Junxiu Liu

Orcid: 0000-0002-9790-1571

According to our database1, Junxiu Liu authored at least 114 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
An image compression-then-encryption algorithm using piecewise asymptotic deterministic random measurement matrix.
Multim. Tools Appl., June, 2024

Mathematical Modeling of PI3K/Akt Pathway in Microglia.
Neural Comput., April, 2024

Chinese nested entity recognition method for the finance domain based on heterogeneous graph network.
Inf. Process. Manag., 2024

The open banking era: An optimal model for the emergency fund.
Expert Syst. Appl., 2024

Formation and evolution of apple (Malus pumila Mill.) bruising based on high-speed camera verification and finite element method.
Comput. Electron. Agric., 2024

2023
Hardware Spiking Neural Networks with Pair-Based STDP Using Stochastic Computing.
Neural Process. Lett., December, 2023

Improved reinforcement learning-based real-time energy scheduling for prosumer with elastic loads in smart grid.
Knowl. Based Syst., November, 2023

Multiple intersections traffic signal control based on cooperative multi-agent reinforcement learning.
Inf. Sci., November, 2023

Traffic signal control using reinforcement learning based on the teacher-student framework.
Expert Syst. Appl., October, 2023

A Secure and Efficient Framework for Outsourcing Large-scale Matrix Determinant and Linear Equations.
ACM Trans. Embed. Comput. Syst., September, 2023

A grape disease identification and severity estimation system.
Multim. Tools Appl., June, 2023

Chinese named entity recognition method for the finance domain based on enhanced features and pretrained language models.
Inf. Sci., May, 2023

A novelty detection approach to effectively predict conversion from mild cognitive impairment to Alzheimer's disease.
Int. J. Mach. Learn. Cybern., January, 2023

Spatiotemporal Optimization for the Placement of Automated External Defibrillators Using Mobile Phone Data.
ISPRS Int. J. Geo Inf., 2023

Feature Extraction Methods for Neural Networks in the Classification of Structural Health Anomalies.
Proceedings of the 15th International Joint Conference on Computational Intelligence, 2023

2022
Intelligent Traffic Light Control by Exploring Strategies in an Optimised Space of Deep Q-Learning.
IEEE Trans. Veh. Technol., 2022

Machine Learning-Based Similarity Attacks for Chaos-Based Cryptosystems.
IEEE Trans. Emerg. Top. Comput., 2022

An image encryption scheme based on particle swarm optimization algorithm and hyperchaotic system.
Soft Comput., 2022

CONCEAL: A robust dual-color image watermarking scheme.
Expert Syst. Appl., 2022

Federated learning-based vertebral body segmentation.
Eng. Appl. Artif. Intell., 2022

COVER: A Secure Blind Image Watermarking Scheme.
Circuits Syst. Signal Process., 2022

Covid-19 Diagnosis via Voice Using Online Sequential Extreme Learning Machine.
Proceedings of the International Joint Conference on Neural Networks, 2022

Efficient-Secure k-means Clustering Guaranteeing Personalized Local Differential Privacy.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2022

Efficient PCA-based image compression via secure outsourcing edge cloud.
Proceedings of the 24th IEEE Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, 2022

De-redundancy in a random boolean network using knockout.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

2021
Mathematical modelling of human P2X-mediated plasma membrane electrophysiology and calcium dynamics in microglia.
PLoS Comput. Biol., 2021

Minimally buffered deflection router for spiking neural network hardware implementations.
Neural Comput. Appl., 2021

Zero-shot fine-grained entity typing in information security based on ontology.
Knowl. Based Syst., 2021

Predicting Networks-on-Chip traffic congestion with Spiking Neural Networks.
J. Parallel Distributed Comput., 2021

Counteracting dynamical degradation of a class of digital chaotic systems via Unscented Kalman Filter and perturbation.
Inf. Sci., 2021

An autonomous learning mobile robot using biological reward modulate STDP.
Neurocomputing, 2021

An memristor-based synapse implementation using BCM learning rule.
Neurocomputing, 2021

A multi-scale image watermarking based on integer wavelet transform and singular value decomposition.
Expert Syst. Appl., 2021

Spiking neural network-based multi-task autonomous learning for mobile robots.
Eng. Appl. Artif. Intell., 2021

Alzheimer's disease detection using depthwise separable convolutional neural networks.
Comput. Methods Programs Biomed., 2021

Spiking Neural Network-based Structural Health Monitoring Hardware System.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

High Speed True Random Number Generator Controlled by Logistic Map.
Proceedings of the 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, 2021

Scaling Up The SNAP-ED Toolkit Interventions to Improve Fruit and Vegetable Consumption Across Counties in Georgia: An Agent-Based Model.
Proceedings of the Annual Modeling and Simulation Conference, 2021

