The IEEE Transactions on Neural Networks and Learning Systems publishes technical articles that deal with the theory, design, and applications of neural networks and related learning systems.
IEEE Transactions on Neural Networks and Learning Systems发表了关于神经网络和相关学习系统的理论、设计和应用的技术文章。
Adversarial Examples: Attacks and Defenses for Deep Learning
来源期刊：IEEE Transactions on Neural Networks and Learning SystemsDOI：10.1109/TNNLS.2018.2886017
Evaluate the Malignancy of Pulmonary Nodules Using the 3-D Deep Leaky Noisy-OR Network
来源期刊：IEEE Transactions on Neural Networks and Learning SystemsDOI：10.1109/TNNLS.2019.2892409
From Deterministic to Generative: Multimodal Stochastic RNNs for Video Captioning
来源期刊：IEEE Transactions on Neural Networks and Learning SystemsDOI：10.1109/TNNLS.2018.2851077
Nonfragile Dissipative Synchronization for Markovian Memristive Neural Networks: A Gain-Scheduled Control Scheme
来源期刊：IEEE Transactions on Neural Networks and Learning SystemsDOI：10.1109/TNNLS.2018.2874035
Spectral Embedded Adaptive Neighbors Clustering
来源期刊：IEEE Transactions on Neural Networks and Learning SystemsDOI：10.1109/TNNLS.2018.2861209
Category-Based Deep CCA for Fine-Grained Venue Discovery From Multimodal Data
来源期刊：IEEE Transactions on Neural Networks and Learning SystemsDOI：10.1109/TNNLS.2018.2856253
Separability and Compactness Network for Image Recognition and Superresolution
来源期刊：IEEE Transactions on Neural Networks and Learning SystemsDOI：10.1109/TNNLS.2018.2890550
Off-Policy Interleaved $Q$ -Learning: Optimal Control for Affine Nonlinear Discrete-Time Systems
来源期刊：IEEE Transactions on Neural Networks and Learning SystemsDOI：10.1109/TNNLS.2018.2861945
Coupled Neural P Systems
来源期刊：IEEE Transactions on Neural Networks and Learning SystemsDOI：10.1109/TNNLS.2018.2872999
Multiview Subspace Clustering via Tensorial t-Product Representation
来源期刊：IEEE Transactions on Neural Networks and Learning SystemsDOI：10.1109/TNNLS.2018.2851444
Event/Self-Triggered Control for Leader-Following Consensus Over Unreliable Network With DoS Attacks
来源期刊：IEEE Transactions on Neural Networks and Learning SystemsDOI：10.1109/TNNLS.2018.2890119
Augmented Real-Valued Time-Delay Neural Network for Compensation of Distortions and Impairments in Wireless Transmitters
来源期刊：IEEE Transactions on Neural Networks and Learning SystemsDOI：10.1109/TNNLS.2018.2838039
Finite-Time Passivity-Based Stability Criteria for Delayed Discrete-Time Neural Networks via New Weighted Summation Inequalities
来源期刊：IEEE Transactions on Neural Networks and Learning SystemsDOI：10.1109/TNNLS.2018.2829149
A Stochastic Sampling Mechanism for Time-Varying Formation of Multiagent Systems With Multiple Leaders and Communication Delays
来源期刊：IEEE Transactions on Neural Networks and Learning SystemsDOI：10.1109/TNNLS.2019.2891259
Novel Finite-Time Synchronization Criteria for Inertial Neural Networks With Time Delays via Integral Inequality Method
来源期刊：IEEE Transactions on Neural Networks and Learning SystemsDOI：10.1109/TNNLS.2018.2868800
Person Reidentification via Structural Deep Metric Learning
来源期刊：IEEE Transactions on Neural Networks and Learning SystemsDOI：10.1109/TNNLS.2018.2861991
A Layer-Wise Data Augmentation Strategy for Deep Learning Networks and Its Soft Sensor Application in an Industrial Hydrocracking Process.
