Shiping Wen

Orcid: 0000-0002-5048-0319

Affiliations:
  • University of Technology Sydney, Centre for Artificial Intelligence, Sydney, Australia
  • University of Electronic Science and Technology of China, School of Computer Science and Engineering, Chengdu, China
  • Huazhong University of Science and Technology, School of Automation, Wuhan, China (PhD 2013)


According to our database1, Shiping Wen authored at least 298 papers between 2008 and 2025.

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Bibliography

2025
Finite-time stability in probability of stochastic delay systems via generalized Halanay inequality.
Syst. Control. Lett., 2025

MIU-Net: Advanced multi-scale feature extraction and imbalance mitigation for optic disc segmentation.
Neural Networks, 2025

Analog Spiking U-Net integrating CBAM&ViT for medical image segmentation.
Neural Networks, 2025

Data-driven stock forecasting models based on neural networks: A review.
Inf. Fusion, 2025

2024
Observer-Based Quasi-Projective Functional Synchronization of Parameters Mismatch Dynamical Networks With Mixed Time-Varying Delays Under Impulsive Controllers.
IEEE Trans. Syst. Man Cybern. Syst., December, 2024

Quadratic Programming Consensus Tracking Control of Uncertain Multiagent Systems via Event-Triggered Mechanism.
IEEE Trans. Syst. Man Cybern. Syst., December, 2024

Operant Conditioning Neuromorphic Circuit With Addictiveness and Time Memory for Automatic Learning.
IEEE Trans. Biomed. Circuits Syst., October, 2024

Reachable Set Estimation for Delayed Memristive Neural Networks With Bounded Disturbances.
IEEE Trans. Syst. Man Cybern. Syst., September, 2024

Designing Efficient Bit-Level Sparsity-Tolerant Memristive Networks.
IEEE Trans. Neural Networks Learn. Syst., September, 2024

AutoGMap: Learning to Map Large-Scale Sparse Graphs on Memristive Crossbars.
IEEE Trans. Neural Networks Learn. Syst., September, 2024

Fault-Tolerant Synchronization for Memristive Neural Networks With Multiple Actuator Failures.
IEEE Trans. Cybern., September, 2024

Guest Editorial: Special Issue on Dark Side of the Socio-Cyber World: Media Manipulation, Fake News, and Misinformation.
IEEE Trans. Comput. Soc. Syst., August, 2024

A Hybrid Monotonic Neural Network Approach for Multi-Area Power System Load Frequency Control Against FGSM Attack.
IEEE Trans. Circuits Syst. II Express Briefs, August, 2024

Generalized-Type Multistability of Almost Periodic Solutions for Memristive Cohen-Grossberg Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., July, 2024

New Approximate Results of Fixed-Time Stabilization for Delayed Inertial Memristive Neural Networks.
IEEE Trans. Circuits Syst. II Express Briefs, July, 2024

Multistability of Complex-Valued NNs With General Periodic-Type Activation Functions and Its Application to Associative Memories.
IEEE Trans. Syst. Man Cybern. Syst., June, 2024

Finite-Time Synchronization of Neural Networks With Proportional Delays for RGB-D Image Protection.
IEEE Trans. Neural Networks Learn. Syst., June, 2024

Bipartite Synchronization of Signed Networks With Time-Vary Delays Based on T-S Fuzzy System.
IEEE Trans. Fuzzy Syst., June, 2024

Robust Weighted Low-Rank Tensor Approximation for Multiview Clustering With Mixed Noise.
IEEE Trans. Comput. Soc. Syst., June, 2024

Finite-Time Bipartite Tracking Consensus of Fractional-Order Multi-Layer Signed Networks by Aperiodically Intermittent Control.
IEEE Trans. Circuits Syst. II Express Briefs, June, 2024

A Distributed k-Winners-Take-All Model With Binary Consensus Protocols.
IEEE Trans. Cybern., May, 2024

Projected cross-view learning for unbalanced incomplete multi-view clustering.
Inf. Fusion, May, 2024

Generalized Halanay-Type Inequalities for Finite-Time Stabilization of Delayed Systems.
IEEE Trans. Circuits Syst. II Express Briefs, April, 2024

Distributed Predefined-Time Algorithm for System of Linear Equations Over Directed Networks.
IEEE Trans. Circuits Syst. II Express Briefs, April, 2024

Memristor-Based Conditioned Inhibition Neural Network Circuit With Blocking Generalization and Differentiation.
IEEE Internet Things J., April, 2024

Nonseparation analysis-based finite/fixed-time synchronization of fully complex-valued impulsive dynamical networks.
Appl. Math. Comput., April, 2024

Event-Based Global Exponential Synchronization for Quaternion-Valued Fuzzy Memristor Neural Networks With Time-Varying Delays.
IEEE Trans. Fuzzy Syst., March, 2024

Intelligent Event-Triggered Control Supervised by Mini-Batch Machine Learning and Data Compression Mechanism for T-S Fuzzy NCSs Under DoS Attacks.
IEEE Trans. Fuzzy Syst., March, 2024

Novel Exponential Stability Criteria for Switched Neutral-Type Neural Networks With Mixed Delays.
IEEE Trans. Circuits Syst. II Express Briefs, March, 2024

