Junxiu Liu

According to our database, Junxiu Liu authored at least 109 papers between 2009 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Hardware Spiking Neural Networks with Pair-Based STDP Using Stochastic Computing.

Junxiu Liu, Yanhu Wang, Yuling Luo, Shunsheng Zhang, Dong Jiang, Yifan Hua, Sheng Qin, Su Yang

Neural Process. Lett., December, 2023

Improved reinforcement learning-based real-time energy scheduling for prosumer with elastic loads in smart grid.

Didi Liu, Pengpeng Cheng, Jun Cheng, Junxiu Liu, Meiqu Lu, Frank Jiang

Knowl. Based Syst., November, 2023

Multiple intersections traffic signal control based on cooperative multi-agent reinforcement learning.

Junxiu Liu, Sheng Qin, Min Su, Yuling Luo, Yanhu Wang, Su Yang

Inf. Sci., November, 2023

Traffic signal control using reinforcement learning based on the teacher-student framework.

Junxiu Liu, Sheng Qin, Min Su, Yuling Luo, Shunsheng Zhang, Yanhu Wang, Su Yang

Expert Syst. Appl., October, 2023

A Secure and Efficient Framework for Outsourcing Large-scale Matrix Determinant and Linear Equations.

Yuling Luo, Shiqi Zhang, Shunsheng Zhang, Junxiu Liu, Yanhu Wang, Su Yang

ACM Trans. Embed. Comput. Syst., September, 2023

A grape disease identification and severity estimation system.

Haiping Shu, Junxiu Liu, Yifan Hua, Jian Chen, Shunsheng Zhang, Min Su, Yuling Luo

Multim. Tools Appl., June, 2023

Chinese named entity recognition method for the finance domain based on enhanced features and pretrained language models.

Han Zhang, Xinyu Wang, Junxiu Liu, Lei Zhang, Lixia Ji

Inf. Sci., May, 2023

A novelty detection approach to effectively predict conversion from mild cognitive impairment to Alzheimer's disease.

Shuo Liu, Yi Cao, Junxiu Liu, Xuemei Ding, Damien Coyle

Int. J. Mach. Learn. Cybern., January, 2023

Spatiotemporal Optimization for the Placement of Automated External Defibrillators Using Mobile Phone Data.

Jielu Zhang, Lan Mu, Donglan Zhang, Janani Rajbhandari-Thapa, Zhuo Chen, José A. Pagán, Yan Li, Heejung Son, Junxiu Liu

ISPRS Int. J. Geo Inf., 2023

Feature Extraction Methods for Neural Networks in the Classification of Structural Health Anomalies.

Natasha Hamilton, Jim Harkin, Liam McDaid, Junxiu Liu, Eoghan Furey

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.

Junxiu Liu, Sheng Qin, Yuling Luo, Yanhu Wang, Su Yang

IEEE Trans. Veh. Technol., 2022

Machine Learning-Based Similarity Attacks for Chaos-Based Cryptosystems.

Junxiu Liu, Shunsheng Zhang, Yuling Luo, Lvchen Cao

IEEE Trans. Emerg. Top. Comput., 2022

An image encryption scheme based on particle swarm optimization algorithm and hyperchaotic system.

Yuling Luo, Xue Ouyang, Junxiu Liu, Lvchen Cao, Yanli Zou

Soft Comput., 2022

CONCEAL: A robust dual-color image watermarking scheme.

Yuling Luo, Fangxiao Wang, Shanshan Xu, Shunsheng Zhang, Liangjia Li, Min Su, Junxiu Liu

Expert Syst. Appl., 2022

Federated learning-based vertebral body segmentation.

Junxiu Liu, Xiuhao Liang, Rixing Yang, Yuling Luo, Hao Lu, Liangjia Li, Shunsheng Zhang, Su Yang

Eng. Appl. Artif. Intell., 2022

COVER: A Secure Blind Image Watermarking Scheme.

Yuling Luo, Fangxiao Wang, Junxiu Liu, Liangjia Li, Su Yang, Shunsheng Zhang

Circuits Syst. Signal Process., 2022

Covid-19 Diagnosis via Voice Using Online Sequential Extreme Learning Machine.