2020
Case Study - Spiking Neural Network Hardware System for Structural Health Monitoring.
Sensors, 2020

Echo state network optimization using binary grey wolf algorithm.
Neurocomputing, 2020

An echo state network architecture based on quantum logic gate and its optimization.
Neurocomputing, 2020

Cryptanalysis of a Chaotic Block Cryptographic System Against Template Attacks.
Int. J. Bifurc. Chaos, 2020

Latent state recognition by an enhanced hidden Markov model.
Expert Syst. Appl., 2020

Sentiment Classification for Chinese Text Based on Interactive Multitask Learning.
IEEE Access, 2020

EEG-Based Emotion Classification Using Spiking Neural Networks.
IEEE Access, 2020

Dynamic Energy Trading and Load Scheduling Algorithm for the End-User in Smart Grid.
IEEE Access, 2020

Cryptanalysis of a Chaos-based Block Cryptosystem Using Multiple Samples Correlation Power Analysis.
Proceedings of the 19th IEEE International Conference on Trust, 2020

A Robust Watermarking Scheme with High Security and Low Computational Complexity.
Proceedings of the Security and Privacy in Communication Networks, 2020

Exploring Spiking Neural Networks for Prediction of Traffic Congestion in Networks-on-Chip.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

Sensor Drift Compensation Using Robust Classification Method.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

Automatic Segmentation and Diagnosis of Intervertebral Discs Based on Deep Neural Networks.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

Multi-Ring on-Chip Interconnected Architecture for Spiking Neural Network Hardware Implementations.
Proceedings of the 22nd IEEE International Conference on High Performance Computing and Communications; 18th IEEE International Conference on Smart City; 6th IEEE International Conference on Data Science and Systems, 2020

AstroByte: Multi-FPGA Architecture for Accelerated Simulations of Spiking Astrocyte Neural Networks.
Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

An Energy-aware Spiking Neural Network Hardware Mapping based on Particle Swarm Optimization and Genetic Algorithm.
Proceedings of the International Conference on Hardware/Software Codesign and System Synthesis, 2020

2019
Exploring Self-Repair in a Coupled Spiking Astrocyte Neural Network.
IEEE Trans. Neural Networks Learn. Syst., 2019

A robust image encryption algorithm based on Chua's circuit and compressive sensing.
Signal Process., 2019

Bio-inspired fault detection circuits based on synapse and spiking neuron models.
Neurocomputing, 2019

A Chaotic Block Cryptographic System Resistant to Power Analysis Attack.
Int. J. Bifurc. Chaos, 2019

ECM-IBS: A Chebyshev Map-Based Broadcast Authentication for Wireless Sensor Networks.
Int. J. Bifurc. Chaos, 2019

An Image Encryption Method Based on Elliptic Curve Elgamal Encryption and Chaotic Systems.
IEEE Access, 2019

Mass Spectral Substance Detections Using Long Short-Term Memory Networks.
IEEE Access, 2019

An Optimized Image Watermarking Method Based on HD and SVD in DWT Domain.
IEEE Access, 2019

Hardware Tripartite Synapse Architecture based on Stochastic Computing.
Proceedings of the 2019 International Symposium on Theoretical Aspects of Software Engineering, 2019

Autonomous Learning Paradigm for Spiking Neural Networks.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Theoretical Neural Computation, 2019

Human Body Posture Recognition Using Wearable Devices.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019

Multi-objective Spiking Neural Network Hardware Mapping Based on Immune Genetic Algorithm.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Theoretical Neural Computation, 2019

A Block Cryptographic Algorithm for Wireless Sensor Networks Based on Hybrid Chaotic Map.
Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019

A Colour Image Encryption Using Genetic Operators and Generalized Henon Chaotic Mapping.
Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019

Hash Hardware Generator Based on Mutual Perturbed Logistic Map.
Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019

2018
SPANNER: A Self-Repairing Spiking Neural Network Hardware Architecture.
IEEE Trans. Neural Networks Learn. Syst., 2018

Homeostatic Fault Tolerance in Spiking Neural Networks: A Dynamic Hardware Perspective.
IEEE Trans. Circuits Syst. I Regul. Pap., 2018

An Efficient, Low-Cost Routing Architecture for Spiking Neural Network Hardware Implementations.
Neural Process. Lett., 2018

An efficient and self-adapting colour-image encryption algorithm based on chaos and interactions among multiple layers.
Multim. Tools Appl., 2018

Cryptanalysis of Chaos-Based Cryptosystem from the Hardware Perspective.
Int. J. Bifurc. Chaos, 2018

On-chip communication for neuro-glia networks.
IET Comput. Digit. Tech., 2018

A paired neural network model for tourist arrival forecasting.
Expert Syst. Appl., 2018