Multi-LRA: Multi logical residual architecture for spiking neural networks.
Inf. Sci., March, 2024

A data-knowledge-driven interval type-2 fuzzy neural network with interpretability and self-adaptive structure.
Inf. Sci., March, 2024

Finite-time synchronization of delayed fuzzy inertial neural networks via intermittent control.
Neurocomputing, March, 2024

Finite/Fixed-Time Controls of Neural Networks in a Signed Graph.
IEEE Trans. Syst. Man Cybern. Syst., February, 2024

Fuzzy Memory Controller Design Based-Machine Learning Algorithm and Stability Analysis for Nonlinear NCSs Under Asynchronous Cyber Attacks.
IEEE Trans. Syst. Man Cybern. Syst., February, 2024

Synchronization Control for T-S Fuzzy Neural Networks With Time Delay: A Novel Event-Triggered Mechanism.
IEEE Trans. Fuzzy Syst., February, 2024

Fixed-Time Synergetic Control Based on SEAIQR Model for COVID-19 Epidemic.
IEEE Trans. Circuits Syst. II Express Briefs, February, 2024

Event-Based Output Quantized Synchronization Control for Multiple Delayed Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., January, 2024

Saturation function-based continuous control on fixed-time synchronization of competitive neural networks.
Neural Networks, January, 2024

Distributed Adaptive Algorithm for Resource Allocation Problem Over Weight-Unbalanced Graphs.
IEEE Trans. Netw. Sci. Eng., 2024

Stability Analysis of Networked Control Systems Under DoS Attacks and Security Controller Design With Mini-Batch Machine Learning Supervision.
IEEE Trans. Inf. Forensics Secur., 2024

Fixed-time synchronization of complex-valued neural networks for image protection and 3D point cloud information protection.
Neural Networks, 2024

Self-paced regularized adaptive multi-view unsupervised feature selection.
Neural Networks, 2024

Unified analysis on multistablity of fraction-order multidimensional-valued memristive neural networks.
Neural Networks, 2024

Multistability and fixed-time multisynchronization of switched neural networks with state-dependent switching rules.
Neural Networks, 2024

A memristive all-inclusive hypernetwork for parallel analog deployment of full search space architectures.
Neural Networks, 2024

Input-to-state stability of delayed memristor-based inertial neural networks via non-reduced order method.
Neural Networks, 2024

Robust model predictive control for continuous nonlinear systems with the quasi-infinite adaptive horizon algorithm.
J. Frankl. Inst., 2024

Multistability of recurrent neural networks with general periodic activation functions and unbounded time-varying delays.
J. Frankl. Inst., 2024

Enhanced cubic function negative-determination Lemma on stability analysis for delayed neural networks via new analytical techniques.
J. Frankl. Inst., 2024

Novel distributed event/self-triggered sliding-mode control: Application to practical fixed-time consensus of second-order multi-agent systems.
Inf. Sci., 2024

Efficient multi-objective neural architecture search framework via policy gradient algorithm.
Inf. Sci., 2024

VSG-LFC on multi-area power system under unsecured communication channel using hybrid trigger mechanism.
Expert Syst. Appl., 2024

Multi-lead-time short-term runoff forecasting based on Ensemble Attention Temporal Convolutional Network.
Expert Syst. Appl., 2024

SimpleCNN-UNet: An optic disc image segmentation network based on efficient small-kernel convolutions.
Expert Syst. Appl., 2024

Synchronization sampled-data control of uncertain neural networks under an asymmetric Lyapunov-Krasovskii functional method.
Expert Syst. Appl., 2024

Motion segmentation with event camera: N-patches optical flow estimation and Pairwise Markov Random Fields.
Expert Syst. Appl., 2024

Camera-Invariant Meta-Learning Network for Single-Camera-Training Person Re-identification.
CoRR, 2024

NeuroMoCo: A Neuromorphic Momentum Contrast Learning Method for Spiking Neural Networks.
CoRR, 2024

Projective synchronization for distinct fractional-order neural networks consist of inconsistent orders via sliding mode control.
Commun. Nonlinear Sci. Numer. Simul., 2024

Fuzzy adaptive event-triggered synchronization control mechanism for T-S fuzzy RDNNs under deception attacks.
Commun. Nonlinear Sci. Numer. Simul., 2024

Optimization for Deep Takagi-Sugeno-Kang Fuzzy Classifier By Self-Adaptive Hybrid Search Evolutionary Algorithm with Competitive Behavior.
Proceedings of the International Joint Conference on Neural Networks, 2024

2023
Suboptimal Leader-to-Coordination Control for Nonlinear Systems With Switching Topologies: A Learning-Based Method.
IEEE Trans. Neural Networks Learn. Syst., December, 2023

Interval Bipartite Synchronization of Multiple Neural Networks in Signed Graphs.
IEEE Trans. Neural Networks Learn. Syst., December, 2023

Further Research on the Problems of Synchronization for Fractional-Order BAM Neural Networks in Octonion-Valued Domain.
Neural Process. Lett., December, 2023

Fixed/predefined-time synchronization of memristive neural networks based on state variable index coefficient.
Neurocomputing, December, 2023

Adaptive PI control for H∞ synchronization of multiple delayed coupled neural networks.
Neurocomputing, December, 2023