来源期刊：IEEE transactions on neural networks and learning systemsDOI：10.1109/TNNLS.2019.2951708
Training Lightweight Deep Convolutional Neural Networks Using Bag-of-Features Pooling
来源期刊：IEEE Transactions on Neural Networks and Learning SystemsDOI：10.1109/TNNLS.2018.2872995
Neural Adaptive Event-Triggered Control for Nonlinear Uncertain Stochastic Systems With Unknown Hysteresis
来源期刊：IEEE Transactions on Neural Networks and Learning SystemsDOI：10.1109/TNNLS.2018.2890699
Exponential Stabilization of Fuzzy Memristive Neural Networks With Hybrid Unbounded Time-Varying Delays
来源期刊：IEEE Transactions on Neural Networks and Learning SystemsDOI：10.1109/TNNLS.2018.2852497
Local Restricted Convolutional Neural Network for Change Detection in Polarimetric SAR Images
来源期刊：IEEE Transactions on Neural Networks and Learning SystemsDOI：10.1109/TNNLS.2018.2847309
Blind Denoising Autoencoder
来源期刊：IEEE Transactions on Neural Networks and Learning SystemsDOI：10.1109/TNNLS.2018.2838679
Morphological Convolutional Neural Network Architecture for Digit Recognition
来源期刊：IEEE Transactions on Neural Networks and Learning SystemsDOI：10.1109/TNNLS.2018.2890334
Biased Random Forest For Dealing With the Class Imbalance Problem
来源期刊：IEEE Transactions on Neural Networks and Learning SystemsDOI：10.1109/TNNLS.2018.2878400
A Deep Collaborative Framework for Face Photo–Sketch Synthesis
来源期刊：IEEE Transactions on Neural Networks and Learning SystemsDOI：10.1109/TNNLS.2018.2890018
A Lagrangian Relaxation Approach for Binary Multiple Instance Classification
来源期刊：IEEE Transactions on Neural Networks and Learning SystemsDOI：10.1109/TNNLS.2018.2885852
Neuroadaptive Fault-Tolerant Control of Quadrotor UAVs: A More Affordable Solution
来源期刊：IEEE Transactions on Neural Networks and Learning SystemsDOI：10.1109/TNNLS.2018.2876130
Hypergraph-Induced Convolutional Networks for Visual Classification
来源期刊：IEEE Transactions on Neural Networks and Learning SystemsDOI：10.1109/TNNLS.2018.2869747
Exploiting Combination Effect for Unsupervised Feature Selection by $\\ell_{2,0}$ Norm
来源期刊：IEEE Transactions on Neural Networks and Learning SystemsDOI：10.1109/TNNLS.2018.2837100
Early Expression Detection via Online Multi-Instance Learning With Nonlinear Extension
来源期刊：IEEE Transactions on Neural Networks and Learning SystemsDOI：10.1109/TNNLS.2018.2869891
Spatio-Temporal Interpolated Echo State Network for Meteorological Series Prediction
来源期刊：IEEE Transactions on Neural Networks and Learning SystemsDOI：10.1109/TNNLS.2018.2869131
Semisupervised Learning With Parameter-Free Similarity of Label and Side Information
来源期刊：IEEE Transactions on Neural Networks and Learning SystemsDOI：10.1109/TNNLS.2018.2843798
Learning Discrete-Time Markov Chains Under Concept Drift
来源期刊：IEEE Transactions on Neural Networks and Learning SystemsDOI：10.1109/TNNLS.2018.2886956
Nonuniformly Sampled Data Processing Using LSTM Networks
来源期刊：IEEE Transactions on Neural Networks and Learning SystemsDOI：10.1109/TNNLS.2018.2869822
On the Universality of Memcomputing Machines
来源期刊：IEEE Transactions on Neural Networks and Learning SystemsDOI：10.1109/TNNLS.2018.2872676
Unified Low-Rank Matrix Estimate via Penalized Matrix Least Squares Approximation
来源期刊：IEEE Transactions on Neural Networks and Learning SystemsDOI：10.1109/TNNLS.2018.2844242
Learning Algorithm for Boltzmann Machines With Additive Weight and Bias Noise
来源期刊：IEEE Transactions on Neural Networks and Learning SystemsDOI：10.1109/TNNLS.2018.2889072
A Novel Neural Network for Remote Sensing Image Matching
来源期刊：IEEE Transactions on Neural Networks and Learning SystemsDOI：10.1109/TNNLS.2018.2888757
Nonlinear Dimensionality Reduction With Missing Data Using Parametric Multiple Imputations
来源期刊：IEEE Transactions on Neural Networks and Learning SystemsDOI：10.1109/TNNLS.2018.2861891
A Fast and Accurate Matrix Completion Method Based on QR Decomposition and $L_{2,1}$ -Norm Minimization
来源期刊：IEEE Transactions on Neural Networks and Learning SystemsDOI：10.1109/TNNLS.2018.2851957
Distributed Extremum Seeking for Optimal Resource Allocation and Its Application to Economic Dispatch in Smart Grids
来源期刊：IEEE Transactions on Neural Networks and Learning SystemsDOI：10.1109/TNNLS.2018.2890115
Scalable Proximal Jacobian Iteration Method With Global Convergence Analysis for Nonconvex Unconstrained Composite Optimizations
来源期刊：IEEE Transactions on Neural Networks and Learning SystemsDOI：10.1109/TNNLS.2018.2885699
Temporal Self-Organization: A Reaction–Diffusion Framework for Spatiotemporal Memories
来源期刊：IEEE Transactions on Neural Networks and Learning SystemsDOI：10.1109/TNNLS.2018.2844248
Dynamic Collaborative Tracking
来源期刊：IEEE Transactions on Neural Networks and Learning SystemsDOI：10.1109/TNNLS.2018.2861838
Beyond Majority Voting: A Coarse-to-Fine Label Filtration for Heavily Noisy Labels
来源期刊：IEEE Transactions on Neural Networks and Learning SystemsDOI：10.1109/TNNLS.2019.2899045
Asymptotically Optimal Contextual Bandit Algorithm Using Hierarchical Structures
来源期刊：IEEE Transactions on Neural Networks and Learning SystemsDOI：10.1109/TNNLS.2018.2854796
Short Sequence Classification Through Discriminable Linear Dynamical System
来源期刊：IEEE Transactions on Neural Networks and Learning SystemsDOI：10.1109/TNNLS.2019.2891743
Covariance Matrix Adaptation for Multiobjective Multiarmed Bandits
来源期刊：IEEE Transactions on Neural Networks and Learning SystemsDOI：10.1109/TNNLS.2018.2885123
Variational Inference for 3-D Localization and Tracking of Multiple Targets Using Multiple Cameras
来源期刊：IEEE Transactions on Neural Networks and Learning SystemsDOI：10.1109/TNNLS.2018.2890526
Discriminative Feature Selection via Employing Smooth and Robust Hinge Loss
来源期刊：IEEE Transactions on Neural Networks and Learning SystemsDOI：10.1109/TNNLS.2018.2852297