Ling Xiong, Junxiu Liu, Min Su, Shunsheng Zhang, Guopei Wu, Haiping Shu, Bingxiong Jiang

Proceedings of the International Joint Conference on Neural Networks, 2022

Efficient-Secure k-means Clustering Guaranteeing Personalized Local Differential Privacy.

Yuling Luo, Zhangrui Wang, Shunsheng Zhang, Junxiu Liu

Proceedings of the Algorithms and Architectures for Parallel Processing, 2022

Efficient PCA-based image compression via secure outsourcing edge cloud.

Yuling Luo, Shiqi Zhang, Shunsheng Zhang, Junxiu Liu, Ce Liang, Su Yang

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.

Junxiu Liu, Jufang Dai, Min Su, Shunsheng Zhang, Yifan Hua, Yanhu Wang, Haiping Shu

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.

Alireza Poshtkohi, John J. Wade, Liam McDaid, Junxiu Liu, Mark Dallas, Angela Bithell

PLoS Comput. Biol., 2021

Minimally buffered deflection router for spiking neural network hardware implementations.

Junxiu Liu, Dong Jiang, Yuling Luo, Senhui Qiu, Yongchuang Huang

Neural Comput. Appl., 2021

Zero-shot fine-grained entity typing in information security based on ontology.

Han Zhang, Jiaxian Zhu, Jicheng Chen, Junxiu Liu, Lixia Ji

Knowl. Based Syst., 2021

Predicting Networks-on-Chip traffic congestion with Spiking Neural Networks.

Aqib Javed, Jim Harkin, Liam McDaid, Junxiu Liu

J. Parallel Distributed Comput., 2021

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

Yuling Luo, Yunqi Liu, Junxiu Liu, Shunbin Tang, Jim Harkin, Yi Cao

Inf. Sci., 2021

An autonomous learning mobile robot using biological reward modulate STDP.

Hao Lu, Junxiu Liu, Yuling Luo, Yifan Hua, Senhui Qiu, Yongchuang Huang

Neurocomputing, 2021

An memristor-based synapse implementation using BCM learning rule.

Yongchuang Huang, Junxiu Liu, Jim Harkin, Liam McDaid, Yuling Luo

Neurocomputing, 2021

A multi-scale image watermarking based on integer wavelet transform and singular value decomposition.

Yuling Luo, Liangjia Li, Junxiu Liu, Shunbin Tang, Lvchen Cao, Shunsheng Zhang, Senhui Qiu, Yi Cao

Expert Syst. Appl., 2021

Spiking neural network-based multi-task autonomous learning for mobile robots.

Junxiu Liu, Hao Lu, Yuling Luo, Su Yang

Eng. Appl. Artif. Intell., 2021

Alzheimer's disease detection using depthwise separable convolutional neural networks.

Junxiu Liu, Mingxing Li, Yuling Luo, Su Yang, Wei Li, Yifei Bi

Comput. Methods Programs Biomed., 2021

Spiking Neural Network-based Structural Health Monitoring Hardware System.

Aqib Javed, Jim Harkin, Liam McDaid, Junxiu Liu

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

High Speed True Random Number Generator Controlled by Logistic Map.

Yuling Luo, Shuming Han, Shunsheng Zhang, Yanhu Wang, Junxiu Liu

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.

Donglan Zhang, Janani J. Thapa, Gang Li, Heejung Son, Zhuo Chen, Lan Mu, Yan Li, Junxiu Liu, José A. Pagán, Philippe J. Giabbanelli

Proceedings of the Annual Modeling and Simulation Conference, 2021

2020

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

Lili Pang, Junxiu Liu, Jim Harkin, George Martin, Malachy McElholm, Aqib Javed, Liam McDaid

Sensors, 2020

Echo state network optimization using binary grey wolf algorithm.

Junxiu Liu, Tiening Sun, Yuling Luo, Su Yang, Yi Cao, Jia Zhai

Neurocomputing, 2020

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

Junxiu Liu, Tiening Sun, Yuling Luo, Su Yang, Yi Cao, Jia Zhai

Neurocomputing, 2020

Cryptanalysis of a Chaotic Block Cryptographic System Against Template Attacks.

