2025
DTGA: an in-situ training scheme for memristor neural networks with high performance.
Appl. Intell., January, 2025
Memristive Clustering: A Novel Sustainable Parameter Selection Based on Memristive Circuit Model.
IEEE Trans. Sustain. Comput., 2025
PointAttention: Rethinking Feature Representation and Propagation in Point Cloud.
IEEE Trans. Multim., 2025
Digital-Twin virtual model real-time construction via spatio-temporal cascade reconstruction for full-field plastic deformation monitoring in metal tube bending manufacturing.
Robotics Comput. Integr. Manuf., 2025
A novel high performance in-situ training scheme for open-loop tuning of the memristor neural networks.
Expert Syst. Appl., 2025
2024
MPC-Net: Multi-Prior Collaborative Network for Low-Light Image Enhancement.
IEEE Trans. Circuits Syst. Video Technol., October, 2024
Improving Spiking Neural Network With Frequency Adaptation for Image Classification.
IEEE Trans. Cogn. Dev. Syst., June, 2024
Time Series Classification Based on Forward Echo State Convolution Network.
Neural Process. Lett., June, 2024
An efficient full-size convolutional computing method based on memristor crossbar.
Artif. Intell. Rev., June, 2024
Reconfigurable Stateful Logic Circuit With Cu/CuI/Pt Memristors for In-Memory Computing.
IEEE Trans. Very Large Scale Integr. Syst., May, 2024
Position adaptive residual block and knowledge complement strategy for point cloud analysis.
Artif. Intell. Rev., May, 2024
Design and FPGA Implementation of Grid-Scroll Hamiltonian Conservative Chaotic Flows With a Line Equilibrium.
IEEE Trans. Very Large Scale Integr. Syst., April, 2024
Another n-D Conservative Chaotic/Hyperchaotic System.
IEEE Trans. Circuits Syst. II Express Briefs, March, 2024
Feature augmentation and scale penalty for tiny floating detection.
Int. J. Mach. Learn. Cybern., March, 2024
A Lightweight CNN Based on Memristive Stochastic Computing for Electronic Nose.
Int. J. Bifurc. Chaos, March, 2024
Exponential synchronization of uncertain chaotic inertial neural networks by guaranteed cost intermittent control.
Neurocomputing, February, 2024
Lightweight spiking neural network training based on spike timing dependent backpropagation.
Neurocomputing, February, 2024
High-performance convolutional neural network emulation via FPGA-integrated memristive circuitry.
Microelectron. J., 2024
Exploiting memristive autapse and temporal distillation for training spiking neural networks.
Knowl. Based Syst., 2024
Adaptive finite-time passivity and synchronization of coupled fractional-order memristive neural networks with multi-state couplings.
Neurocomputing, 2024
A multilevel interleaved group attention-based convolutional network for gas detection via an electronic nose system.
Eng. Appl. Artif. Intell., 2024
Ada-iD: Active Domain Adaptation for Intrusion Detection.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024
A Visual Inertial SLAM Method for Fusing Point and Line Features.
Proceedings of the Advances in Neural Networks - ISNN 2024, 2024
Light-Weight SA-BNN: High-Precision Olfactory Recognition of Binary Neural Networks.
Proceedings of the Advances in Neural Networks - ISNN 2024, 2024
A Robust Visual SLAM System in Dynamic Environment.
Proceedings of the Advances in Neural Networks - ISNN 2024, 2024
Improved Memristive Binarized Neural Networks Using Transformer_DCBNN Architecture with CBAM Attention Mechanism.
Proceedings of the Advances in Neural Networks - ISNN 2024, 2024
2023
Robust Domain Correction Latent Subspace Learning for Gas Sensor Drift Compensation.
IEEE Trans. Syst. Man Cybern. Syst., December, 2023
SAGAN: Deep semantic-aware generative adversarial network for unsupervised image enhancement.
Knowl. Based Syst., December, 2023
A Hybrid Weight Quantization Strategy for Memristive Neural Networks.
Neurocomputing, December, 2023
Surrogate gradient scaling for directly training spiking neural networks.
Appl. Intell., December, 2023
Application of Reservoir Computing Based on a 2D Hyperchaotic Discrete Memristive Map in Efficient Temporal Signal Processing.
Int. J. Bifurc. Chaos, May, 2023
An effective and efficient broad-based ensemble learning model for moderate-large scale image recognition.
Artif. Intell. Rev., May, 2023
Memristive FHN spiking neuron model and brain-inspired threshold logic computing.
Neurocomputing, 2023
NORP: A Compact Neuromorphic Olfactory Recognition Processor With On-Chip Hybrid Learning.
