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