Yuling Luo, Shunsheng Zhang, Junxiu Liu, Lvchen Cao

Int. J. Bifurc. Chaos, 2020

Latent state recognition by an enhanced hidden Markov model.

Yuan Yao, Yi Cao, Jia Zhai, Junxiu Liu, Mengyuan Xiang, Lu Wang

Expert Syst. Appl., 2020

Sentiment Classification for Chinese Text Based on Interactive Multitask Learning.

Han Zhang, Shaoqi Sun, Yongjin Hu, Junxiu Liu, Yuanbo Guo

IEEE Access, 2020

EEG-Based Emotion Classification Using Spiking Neural Networks.

Yuling Luo, Qiang Fu, Juntao Xie, Yunbai Qin, Guopei Wu, Junxiu Liu, Frank Jiang, Yi Cao, Xuemei Ding

IEEE Access, 2020

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

Didi Liu, Jiawen Xiao, Junxiu Liu, Xiaoming Yuan, Suping Zhang

IEEE Access, 2020

Cryptanalysis of a Chaos-based Block Cryptosystem Using Multiple Samples Correlation Power Analysis.

Shunsheng Zhang, Yuling Luo, Lvchen Cao, Junxiu Liu

Proceedings of the 19th IEEE International Conference on Trust, 2020

A Robust Watermarking Scheme with High Security and Low Computational Complexity.

Liangjia Li, Yuling Luo, Junxiu Liu, Senhui Qiu, Lanhang Li

Proceedings of the Security and Privacy in Communication Networks, 2020

Exploring Spiking Neural Networks for Prediction of Traffic Congestion in Networks-on-Chip.

Aqib Javed, Jim Harkin, Liam McDaid, Junxiu Liu

Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

Sensor Drift Compensation Using Robust Classification Method.

Guopei Wu, Junxiu Liu, Yuling Luo, Senhui Qiu

Proceedings of the Neural Information Processing - 27th International Conference, 2020

Automatic Segmentation and Diagnosis of Intervertebral Discs Based on Deep Neural Networks.

Xiuhao Liang, Junxiu Liu, Yuling Luo, Guopei Wu, Shunsheng Zhang, Senhui Qiu

Proceedings of the Neural Information Processing - 27th International Conference, 2020

Multi-Ring on-Chip Interconnected Architecture for Spiking Neural Network Hardware Implementations.

Junxiu Liu, Dong Jiang, Yuling Luo, Senhui Qiu

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.

Shvan Karim, Jim Harkin, Liam McDaid, Bryan Gardiner, Junxiu Liu

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.

Junxiu Liu, Xingyue Huang, Dong Jiang, Yuling Luo

Proceedings of the International Conference on Hardware/Software Codesign and System Synthesis, 2020

2019

Exploring Self-Repair in a Coupled Spiking Astrocyte Neural Network.

Junxiu Liu, Liam McDaid, Jim Harkin, Shvan Karim, Anju P. Johnson, Alan G. Millard, James A. Hilder, David M. Halliday, Andy M. Tyrrell, Jon Timmis

IEEE Trans. Neural Networks Learn. Syst., 2019

A robust image encryption algorithm based on Chua's circuit and compressive sensing.

Yuling Luo, Jia Lin, Junxiu Liu, Duqu Wei, Lvchen Cao, Ronglong Zhou, Yi Cao, Xuemei Ding

Signal Process., 2019

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

Junxiu Liu, Yongchuang Huang, Yuling Luo, Jim Harkin, Liam McDaid

Neurocomputing, 2019

A Chaotic Block Cryptographic System Resistant to Power Analysis Attack.

Yuling Luo, Dezheng Zhang, Junxiu Liu

Int. J. Bifurc. Chaos, 2019

ECM-IBS: A Chebyshev Map-Based Broadcast Authentication for Wireless Sensor Networks.

