Problem

Stability and Synchronization Analysis of Discrete-Time Delayed Neural Networks with Discontinuous Activations

Global Asymptotic Stability of Periodic Solutions for Neutral-Type Delayed BAM Neural Networks by Combining an Abstract Theorem of k-Set Contractive Operator with LMI Method

A Split-Complex Valued Gradient-Based Descent Neuro-Fuzzy Algorithm for TS System and Its Convergence

Hierarchical Dialog State Tracking with Unknown Slot Values

\(\alpha \)-Exponential Stability of Impulsive Fractional-Order Complex-Valued Neural Networks with Time Delays

State Distribution-Aware Sampling for Deep Q-Learning

Multi-view Intact Discriminant Space Learning for Image Classification

A Non-linear and Noise-Tolerant ZNN Model and Its Application to Static and Time-Varying Matrix Square Root Finding

Restricted Convolutional Neural Networks

Zhang Neural Dynamics Approximated by Backward Difference Rules in Form of Time-Delay Differential Equation

On the Flexible Dynamics Analysis for the Unified Discrete-Time RNNs

Finite-Time Synchronization of Complex-Valued Neural Networks with Multiple Time-Varying Delays and Infinite Distributed Delays

Several Novel Dynamic Ensemble Selection Algorithms for Time Series Prediction

Weighted Pseudo Almost Periodic Shunting Inhibitory Cellular Neural Networks with Multi-proportional Delays

Robust Class-Specific Autoencoder for Data Cleaning and Classification in the Presence of Label Noise

Measuring Entity Relatedness via Entity and Text Joint Embedding

Spatiotemporal Fusion Networks for Video Action Recognition

Deep Captioning with Attention-Based Visual Concept Transfer Mechanism for Enriching Description

Recent Deep Learning Techniques, Challenges and Its Applications for Medical Healthcare System: A Review

Learning from Imbalanced Data Sets with Weighted Cross-Entropy Function

A Fast Algorithm for Convolutional Neural Networks Using Tile-based Fast Fourier Transforms

Global Asymptotic Stabilization of Cellular Neural Networks with Proportional Delay via Impulsive Control