Quantitative analysis of breast cancer diagnosis using a probabilistic modelling approach.
Comput. Biol. Medicine, 2018

A Double-Image Encryption Scheme Based on Amplitude-Phase Encoding and Discrete Complex Random Transformation.
IEEE Access, 2018

Fault-Tolerant Learning in Spiking Astrocyte-Neural Networks on FPGAs.
Proceedings of the 31st International Conference on VLSI Design and 17th International Conference on Embedded Systems, 2018

Scalable Bio-inspired Fault Detection, Isolation and Recovery in NoCs.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Time-multiplexed System-on-Chip using Fault-tolerant Astrocyte-Neuron Networks.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Improving the Stability for Spiking Neural Networks Using Anti-noise Learning Rule.
Proceedings of the PRICAI 2018: Trends in Artificial Intelligence, 2018

FPGA-based Fault-injection and Data Acquisition of Self-repairing Spiking Neural Network Hardware.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

Financial Data Forecasting Using Optimized Echo State Network.
Proceedings of the Neural Information Processing - 25th International Conference, 2018

Forest fire detection using spiking neural networks.
Proceedings of the 15th ACM International Conference on Computing Frontiers, 2018

2017
Layered tile architecture for efficient hardware spiking neural networks.
Microprocess. Microsystems, 2017

Counteracting Dynamical Degradation of Digital Chaotic Chebyshev Map via Perturbation.
Int. J. Bifurc. Chaos, 2017

Data analytics enhanced component volatility model.
Expert Syst. Appl., 2017

An Extended Algorithm Using Adaptation of Momentum and Learning Rate for Spiking Neurons Emitting Multiple Spikes.
Proceedings of the Advances in Computational Intelligence, 2017

Assessing Self-Repair on FPGAs with Biologically Realistic Astrocyte-Neuron Networks.
Proceedings of the 2017 IEEE Computer Society Annual Symposium on VLSI, 2017

An Efficient Hardware Architecture for Multilayer Spiking Neural Networks.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

Self-repairing Learning Rule for Spiking Astrocyte-Neuron Networks.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

An Energy-Aware Hybrid Particle Swarm Optimization Algorithm for Spiking Neural Network Mapping.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

A chaos-based self-adapting RGB image permutation scheme.
Proceedings of the 13th International Conference on Natural Computation, 2017

Homeostatic fault tolerance in spiking neural networks utilizing dynamic partial reconfiguration of FPGAs.
Proceedings of the International Conference on Field Programmable Technology, 2017

2016
Scalable Networks-on-Chip Interconnected Architecture for Astrocyte-Neuron Networks.
IEEE Trans. Circuits Syst. I Regul. Pap., 2016

Fault-Tolerant Networks-on-Chip Routing With Coarse and Fine-Grained Look-Ahead.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2016

Astrocyte to spiking neuron communication using Networks-on-Chip ring topology.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

An FPGA-based hardware-efficient fault-tolerant astrocyte-neuron network.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Short-Term Electrical Load Forecasting Based on Fuzzy Logic Control and Improved Back Propagation Algorithm.
Proceedings of the Smart Grid Inspired Future Technologies, 2016

Self-repairing hardware with astrocyte-neuron networks.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

Self-repairing mobile robotic car using astrocyte-neuron networks.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Hierarchical Networks-on-Chip Interconnect for Astrocyte-Neuron Network Hardware.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016

2015
Self-correcting strategy for networks-on-chip interconnect.
PhD thesis, 2015

Low cost fault-tolerant routing algorithm for Networks-on-Chip.
Microprocess. Microsystems, 2015

A symmetrical image encryption scheme in wavelet and time domain.
Commun. Nonlinear Sci. Numer. Simul., 2015

Case study: Bio-inspired self-adaptive strategy for spike-based PID controller.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

Fine-Grained Fault-Tolerant Adaptive Routing for Networks-on-Chip.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2015

2014
Online traffic-aware fault detection for networks-on-chip.
J. Parallel Distributed Comput., 2014

Hardware Implementation of Cryptographic Hash Function Based on Spatiotemporal Chaos.
Proceedings of the International Conference on Security and Privacy in Communication Networks, 2014

Low Overhead Monitor Mechanism for Fault-Tolerant Analysis of NoC.
Proceedings of the IEEE 8th International Symposium on Embedded Multicore/Manycore SoCs, 2014

Online fault detection for Networks-on-Chip interconnect.
Proceedings of the 2014 NASA/ESA Conference on Adaptive Hardware and Systems, 2014

2011
Topological optimization of pedestal based on variable density method.
Proceedings of the International Conference on Electronic and Mechanical Engineering and Information Technology, 2011

2009
The Intelligent Reconfigurable Measuring Node Based on Wireless Access Network.
Proceedings of the 2009 International Conference on Computational Intelligence and Security, 2009


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