Yuling Luo, Yunqi Liu, Junxiu Liu, Xue Ouyang, Yi Cao, Xuemei Ding

Int. J. Bifurc. Chaos, 2019

An Image Encryption Method Based on Elliptic Curve Elgamal Encryption and Chaotic Systems.

Yuling Luo, Xue Ouyang, Junxiu Liu, Lvchen Cao

IEEE Access, 2019

Mass Spectral Substance Detections Using Long Short-Term Memory Networks.

Junxiu Liu, Jinlei Zhang, Yuling Luo, Su Yang, Jinling Wang, Qiang Fu

IEEE Access, 2019

An Optimized Image Watermarking Method Based on HD and SVD in DWT Domain.

Junxiu Liu, Jiadong Huang, Yuling Luo, Lvchen Cao, Su Yang, Duqu Wei, Ronglong Zhou

IEEE Access, 2019

Hardware Tripartite Synapse Architecture based on Stochastic Computing.

Junxiu Liu, Zhewei Liang, Yuling Luo, Jiadong Huang, Su Yang

Proceedings of the 2019 International Symposium on Theoretical Aspects of Software Engineering, 2019

Autonomous Learning Paradigm for Spiking Neural Networks.

Junxiu Liu, Liam McDaid, Jim Harkin, Shvan Karim, Anju P. Johnson, David M. Halliday, Andy M. Tyrrell, Jon Timmis, Alan G. Millard, James A. Hilder

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Theoretical Neural Computation, 2019

Human Body Posture Recognition Using Wearable Devices.

Junxiu Liu, Mingxing Li, Yuling Luo, Su Yang, Senhui Qiu

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.

Junxiu Liu, Xingyue Huang, Yongchuang Huang, Yuling Luo, Su Yang

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.

Yuling Luo, Lieyang Yao, Junxiu Liu, Dezheng Zhang, Lvchen Cao

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.

Yuling Luo, Xue Ouyang, Junxiu Liu, Lvchen Cao

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.

Yuling Luo, Shuming Han, Junxiu Liu, Zhewei Liang, Su Yang

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.

Junxiu Liu, Jim Harkin, Liam P. Maguire, Liam McDaid, John J. Wade

IEEE Trans. Neural Networks Learn. Syst., 2018

Homeostatic Fault Tolerance in Spiking Neural Networks: A Dynamic Hardware Perspective.

Anju P. Johnson, Junxiu Liu, Alan G. Millard, Shvan Karim, Andy M. Tyrrell, Jim Harkin, Jon Timmis, Liam McDaid, David M. Halliday

IEEE Trans. Circuits Syst. I Regul. Pap., 2018

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

Yuling Luo, Lei Wan, Junxiu Liu, Jim Harkin, Yi Cao

Neural Process. Lett., 2018

An efficient and self-adapting colour-image encryption algorithm based on chaos and interactions among multiple layers.

Yuling Luo, Ronglong Zhou, Junxiu Liu, Senhui Qiu, Yi Cao

Multim. Tools Appl., 2018

Cryptanalysis of Chaos-Based Cryptosystem from the Hardware Perspective.

Yuling Luo, Dezheng Zhang, Junxiu Liu, Yunqi Liu, Yi Cao, Xuemei Ding

Int. J. Bifurc. Chaos, 2018

On-chip communication for neuro-glia networks.

George Martin, Jim Harkin, L. J. McDaid, John J. Wade, Junxiu Liu

IET Comput. Digit. Tech., 2018

A paired neural network model for tourist arrival forecasting.

Yuan Yao, Yi Cao, Xuemei Ding, Jia Zhai, Junxiu Liu, Yuling Luo, Shuai Ma, Kailin Zou

Expert Syst. Appl., 2018

Quantitative analysis of breast cancer diagnosis using a probabilistic modelling approach.

Shuo Liu, Jinshu Zeng, Huizhou Gong, Hongqin Yang, Jia Zhai, Yi Cao, Junxiu Liu, Yuling Luo, Yuhua Li, Liam P. Maguire, Xuemei Ding

Comput. Biol. Medicine, 2018

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

Yuling Luo, Shunbin Tang, Xingsheng Qin, Lvchen Cao, Frank Jiang, Junxiu Liu

IEEE Access, 2018

Fault-Tolerant Learning in Spiking Astrocyte-Neural Networks on FPGAs.