Integral-based event-triggering switched LFC scheme for power system under deception attack.
Expert Syst. Appl., December, 2023

Distributed event-triggered finite-time <i>H</i><sub>∞</sub> filtering for switched systems on sensor networks with two-channel network attacks and asynchronous modes.
Appl. Math. Comput., December, 2023

Improved Criteria for Stability of a Class of Recurrent Neural Networks With Generalized Piecewise Constant Argument.
IEEE Trans. Syst. Man Cybern. Syst., November, 2023

Asynchronous Fault Detection for Memristive Neural Networks With Dwell-Time-Based Communication Protocol.
IEEE Trans. Neural Networks Learn. Syst., November, 2023

Implementing bionic associate memory based on spiking signal.
Inf. Sci., November, 2023

Distributed dynamic event-triggered control for fixed/preassigned-time output synchronization of output-coupling complex networks.
Inf. Sci., November, 2023

Stability Analysis and Security-Based Event-Triggered Mechanism Design for T-S Fuzzy NCS With Traffic Congestion via DoS Attack and Its Application.
IEEE Trans. Fuzzy Syst., October, 2023

Robust H∞ Pinning Synchronization for Multiweighted Coupled Reaction-Diffusion Neural Networks.
IEEE Trans. Cybern., October, 2023

Observer-Based Intra-Cluster Lag Consensus of Multi-Agent Systems via Intermittent Adaptive Pinning Control.
J. Syst. Sci. Complex., October, 2023

Memristor-Based Neural Network Circuit of Emotional Habituation With Contextual Dependency.
IEEE Internet Things J., October, 2023

Multiple Mittag-Leffler Stability of Fractional-Order Complex-Valued Memristive Neural Networks With Delays.
IEEE Trans. Cybern., September, 2023

Synchronization of coupled switched neural networks subject to hybrid stochastic disturbances.
Neural Networks, September, 2023

Memristor-Based Circuit Design of PAD Emotional Space and Its Application in Mood Congruity.
IEEE Internet Things J., September, 2023

Multistability of switched complex-valued neural networks with state-dependent switching rules.
Neurocomputing, September, 2023

Density-based reliable and robust explainer for counterfactual explanation.
Expert Syst. Appl., September, 2023

A masked-face detection algorithm based on M-EIOU loss and improved ConvNeXt.
Expert Syst. Appl., September, 2023

Cluster Synchronization of Multiple Fractional-Order Recurrent Neural Networks With Time-Varying Delays.
IEEE Trans. Neural Networks Learn. Syst., August, 2023

A Survey on Data-Driven Runoff Forecasting Models Based on Neural Networks.
IEEE Trans. Emerg. Top. Comput. Intell., August, 2023

Robust Face Alignment via Inherent Relation Learning and Uncertainty Estimation.
IEEE Trans. Pattern Anal. Mach. Intell., August, 2023

Adaptive memory-based event-triggering resilient LFC for power system under DoS attack.
Appl. Math. Comput., August, 2023

Suboptimal Safety-Critical Control for Continuous Systems Using Prediction-Correction Online Optimization.
IEEE Trans. Syst. Man Cybern. Syst., July, 2023

Bipartite Synchronization of Signed Lur'e Network via Quantized Control.
IEEE Trans. Circuits Syst. II Express Briefs, July, 2023

A Novel Residual Gated Recurrent Unit Framework for Runoff Forecasting.
IEEE Internet Things J., July, 2023

Approximate Optimal Control for Nonlinear Systems With Periodic Event-Triggered Mechanism.
IEEE Trans. Neural Networks Learn. Syst., June, 2023

Aperiodic Event-Triggered Synchronization Control for Neural Networks With Stochastic Perturbations and Time Delay.
IEEE Trans. Circuits Syst. II Express Briefs, June, 2023

Memristor-Based Neural Network Circuit With Multimode Generalization and Differentiation on Pavlov Associative Memory.
IEEE Trans. Cybern., May, 2023

Mittag-Leffler stability of fractional-order quaternion-valued memristive neural networks with generalized piecewise constant argument.
Neural Networks, May, 2023

Sum-based event-triggered dynamic output feedback control for synchronization of fuzzy neural networks with deception attacks.
Neural Comput. Appl., May, 2023

Finite-time synchronization of T-S fuzzy memristive neural networks with time delay.
Fuzzy Sets Syst., May, 2023

Efficient Spectral Graph Convolutional Network Deployment on Memristive Crossbars.
IEEE Trans. Emerg. Top. Comput. Intell., April, 2023

Robust Adaptive Safety-Critical Control for Unknown Systems With Finite-Time Elementwise Parameter Estimation.
IEEE Trans. Syst. Man Cybern. Syst., March, 2023

Interval Bipartite Synchronization of Delayed Nonlinear Neural Networks With Signed Graphs.
IEEE Trans. Syst. Man Cybern. Syst., March, 2023

Neural Architecture Search for Portrait Parsing.
IEEE Trans. Neural Networks Learn. Syst., March, 2023

Adaptive Exact Penalty Design for Optimal Resource Allocation.
IEEE Trans. Neural Networks Learn. Syst., March, 2023

