Non-iterative Knowledge Fusion in Deep Convolutional Neural Networks
Domain Adaptation with Few Labeled Source Samples by Graph Regularization
Entropy-Based Fuzzy Least Squares Twin Support Vector Machine for Pattern Classification
Finite-Time Stabilization for Static Neural Networks with Leakage Delay and Time-Varying Delay
Robust Output Feedback Stabilization for Uncertain Discrete-Time Stochastic Neural Networks with Time-Varying Delay
Methodologies of Compressing a Stable Performance Convolutional Neural Networks in Image Classification
ELMAENet: A Simple, Effective and Fast Deep Architecture for Image Classification
Kernel-Based Subspace Learning on Riemannian Manifolds for Visual Recognition
Data-Based Online Optimal Temperature Tracking Control in Continuous Microwave Heating System by Adaptive Dynamic Programming
Exponential Stability and Sampled-Data Synchronization of Delayed Complex-Valued Memristive Neural Networks
Attentive Semantic and Perceptual Faces Completion Using Self-attention Generative Adversarial Networks
Speed Up the Training of Neural Machine Translation
Synchronous Reluctance Motor Speed Tracking Using a Modified Second-Order Sliding Mode Control Method
Mean-Square Exponential Input-to-State Stability of Stochastic Gene Regulatory Networks with Multiple Time Delays
Action Recognition with Multiple Relative Descriptors of Trajectories
A Novel Identification-Based Convex Control Scheme via Recurrent High-Order Neural Networks: An Application to the Internal Combustion Engine
Complex Projection Synchronization of Fractional-Order Complex-Valued Memristive Neural Networks with Multiple Delays
Maximum Mean and Covariance Discrepancy for Unsupervised Domain Adaptation
Global Asymptotic Stability of Periodic Solutions for Neutral-Type BAM Neural Networks with Delays
A High Generalizable Feature Extraction Method Using Ensemble Learning and Deep Auto-Encoders for Operational Reliability Assessment of Bearings
Finite Time Stability Analysis of Fractional-Order Complex-Valued Memristive Neural Networks with Proportional Delays
Improved Delay-Derivative-Dependent Stability Analysis for Generalized Recurrent Neural Networks with Interval Time-Varying Delays
On Infinite Horizon Optimal Control Problems with a Feed Forward Neural Network Scheme
A New ExtendFace Representation Method for Face Recognition
Deep Learning Architectures for Accurate Millimeter Wave Positioning in 5G
A Novel Geometric Mean Feature Space Discriminant Analysis Method for Hyperspectral Image Feature Extraction
Novel Sufficient Conditions on Periodic Solutions for Discrete-Time Neutral-Type Neural Networks
Distributed Neuro-Dynamic Algorithm for Price-Based Game in Energy Consumption System
Improved Data Modeling Using Coupled Artificial Neural Networks
A Unified Self-Stabilizing Neural Network Algorithm for Principal Takagi Component Extraction
Dimensionality Reduction Using Discriminant Collaborative Locality Preserving Projections
Discriminative Face Recognition Methods with Structure and Label Information via \(l_2\)-Norm Regularization
Unsupervised Video Object Segmentation Based on Mixture Models and Saliency Detection
An Improved Flower Pollination Algorithm with Three Strategies and Its Applications
Higher-Order ZNN Dynamics
Non-negative Matrix Factorization with Symmetric Manifold Regularization
A Discriminative Approach to Sentiment Classification
Random Regrouping and Factorization in Cooperative Particle Swarm Optimization Based Large-Scale Neural Network Training
Learning Biased SVM with Weighted Within-Class Scatter for Imbalanced Classification
AR–ARCH Type Artificial Neural Network for Forecasting
Traffic Signs Detection for Real-World Application of an Advanced Driving Assisting System Using Deep Learning
Deep Feature Fusion for High-Resolution Aerial Scene Classification
A Novel Delay-Dependent Criterion for Global Power Stability of Cellular Neural Networks with Proportional Delay
Learning the Graph Edit Costs Based on a Learning Model Applied to Sub-optimal Graph Matching
Training a Neural Network for Cyberattack Classification Applications Using Hybridization of an Artificial Bee Colony and Monarch Butterfly Optimization
Stochastic Quasi-Synchronization of Delayed Neural Networks: Pinning Impulsive Scheme
Second Order Training and Sizing for the Multilayer Perceptron
Adaptively Denoising Proposal Collection for Weakly Supervised Object Localization
Tuning Parameter Selection Based on Blocked \(3\times 2\) Cross-Validation for High-Dimensional Linear Regression Model
Multi-class Review Rating Classification using Deep Recurrent Neural Network