Proceedings of the IEEE International Conference on Integrated Circuits, 2023
An Encryption Scheme Using Multi-Scroll Memristive Chaotic System.
Proceedings of the 2023 2nd Asia Conference on Algorithms, Computing and Machine Learning, 2023
2022
A Novel Image Encryption Algorithm Based on 2D Self-Coupling Sine Map.
Int. J. Bifurc. Chaos, December, 2022
A - °C-125 °C 0.4-μA Low-Noise Bandgap Voltage Reference With 0.8-mA Load Driving Capability Using Shared Feedback Resistors.
IEEE Trans. Circuits Syst. II Express Briefs, 2022
A Simple Method for Constructing a Family of Hamiltonian Conservative Chaotic Systems.
IEEE Trans. Circuits Syst. I Regul. Pap., 2022
Memristor ratioed logic crossbar-based delay and jump-key flip-flops design.
Int. J. Circuit Theory Appl., 2022
Dynamic Effects of a MCNN-CS Under Electromagnetic Induction and Its Application.
Int. J. Bifurc. Chaos, 2022
An Improved Gumowski-Mira Map with Symmetric Lyapunov Exponents.
Int. J. Bifurc. Chaos, 2022
ESA-CycleGAN: Edge feature and self-attention based cycle-consistent generative adversarial network for style transfer.
IET Image Process., 2022
Reduction 93.7% time and power consumption using a memristor-based imprecise gradient update algorithm.
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Artif. Intell. Rev., 2022
2021
A Multiring Julia Fractal Chaotic System With Separated-Scroll Attractors.
IEEE Trans. Very Large Scale Integr. Syst., 2021
QuantBayes: Weight Optimization for Memristive Neural Networks via Quantization-Aware Bayesian Inference.
IEEE Trans. Circuits Syst. I Regul. Pap., 2021
A -40-125 °C, 0.8 V, 33 kHz relaxation oscillator with integrated voltage and current reference and compensated comparator delay.
Microelectron. J., 2021
High frequency patterns play a key role in the generation of adversarial examples.
Neurocomputing, 2021
A reconfigurable bidirectional associative memory network with memristor bridge.
Neurocomputing, 2021
A mixed-kernel, variable-dimension memristive CNN for electronic nose recognition.
Neurocomputing, 2021
Designing Twin Memristor-Based Multiscroll Systems by Varying the Flux Variable of Memristor.
Int. J. Bifurc. Chaos, 2021
Hidden Attractor and Multistability in a Novel Memristor-Based System Without Symmetry.
Int. J. Bifurc. Chaos, 2021
Bayesian neural network enhancing reliability against conductance drift for memristor neural networks.
Sci. China Inf. Sci., 2021
Reconfigurable logic circuit design for stateful Boolean logic computing.
Sci. China Inf. Sci., 2021
A 0.9-V 22.7-ppm/°C Sub-Bandgap Voltage Reference with Single BJT and Two Resistors.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2021
A 127 nA Quiescent Current Capacitorless NMOS LDO with Fast-Transient Response.
Proceedings of the 2021 IEEE International Conference on Integrated Circuits, 2021
An Ultra-low Power Consumption Dual-Output Subthreshold CMOS Voltage Reference.
Proceedings of the 2021 IEEE International Conference on Integrated Circuits, 2021
A 1.1-V 26.2-ppm/°C Sub-Bandgap Voltage Reference with 6.5-nW Power Consumption Composed of Subthreshold CMOSs and Single BJT.
Proceedings of the 2021 IEEE International Conference on Integrated Circuits, 2021
A 5.72-μW, 1.02-MHz, -40~125°C, 1μs-Startup Time Relaxation Oscillation with Fully-on-Chip Voltage Reference and LDO Regulator.
Proceedings of the 2021 IEEE International Conference on Integrated Circuits, 2021
2020
A -40 °C to 120 °C, 169 ppm/°C Nano-Ampere CMOS Current Reference.
IEEE Trans. Circuits Syst. II Express Briefs, 2020
Convolution Kernel Operations on a Two-Dimensional Spin Memristor Cross Array.
Sensors, 2020
A Nano-Watt Dual-Output Subthreshold CMOS Voltage Reference.
IEEE Open J. Circuits Syst., 2020
A -80 dB PSRR 4.99 ppm/°C TC bandgap reference with nonlinear compensation.
Microelectron. J., 2020
Secure distributed estimation against false data injection attack.
Inf. Sci., 2020
Pinning control for passivity and synchronization of coupled memristive reaction-diffusion neural networks with time-varying delay.