Guest Editorial - Introduction to the Special Issue on Smart Fuzzy Optimization for Decision-Making in Uncertain Environments.
Int. J. Comput. Intell. Appl., March, 2023

A Survey on the Control Lyapunov Function and Control Barrier Function for Nonlinear-Affine Control Systems.
IEEE CAA J. Autom. Sinica, March, 2023

Compact and Stable Memristive Visual Geometry Group Neural Network.
IEEE Trans. Neural Networks Learn. Syst., February, 2023

A simple and effective multi-person pose estimation model for low power embedded system.
Microprocess. Microsystems, February, 2023

Forgetting memristor based STDP learning circuit for neural networks.
Neural Networks, January, 2023

MTLP-JR: Multi-task learning-based prediction for joint ranking in neural architecture search.
Comput. Electr. Eng., January, 2023

Finite-Time Nonchattering Synchronization of Coupled Neural Networks With Multi-Weights.
IEEE Trans. Netw. Sci. Eng., 2023

Event-Triggered Finite-Time Synchronization Control for Quaternion-Valued Memristive Neural Networks by an Non-Decomposition Method.
IEEE Trans. Netw. Sci. Eng., 2023

Multiobjective Reinforcement Learning-Based Neural Architecture Search for Efficient Portrait Parsing.
IEEE Trans. Cybern., 2023

Special issue on soft computing for high-dimensional data analytics and optimization.
Soft Comput., 2023

Communication security of autonomous ground vehicles based on networked control systems: The optimized LMI approach.
Secur. Saf., 2023

Special Issue on Neural Networks for Early Cancer Detection.
Neural Process. Lett., 2023

Fixed/prescribed-time synchronization of BAM memristive neural networks with time-varying delays via convex analysis.
Neural Networks, 2023

Multiple asymptotical ω-periodicity of fractional-order delayed neural networks under state-dependent switching.
Neural Networks, 2023

Adaptive fixed-time output synchronization for complex dynamical networks with multi-weights.
Neural Networks, 2023

Robust twin depth support vector machine based on average depth.
Knowl. Based Syst., 2023

Finite/fixed-time practical sliding mode: An event-triggered approach.
Inf. Sci., 2023

Controller design for finite-time attractive and energy consumption of stochastic nonlinear systems.
Int. J. Control, 2023

Model-Assisted Probabilistic Safe Adaptive Control With Meta-Bayesian Learning.
CoRR, 2023

A three-way Pythagorean fuzzy correlation coefficient approach and its applications in deciding some real-life problems.
Appl. Intell., 2023

Game Physics Engine Using Optimised Geometric Algebra RISC-V Vector Extensions Code Using Fourier Series Data.
Proceedings of the Advances in Computer Graphics, 2023

2022
VAVM: A Flexible Technique for Variable-Angle Around View Monitor System Towards Articulated Engineering Vehicle.
IEEE Trans. Veh. Technol., 2022

Formation Control of Multiagent Networks: Cooperative and Antagonistic Interactions.
IEEE Trans. Syst. Man Cybern. Syst., 2022

PID Control for Output Synchronization of Multiple Output Coupled Complex Networks.
IEEE Trans. Netw. Sci. Eng., 2022

A Recent Survey on Control for Synchronization and Passivity of Complex Networks.
IEEE Trans. Netw. Sci. Eng., 2022

Guest Editorial: Introduction to the Special Section on Efficient Network Design for Convergence of Deep Learning and Edge Computing.
IEEE Trans. Netw. Sci. Eng., 2022

A Distributed Network System for Nonsmooth Coupled-Constrained Optimization.
IEEE Trans. Netw. Sci. Eng., 2022

Neural Architecture Search With a Lightweight Transformer for Text-to-Image Synthesis.
IEEE Trans. Netw. Sci. Eng., 2022

An Adaptive Multi-Agent System With Duplex Control Laws for Distributed Resource Allocation.
IEEE Trans. Netw. Sci. Eng., 2022

Unified Analysis on the Global Dissipativity and Stability of Fractional-Order Multidimension-Valued Memristive Neural Networks With Time Delay.
IEEE Trans. Neural Networks Learn. Syst., 2022

Memristor-Based Edge Computing of Blaze Block for Image Recognition.
IEEE Trans. Neural Networks Learn. Syst., 2022

An Efficient Memristor-Based Circuit Implementation of Squeeze-and-Excitation Fully Convolutional Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., 2022

Observer-Based Adaptive Synchronization of Multiagent Systems With Unknown Parameters Under Attacks.
IEEE Trans. Neural Networks Learn. Syst., 2022

Novel Pythagorean Fuzzy Correlation Measures Via Pythagorean Fuzzy Deviation, Variance, and Covariance With Applications to Pattern Recognition and Career Placement.
IEEE Trans. Fuzzy Syst., 2022

Broad Learning Based Dynamic Fuzzy Inference System With Adaptive Structure and Interpretable Fuzzy Rules.
IEEE Trans. Fuzzy Syst., 2022

Attend to Where and When: Cascaded Attention Network for Facial Expression Recognition.
IEEE Trans. Emerg. Top. Comput. Intell., 2022

Analysis and Design of Multivalued High-Capacity Associative Memories Based on Delayed Recurrent Neural Networks.
IEEE Trans. Cybern., 2022

New Criteria on Stability of Dynamic Memristor Delayed Cellular Neural Networks.
IEEE Trans. Cybern., 2022

Stabilization Analysis for Linear Disturbed Event-Triggered Control System With Packet Losses.
IEEE Trans. Control. Netw. Syst., 2022

Skew polynomial superrings.
Soft Comput., 2022

A Novel Adaptive Deskewing Algorithm for Document Images.
Sensors, 2022

Extended analysis on the global Mittag-Leffler synchronization problem for fractional-order octonion-valued BAM neural networks.
Neural Networks, 2022

Trade off analysis between fixed-time stabilization and energy consumption of nonlinear neural networks.
Neural Networks, 2022

Comprehensive analysis of fixed-time stability and energy cost for delay neural networks.
Neural Networks, 2022

Lag H∞ synchronization of coupled neural networks with multiple state couplings and multiple delayed state couplings.
Neural Networks, 2022

Finite-time dissipative control for bidirectional associative memory neural networks with state-dependent switching and time-varying delays.
Knowl. Based Syst., 2022

Toward a perceptive pretraining framework for Audio-Visual Video Parsing.
Inf. Sci., 2022

Consensus tracking of stochastic multi-agent system with actuator faults and switching topologies.
Inf. Sci., 2022

Taylor saves for later: Disentanglement for video prediction using Taylor representation.
Neurocomputing, 2022

Lag projective synchronization of nonidentical fractional delayed memristive neural networks.
Neurocomputing, 2022

An efficient multitask neural network for face alignment, head pose estimation and face tracking.
Expert Syst. Appl., 2022

SepViT: Separable Vision Transformer.
CoRR, 2022

Suboptimal Safety-Critical Control for Continuous Systems Using Prediction-Correction Online Optimization.
CoRR, 2022

PPO-based Pricing Method for Shared Energy Storage System.
Proceedings of the IEEE PES Innovative Smart Grid Technologies - Asia, 2022

2021
Memristive LSTM Network for Sentiment Analysis.
IEEE Trans. Syst. Man Cybern. Syst., 2021

Multilabel Image Classification via Feature/Label Co-Projection.
IEEE Trans. Syst. Man Cybern. Syst., 2021

Auto-FERNet: A Facial Expression Recognition Network With Architecture Search.
IEEE Trans. Netw. Sci. Eng., 2021

Simplifying Complex Network Stability Analysis via Hierarchical Node Aggregation and Optimal Periodic Control.
IEEE Trans. Neural Networks Learn. Syst., 2021

Finite-/Fixed-Time Synchronization of Delayed Coupled Discontinuous Neural Networks With Unified Control Schemes.
IEEE Trans. Neural Networks Learn. Syst., 2021

Novel Inequalities to Global Mittag-Leffler Synchronization and Stability Analysis of Fractional-Order Quaternion-Valued Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., 2021

Observer-Based Quasi-Synchronization of Delayed Dynamical Networks With Parameter Mismatch Under Impulsive Effect.
IEEE Trans. Neural Networks Learn. Syst., 2021

Sliding Mode Stabilization of Memristive Neural Networks With Leakage Delays and Control Disturbance.
IEEE Trans. Neural Networks Learn. Syst., 2021

End-to-End Detection-Segmentation System for Face Labeling.
IEEE Trans. Emerg. Top. Comput. Intell., 2021

3D-CNN-SPP: A Patient Risk Prediction System From Electronic Health Records via 3D CNN and Spatial Pyramid Pooling.
IEEE Trans. Emerg. Top. Comput. Intell., 2021

Massive Maritime Path Planning: A Contextual Online Learning Approach.
IEEE Trans. Cybern., 2021

A Unified Framework Design for Finite-Time and Fixed-Time Synchronization of Discontinuous Neural Networks.
IEEE Trans. Cybern., 2021

Periodic Event-Triggered Synchronization of Multiple Memristive Neural Networks With Switching Topologies and Parameter Mismatch.
IEEE Trans. Cybern., 2021

Finite-Time and Fixed-Time Synchronization of Coupled Memristive Neural Networks With Time Delay.
IEEE Trans. Cybern., 2021

Time-Varying Formation Control of General Linear Multi-Agent Systems Under Markovian Switching Topologies and Communication Noises.
IEEE Trans. Circuits Syst. II Express Briefs, 2021

Positivity and Stability of Cohen-Grossberg-Type Memristor Neural Networks With Unbounded Delays.
IEEE Trans. Circuits Syst. I Regul. Pap., 2021

CKFO: Convolution Kernel First Operated Algorithm With Applications in Memristor-Based Convolutional Neural Network.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2021

Memristor-Based Edge Computing of ShuffleNetV2 for Image Classification.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2021

Mean Square Stabilization of Neural Networks with Weighted Try once Discard Protocol and State Observer.
Neural Process. Lett., 2021

Fuzzy Coefficient of Impulsive Intensity in a Nonlinear Impulsive Control System.
Neural Process. Lett., 2021

Improved approach to the problem of the global Mittag-Leffler synchronization for fractional-order multidimension-valued BAM neural networks based on new inequalities.
Neural Networks, 2021