Neurocomputing, 2020
A novel versatile window function for memristor model with application in spiking neural network.
Neurocomputing, 2020
Implementation of circuit for reconfigurable memristive chaotic neural network and its application in associative memory.
Neurocomputing, 2020
MTL: Memristor Ternary Logic Design.
Int. J. Bifurc. Chaos, 2020
An Improved Diffusion Affine Projection Estimation Algorithm for Wireless Sensor Networks.
Circuits Syst. Signal Process., 2020
Communication-Reducing Algorithm of Distributed Least Mean Square Algorithm with Neighbor-Partial Diffusion.
Circuits Syst. Signal Process., 2020
2019
A 0.7-V 28-nW CMOS Subthreshold Voltage and Current Reference in One Simple Circuit.
IEEE Trans. Circuits Syst. I Regul. Pap., 2019
A 1-nW Ultra-Low Voltage Subthreshold CMOS Voltage Reference With 0.0154%/V Line Sensitivity.
IEEE Trans. Circuits Syst. II Express Briefs, 2019
Impact Analysis of the Memristor Failure on Real-Time Control System of Robotic Arm.
Neural Process. Lett., 2019
A secure video watermarking technique based on hyperchaotic Lorentz system.
Multim. Tools Appl., 2019
Impulsive control for passivity and exponential synchronization of coupled neural networks with multiple weights.
J. Frankl. Inst., 2019
A multi-layer memristive recurrent neural network for solving static and dynamic image associative memory.
Neurocomputing, 2019
A novel fixed-point algorithm for constrained independent component analysis.
EURASIP J. Adv. Signal Process., 2019
Diffusion Sparse Sign Algorithm with Variable Step-Size.
Circuits Syst. Signal Process., 2019
Markov Chain Based Efficient Defense Against Adversarial Examples in Computer Vision.
IEEE Access, 2019
R-CapsNet: An Improvement of Capsule Network for More Complex Data.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019
An Improved Memristor-Based Associative Memory Circuit for Full-Function Pavlov Experiment.
Proceedings of the Advances in Neural Networks - ISNN 2019, 2019
A Novel Memristor-CMOS Hybrid Full-Adder and Its Application.
Proceedings of the Advances in Neural Networks - ISNN 2019, 2019
An Improved Capsule Network Based on Newly Reconstructed Network and the Method of Sharing Parameters.
Proceedings of the Advances in Neural Networks - ISNN 2019, 2019
A New Complex Hyper-chaotic System and Chaotic Synchronization of Error Feedback with Disturbance.
Proceedings of the Advances in Neural Networks - ISNN 2019, 2019
2018
A 0.9-V 33.7-ppm/°C 85-nW Sub-Bandgap Voltage Reference Consisting of Subthreshold MOSFETs and Single BJT.
IEEE Trans. Very Large Scale Integr. Syst., 2018
SRMC: A Multibit Memristor Crossbar for Self-Renewing Image Mask.
IEEE Trans. Very Large Scale Integr. Syst., 2018
An Ultralow Power Subthreshold CMOS Voltage Reference Without Requiring Resistors or BJTs.
IEEE Trans. Very Large Scale Integr. Syst., 2018
Kernel Online Learning Algorithm With Scale Adaptation.
IEEE Trans. Circuits Syst. II Express Briefs, 2018
Random Fourier Filters Under Maximum Correntropy Criterion.
IEEE Trans. Circuits Syst. I Regul. Pap., 2018
A 0.4-V Wide Temperature Range All-MOSFET Subthreshold Voltage Reference With 0.027%/V Line Sensitivity.
IEEE Trans. Circuits Syst. II Express Briefs, 2018
A 0.6-V Minimum-Supply, 23.5 ppm/°C Subthreshold CMOS Voltage Reference With 0.45% Variation Coefficient.
IEEE Trans. Circuits Syst. II Express Briefs, 2018
Convergence Analysis of a Fixed Point Algorithm Under Maximum Complex Correntropy Criterion.
IEEE Signal Process. Lett., 2018
Diffusion least logarithmic absolute difference algorithm for distributed estimation.
Signal Process., 2018
Highly Sensitive Humidity Sensor Based on Oblique Carbon Nanoplumes.
Sensors, 2018
Diffusion Logarithm-Correntropy Algorithm for Parameter Estimation in Non-Stationary Environments over Sensor Networks.
Sensors, 2018
An improved design of RBF neural network control algorithm based on spintronic memristor crossbar array.
Neural Comput. Appl., 2018
Passivity and synchronization of coupled reaction-diffusion neural networks with multiple time-varying delays via impulsive control.
Neurocomputing, 2018
An amplifier-offset-insensitive and high PSRR subthreshold CMOS voltage reference.