Multistability and associative memory of neural networks with Morita-like activation functions.
Neural Networks, 2021

State bounding for fuzzy memristive neural networks with bounded input disturbances.
Neural Networks, 2021

Highly parallelized memristive binary neural network.
Neural Networks, 2021

Mittag-Leffler synchronization and stability analysis for neural networks in the fractional-order multi-dimension field.
Knowl. Based Syst., 2021

MöbiusE: Knowledge Graph Embedding on Möbius Ring.
Knowl. Based Syst., 2021

Some new Pythagorean fuzzy correlation techniques via statistical viewpoint with applications to decision-making problems.
J. Intell. Fuzzy Syst., 2021

Dynamic online convex optimization with long-term constraints via virtual queue.
Inf. Sci., 2021

Event-based passification of delayed memristive neural networks.
Inf. Sci., 2021

A Resource-Constrained and Privacy-Preserving Edge-Computing-Enabled Clinical Decision System: A Federated Reinforcement Learning Approach.
IEEE Internet Things J., 2021

Multistability of state-dependent switching neural networks with discontinuous nonmonotonic piecewise linear activation functions.
Neurocomputing, 2021

Synchronization of fractional-order spatiotemporal complex networks with boundary communication.
Neurocomputing, 2021

Stable and compact design of Memristive GoogLeNet Neural Network.
Neurocomputing, 2021

Finite-time stability of coupled impulsive neural networks with time-varying delays and saturating actuators.
Neurocomputing, 2021

Robust Finite-Time Adaptation Law for Safety-Critical Control.
CoRR, 2021

Optimal Tracking Control for Unknown Linear Systems with Finite-Time Parameter Estimation.
CoRR, 2021

AutoGMap: Learning to Map Large-scale Sparse Graphs on Memristive Crossbars.
CoRR, 2021

TND-NAS: Towards Non-differentiable Objectives in Progressive Differentiable NAS Framework.
CoRR, 2021

Rethinking the constraints of multimodal fusion: case study in Weakly-Supervised Audio-Visual Video Parsing.
CoRR, 2021

Impulsive disturbance on stability analysis of delayed quaternion-valued neural networks.
Appl. Math. Comput., 2021

A discrete event-triggered scheme for networked control systems.
Proceedings of the 30th IEEE International Symposium on Industrial Electronics, 2021

On fuzzy alternate control systems.
Proceedings of the 13th International Conference on Advanced Computational Intelligence, 2021

Determination of Pattern Recognition Problems based on a Pythagorean Fuzzy Correlation Measure from Statistical Viewpoint.
Proceedings of the 13th International Conference on Advanced Computational Intelligence, 2021

2020
Memristor-Based Design of Sparse Compact Convolutional Neural Network.
IEEE Trans. Netw. Sci. Eng., 2020

Projective Synchroniztion of Neural Networks via Continuous/Periodic Event-Based Sampling Algorithms.
IEEE Trans. Netw. Sci. Eng., 2020

Global Stabilization of Memristive Neural Networks with Leakage and Time-Varying Delays Via Quantized Sliding-Mode Controller.
Neural Process. Lett., 2020

Training memristor-based multilayer neuromorphic networks with SGD, momentum and adaptive learning rates.
Neural Networks, 2020

Fixed-time synchronization of delayed Cohen-Grossberg neural networks based on a novel sliding mode.
Neural Networks, 2020

New approach to global Mittag-Leffler synchronization problem of fractional-order quaternion-valued BAM neural networks based on a new inequality.
Neural Networks, 2020

Generalized norm for existence, uniqueness and stability of Hopfield neural networks with discrete and distributed delays.
Neural Networks, 2020

Global synchronization of coupled delayed memristive reaction-diffusion neural networks.
Neural Networks, 2020

Sliding mode control of neural networks via continuous or periodic sampling event-triggering algorithm.
Neural Networks, 2020

Exponential synchronization of memristive neural networks with time-varying delays via quantized sliding-mode control.
Neural Networks, 2020

Global exponential synchronization of delayed memristive neural networks with reaction-diffusion terms.
Neural Networks, 2020

Designing pulse-coupled neural networks with spike-synchronization-dependent plasticity rule: image segmentation and memristor circuit application.
Neural Comput. Appl., 2020

Global exponential anti-synchronization for delayed memristive neural networks via event-triggering method.
Neural Comput. Appl., 2020

Quantized passification of delayed memristor-based neural networks via sliding model control.
J. Frankl. Inst., 2020

Stabilization of memristive neural networks with mixed time-varying delays via continuous/periodic event-based control.
J. Frankl. Inst., 2020

Novel methods to finite-time Mittag-Leffler synchronization problem of fractional-order quaternion-valued neural networks.
Inf. Sci., 2020

Event-triggered distributed control for synchronization of multiple memristive neural networks under cyber-physical attacks.
Inf. Sci., 2020

Finite-time synchronization of fully complex-valued networks with or without time-varying delays via intermittent control.
Neurocomputing, 2020

Finite/fixed-time synchronization of delayed memristive reaction-diffusion neural networks.
Neurocomputing, 2020

Quantized synchronization of memristive neural networks with time-varying delays via super-twisting algorithm.
Neurocomputing, 2020

SAANet: Siamese action-units attention network for improving dynamic facial expression recognition.
Neurocomputing, 2020

Special issue: Theoretical analysis of deep learning editorial.
Neurocomputing, 2020

Revisiting Memristor Properties.
Int. J. Bifurc. Chaos, 2020

A New Supply Chain System and Its Impulsive Synchronization.
Complex., 2020

Stability Analysis for Nonlinear Impulsive Control System with Uncertainty Factors.
Comput. Intell. Neurosci., 2020

Passivity and passification of memristive recurrent neural networks with multi-proportional delays and impulse.
Appl. Math. Comput., 2020

Event-based sliding-mode synchronization of delayed memristive neural networks via continuous/periodic sampling algorithm.
Appl. Math. Comput., 2020

Synchronization of discrete-time recurrent neural networks with time-varying delays via quantized sliding mode control.
Appl. Math. Comput., 2020

Exponential Stability Analysis of Mixed Delayed Quaternion-Valued Neural Networks Via Decomposed Approach.
IEEE Access, 2020

Exponential Synchronization of Switched Neural Networks With Mixed Time-Varying Delays via Static/Dynamic Event-Triggering Rules.
IEEE Access, 2020

Crowd Counting via Hierarchical Scale Recalibration Network.
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

2019
Memristor-Based Echo State Network With Online Least Mean Square.
IEEE Trans. Syst. Man Cybern. Syst., 2019

Event-Based Synchronization Control for Memristive Neural Networks With Time-Varying Delay.
IEEE Trans. Cybern., 2019

Generating Realistic Videos From Keyframes With Concatenated GANs.
IEEE Trans. Circuits Syst. Video Technol., 2019

Adjusting Learning Rate of Memristor-Based Multilayer Neural Networks via Fuzzy Method.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2019

Synchronization of memristive neural networks with leakage delay and parameters mismatch via event-triggered control.
Neural Networks, 2019

Passivity analysis of delayed reaction-diffusion memristor-based neural networks.
Neural Networks, 2019

CLU-CNNs: Object detection for medical images.
Neurocomputing, 2019

Synchronization control for memristive high-order competitive neural networks with time-varying delay.
Neurocomputing, 2019

Sparse fully convolutional network for face labeling.
Neurocomputing, 2019

A Flux-Controlled Logarithmic Memristor Model and Emulator.
Circuits Syst. Signal Process., 2019

Passivity and passification of memristive neural networks with leakage term and time-varying delays.
Appl. Math. Comput., 2019

Multi-Label Image Classification by Feature Attention Network.
IEEE Access, 2019

Existence and Exponential Stability of Solutions for Quaternion-Valued Delayed Hopfield Neural Networks by ξ-Norms.
IEEE Access, 2019

k-Reciprocal Harmonious Attention Network for Video-Based Person Re-Identification.
IEEE Access, 2019

Automatic Segmentation of Human Placenta Images With U-Net.
IEEE Access, 2019

A Dual-Camera Surveillance Video Summarization Generating Strategy for Multi-Target Capturing.
Proceedings of the ICVIP 2019: The 3rd International Conference on Video and Image Processing, 2019

Temporal Feature Augmented Network for Video Instance Segmentation.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

2018
Memristive Fully Convolutional Network: An Accurate Hardware Image-Segmentor in Deep Learning.
IEEE Trans. Emerg. Top. Comput. Intell., 2018

Memristor-Based Circuit Implementations of Recognition Network and Recall Network With Forgetting Stages.
IEEE Trans. Cogn. Dev. Syst., 2018

General memristor with applications in multilayer neural networks.
Neural Networks, 2018

Design of memristor-based image convolution calculation in convolutional neural network.
Neural Comput. Appl., 2018

Passivity analysis of coupled neural networks with reaction-diffusion terms and mixed delays.
J. Frankl. Inst., 2018

A full-function Pavlov associative memory implementation with memristance changing circuit.
Neurocomputing, 2018

Memristor-based circuit implementation of pulse-coupled neural network with dynamical threshold generators.
Neurocomputing, 2018

GST-memristor-based online learning neural networks.
Neurocomputing, 2018

A modified Elman neural network with a new learning rate scheme.
Neurocomputing, 2018

Boundedness and Stability for a Class of Timescale-Type Time-Varying Systems.
Proceedings of the Advances in Neural Networks - ISNN 2018, 2018

WeiboCluster: An Event-Oriented Sina Weibo Dataset with Estimating Credit.
Proceedings of the Advances in Neural Networks - ISNN 2018, 2018

2017
Fuzzy Control for Uncertain Vehicle Active Suspension Systems via Dynamic Sliding-Mode Approach.
IEEE Trans. Syst. Man Cybern. Syst., 2017

Adaptive Neural-Fuzzy Sliding-Mode Fault-Tolerant Control for Uncertain Nonlinear Systems.
IEEE Trans. Syst. Man Cybern. Syst., 2017

Synchronization of Switched Neural Networks With Communication Delays via the Event-Triggered Control.
IEEE Trans. Neural Networks Learn. Syst., 2017

Sliding-Mode Control of Memristive Chua's Systems via the Event-Based Method.
IEEE Trans. Circuits Syst. II Express Briefs, 2017