Int. J. Circuit Theory Appl., 2018
Spintronic memristor synapse and its RWC learning algorithm.
IET Circuits Devices Syst., 2018
Diffusion generalized maximum correntropy criterion algorithm for distributed estimation over multitask network.
Digit. Signal Process., 2018
Bayesian random Fourier filters for Gaussian noises.
Sci. China Inf. Sci., 2018
A 0.5V 46.2ppm°C CMOS Voltage Reference Based on Compensated ΔVTH with Wide Temperature Range and High PSRR.
Proceedings of the 16th IEEE International New Circuits and Systems Conference, 2018
Fast Convergent Capsule Network with Applications in MNIST.
Proceedings of the Advances in Neural Networks - ISNN 2018, 2018
Multi-column Spatial Transformer Convolution Neural Network for Traffic Sign Recognition.
Proceedings of the Advances in Neural Networks - ISNN 2018, 2018
Analysis and Circuit Implementation of a Novel Memristor Based Hyper-chaotic System.
Proceedings of the Advances in Neural Networks - ISNN 2018, 2018
A Low-Power High-PSRR CMOS Voltage Reference with Active-Feedback Frequency Compensation for IoT Applications.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018
A Chip-Area-Efficient Subthreshold CMOS Voltage Reference with High PSRR Based on Compensated ΔVGS of NMOS Transistors.
Proceedings of the 2018 IEEE Asia Pacific Conference on Circuits and Systems, 2018
2017
Exponential Stability of Complex-Valued Memristive Recurrent Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., 2017
Impulsive Effects and Stability Analysis on Memristive Neural Networks With Variable Delays.
IEEE Trans. Neural Networks Learn. Syst., 2017
Kernel Recursive Least Squares With Multiple Feedback and Its Convergence Analysis.
IEEE Trans. Circuits Syst. II Express Briefs, 2017
Exponential stability analysis of delayed memristor-based recurrent neural networks with impulse effects.
Neural Comput. Appl., 2017
Analysis and design of a current-mode bandgap reference with high power supply ripple rejection.
Microelectron. J., 2017
Fusion of Image Storage and Operation Based on Ag-Chalcogenide Memristor with Synaptic Plasticity.
J. Circuits Syst. Comput., 2017
Memristive pulse coupled neural network with applications in medical image processing.
Neurocomputing, 2017
A novel memristive Hopfield neural network with application in associative memory.
Neurocomputing, 2017
Energy consumption analysis for the read and write mode of the memristor with voltage threshold in the real-time control system.
Neurocomputing, 2017
Feature extraction of electronic nose for classification of indoor pollution gases based on kernel entropy component analysis.
Int. J. Intell. Syst. Technol. Appl., 2017
A multi-wing butterfly chaotic system and its implementation.
Int. J. Circuit Theory Appl., 2017
Multiple memristor series-parallel connections with use in synaptic circuit design.
IET Circuits Devices Syst., 2017
Quantized kernel maximum correntropy and its mean square convergence analysis.
Digit. Signal Process., 2017
A Modified Variational Bayesian Noise Adaptive Kalman Filter.
Circuits Syst. Signal Process., 2017
A multi-scroll chaotic system with novel attractors: Dynamics, circuit implementation and synchronization.
Proceedings of the Ninth International Conference on Advanced Computational Intelligence, 2017
A power and area efficient CMOS voltage reference with second-order curvature compensation.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2017
2016
A Spintronic Memristor-Based Neural Network With Radial Basis Function for Robotic Manipulator Control Implementation.
IEEE Trans. Syst. Man Cybern. Syst., 2016
A class of improved least sum of exponentials algorithms.
Signal Process., 2016
A Novel Optimization Technique to Improve Gas Recognition by Electronic Noses Based on the Enhanced Krill Herd Algorithm.
Sensors, 2016
Enhancing Electronic Nose Performance Based on a Novel QPSO-KELM Model.
Sensors, 2016
A Novel Pre-Processing Technique for Original Feature Matrix of Electronic Nose Based on Supervised Locality Preserving Projections.
Sensors, 2016
A Novel Semi-Supervised Electronic Nose Learning Technique: M-Training.
Sensors, 2016
A Novel Semi-Supervised Method of Electronic Nose for Indoor Pollution Detection Trained by M-S4VMs.
Sensors, 2016
Small-world Hopfield neural networks with weight salience priority and memristor synapses for digit recognition.
Neural Comput. Appl., 2016
Pavlov associative memory in a memristive neural network and its circuit implementation.
Neurocomputing, 2016
Novel Existence and Stability Criteria of Periodic Solutions for Impulsive Delayed Neural Networks Via Coefficient Integral Averages.
Neurocomputing, 2016
A Double-Wing Chaotic System Based on Ion Migration Memristor and Its Sliding Mode Control.
Int. J. Bifurc. Chaos, 2016
Novel Stability Criteria for Impulsive Memristive Neural Networks with Time-Varying Delays.
Circuits Syst. Signal Process., 2016
An ultra-low power and offset-insensitive CMOS subthreshold voltage reference.
Proceedings of the 2016 IEEE Asia Pacific Conference on Circuits and Systems, 2016
An ultra-low power CMOS subthreshold voltage reference without requiring resistors or BJTs.
Proceedings of the 2016 IEEE Asia Pacific Conference on Circuits and Systems, 2016
2015
Memristor-Based Cellular Nonlinear/Neural Network: Design, Analysis, and Applications.
IEEE Trans. Neural Networks Learn. Syst., 2015
Electronic Nose Feature Extraction Methods: A Review.
Sensors, 2015
A Novel Feature Extraction Approach Using Window Function Capturing and QPSO-SVM for Enhancing Electronic Nose Performance.
Sensors, 2015
Stability of impulsive delayed linear differential systems with delayed impulses.
J. Frankl. Inst., 2015
A spintronic memristor bridge synapse circuit and the application in memrisitive cellular automata.
Neurocomputing, 2015
A novel memristive electronic synapse-based Hermite chaotic neural network with application in cryptography.
Neurocomputing, 2015
A Novel Four-Dimensional Memristive Hyperchaotic System with Its Analog Circuit Implementation.
Proceedings of the Advances in Neural Networks - ISNN 2015, 2015
Noisy Image Fusion Based on a Neural Network with Linearly Constrained Least Square Optimization.
Proceedings of the Advances in Neural Networks - ISNN 2015, 2015
2014
Memristor-based chaotic neural networks for associative memory.
Neural Comput. Appl., 2014
Hybrid memristor/RTD structure-based cellular neural networks with applications in image processing.
Neural Comput. Appl., 2014
A Memristor-Based Scroll Chaotic System - Design, Analysis and Circuit Implementation.
Int. J. Bifurc. Chaos, 2014
Analog memristive memory with applications in audio signal processing.
Sci. China Inf. Sci., 2014
Memristive Radial Basis Function Neural Network for Parameters Adjustment of PID Controller.
Proceedings of the Advances in Neural Networks - ISNN 2014, 2014
2012
Memristor Model and its Application for Chaos Generation.
Int. J. Bifurc. Chaos, 2012
Memristive crossbar array with applications in image processing.
Sci. China Inf. Sci., 2012
Memristor-based RRAM with applications.
Sci. China Inf. Sci., 2012
2011
Memristive Multilevel Memory with Applications in Audio Signal Storage.
Proceedings of the Artificial Intelligence and Computational Intelligence, 2011
2009
A novel delayed chaotic neural model and its circuitry implementation.
Comput. Math. Appl., 2009
Stability of a generalized Putnam equation.
Appl. Math. Lett., 2009
2008
Adaptive Synchronization of Delayed Chaotic Systems.
Proceedings of the Advances in Neural Networks, 2008
Circuitry Analog and Synchronization of Hyperchaotic Neuron Model.
Proceedings of the Advances in Neural Networks, 2008
Adaptive Synchronization between Two Delayed Chaotic Systems Based on Parameter Identification.
Proceedings of the Fourth International Conference on Natural Computation, 2008
Generation and Circuitry Implementation of an N-Double Scroll Delayed Chaotic Neuron.
Proceedings of the Fourth International Conference on Natural Computation, 2008
Chaos Synchronization between Coupled Hyperchaotic Systems and Its Circuitry Implementation.
Proceedings of the Fourth International Conference on Natural Computation, 2008
Circuitry Implementation for a Simple Delayed Chaotic Neural Model with PWL Function.
Proceedings of the Fourth International Conference on Natural Computation, 2008
2007
Analysis of Fault Tolerance of Cellular Neural Networks and Applications to Image Processing.
Proceedings of the Third International Conference on Natural Computation, 2007
Associative Memory and Successive Learning in Chaotic Neural Network.
Proceedings of the Third International Conference on Natural Computation, 2007
2005
Adaptive Chaotic Controlling Method of a Chaotic Neural Network Model.
Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005
Associative Chaotic Neural Network via Exponential Decay Spatio-temporal Effect.
Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005
2004
A Novel Chaotic Neural Network for Automatic Material Ratio System.
Proceedings of the Advances in Neural Networks, 2004