New Criteria on Exponential Lag Synchronization of Switched Neural Networks with Time-Varying Delays.
Neural Process. Lett., 2017

A short-term power load forecasting model based on the generalized regression neural network with decreasing step fruit fly optimization algorithm.
Neurocomputing, 2017

Nonlinear model reference control via aperiodic sampling.
Proceedings of the IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society, Beijing, China, October 29, 2017

2016
Event-Triggering Load Frequency Control for Multiarea Power Systems With Communication Delays.
IEEE Trans. Ind. Electron., 2016

Aperiodic Sampled-Data Sliding-Mode Control of Fuzzy Systems With Communication Delays Via the Event-Triggered Method.
IEEE Trans. Fuzzy Syst., 2016

Implementation of Memristive Neural Network With Full-Function Pavlov Associative Memory.
IEEE Trans. Circuits Syst. I Regul. Pap., 2016

New results on anti-synchronization of switched neural networks with time-varying delays and lag signals.
Neural Networks, 2016

Asymptotic stability analysis on nonlinear systems with leakage delay.
J. Frankl. Inst., 2016

Synchronization of complex dynamical network with piecewise constant argument of generalized type.
Neurocomputing, 2016

New Criteria of Robust \(H_\infty \) Stability for Fuzzy Mixed-Delay Systems with Nonlinear Noise Disturbances.
Circuits Syst. Signal Process., 2016

2015
Lag Synchronization of Switched Neural Networks via Neural Activation Function and Applications in Image Encryption.
IEEE Trans. Neural Networks Learn. Syst., 2015

New Criteria of Passivity Analysis for Fuzzy Time-Delay Systems With Parameter Uncertainties.
IEEE Trans. Fuzzy Syst., 2015

Circuit design and exponential stabilization of memristive neural networks.
Neural Networks, 2015

Observer-based <i>H</i><sub>∞</sub> fuzzy control for discrete-time Takagi-Sugeno fuzzy mixed delay systems with random packet losses and multiplicative noises.
Int. J. Syst. Sci., 2015

Synchronization control of stochastic memristor-based neural networks with mixed delays.
Neurocomputing, 2015

Memristor Crossbar Array for Image Storing.
Proceedings of the Advances in Neural Networks - ISNN 2015, 2015

2014
Exponential Adaptive Lag Synchronization of Memristive Neural Networks via Fuzzy Method and Applications in Pseudorandom Number Generators.
IEEE Trans. Fuzzy Syst., 2014

Reliable H<sub>∞</sub> filtering for neutral systems with mixed delays and multiplicative noises.
Signal Process., 2014

Noise cancellation of memristive neural networks.
Neural Networks, 2014

Event-based control for memristive systems.
Commun. Nonlinear Sci. Numer. Simul., 2014

Implementation of memristive neural networks with spike-rate-dependent plasticity synapses.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

2013
Associative Learning of Integrate-and-Fire Neurons with Memristor-Based Synapses.
Neural Process. Lett., 2013

Global exponential synchronization of memristor-based recurrent neural networks with time-varying delays.
Neural Networks, 2013

Dynamic behaviors of memristor-based delayed recurrent networks.
Neural Comput. Appl., 2013

Passivity analysis of memristor-based recurrent neural networks with time-varying delays.
J. Frankl. Inst., 2013

Robust probabilistic sampling H∞ output tracking control for a class of nonlinear networked systems with multiplicative noises.
J. Frankl. Inst., 2013

Robust sampled-data <i>H</i> <sub>∞</sub> output tracking control for a class of nonlinear networked systems with stochastic sampling.
Int. J. Syst. Sci., 2013

Robust Passivity and Passification for a Class of Singularly Perturbed Nonlinear Systems with Time-Varying Delays and Polytopic Uncertainties via Neural Networks.
Circuits Syst. Signal Process., 2013

Observer-based <i>H</i><sub><i>∞</i></sub> control of discrete time-delay systems with random communication packet losses and multiplicative noises.
Appl. Math. Comput., 2013

2012
H<sub>∞</sub> Filtering for Neutral Systems With Mixed Delays and Multiplicative Noises.
IEEE Trans. Circuits Syst. II Express Briefs, 2012

Dynamics Analysis of a Class of Memristor-Based Recurrent Networks with Time-Varying Delays in the Presence of Strong External Stimuli.
Neural Process. Lett., 2012

Robust stability analysis of interval fuzzy Cohen-Grossberg neural networks with piecewise constant argument of generalized type.
Neural Networks, 2012

Synchronization control of a class of memristor-based recurrent neural networks.
Inf. Sci., 2012

Exponential stability analysis of memristor-based recurrent neural networks with time-varying delays.
Neurocomputing, 2012

Dissipativity Analysis and Stabilization for Stochastic Systems with Repeated Scalar Nonlinearities and Applications.
Circuits Syst. Signal Process., 2012

Passivity and passification for a class of singularly perturbed nonlinear systems via neural networks.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

2008
Robust Stability of Switched Recurrent Neural Networks with Discrete and Distributed Delays under Uncertainty.
Proceedings of the Advances in Neural Networks, 2008

Global exponential stability of recurrent neural networks with pure time-varying delays.
Proceedings of the International Joint Conference on Neural Networks, 2008


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