Anju P. Johnson, Junxiu Liu, Alan G. Millard, Shvan Karim, Andy M. Tyrrell, Jim Harkin, Jon Timmis, Liam McDaid, David M. Halliday

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.

Malachy McElholm, Jim Harkin, Junxiu Liu, Liam McDaid

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Time-multiplexed System-on-Chip using Fault-tolerant Astrocyte-Neuron Networks.

Anju P. Johnson, Junxiu Liu, Alan G. Millard, Shvan Karim, Andy M. Tyrrell, Jim Harkin, Jon Timmis, Liam McDaid, David M. Halliday

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Improving the Stability for Spiking Neural Networks Using Anti-noise Learning Rule.

Yuling Luo, Qiang Fu, Junxiu Liu, Yongchuang Huang, Xuemei Ding, Yi Cao

Proceedings of the PRICAI 2018: Trends in Artificial Intelligence, 2018

FPGA-based Fault-injection and Data Acquisition of Self-repairing Spiking Neural Network Hardware.

Shvan Karim, Jim Harkin, Liam McDaid, Bryan Gardiner, Junxiu Liu, David M. Halliday, Andy M. Tyrrell, Jon Timmis, Alan G. Millard, Anju P. Johnson

Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

Financial Data Forecasting Using Optimized Echo State Network.

Junxiu Liu, Tiening Sun, Yuling Luo, Qiang Fu, Yi Cao, Jia Zhai, Xuemei Ding

Proceedings of the Neural Information Processing - 25th International Conference, 2018

Forest fire detection using spiking neural networks.

Yuling Luo, Qian Lu, Junxiu Liu, Qiang Fu, Jim Harkin, Liam McDaid, Jordi Martínez-Corral, Guillermo Biot-Marí

Proceedings of the 15th ACM International Conference on Computing Frontiers, 2018

2017

Layered tile architecture for efficient hardware spiking neural networks.

Lei Wan, Junxiu Liu, Jim Harkin, Liam McDaid, Yuling Luo

Microprocess. Microsystems, 2017

Counteracting Dynamical Degradation of Digital Chaotic Chebyshev Map via Perturbation.

Yunqi Liu, Yuling Luo, Shuxiang Song, Lvchen Cao, Junxiu Liu, Jim Harkin

Int. J. Bifurc. Chaos, 2017

Data analytics enhanced component volatility model.

Yuan Yao, Jia Zhai, Yi Cao, Xuemei Ding, Junxiu Liu, Yuling Luo

Expert Syst. Appl., 2017

An Extended Algorithm Using Adaptation of Momentum and Learning Rate for Spiking Neurons Emitting Multiple Spikes.

Yuling Luo, Qiang Fu, Junxiu Liu, Jim Harkin, Liam McDaid, Yi Cao

Proceedings of the Advances in Computational Intelligence, 2017

Assessing Self-Repair on FPGAs with Biologically Realistic Astrocyte-Neuron Networks.

Shvan Karim, Jim Harkin, Liam McDaid, Bryan Gardiner, Junxiu Liu, David M. Halliday, Andy M. Tyrrell, Jon Timmis, Alan G. Millard, Anju P. Johnson

Proceedings of the 2017 IEEE Computer Society Annual Symposium on VLSI, 2017

An Efficient Hardware Architecture for Multilayer Spiking Neural Networks.

Yuling Luo, Lei Wan, Junxiu Liu, Jinlei Zhang, Yi Cao

Proceedings of the Neural Information Processing - 24th International Conference, 2017

Self-repairing Learning Rule for Spiking Astrocyte-Neuron Networks.

Junxiu Liu, Liam McDaid, Jim Harkin, John J. Wade, Shvan Karim, Anju P. Johnson, Alan G. Millard, David M. Halliday, Andy M. Tyrrell, Jon Timmis

Proceedings of the Neural Information Processing - 24th International Conference, 2017

An Energy-Aware Hybrid Particle Swarm Optimization Algorithm for Spiking Neural Network Mapping.

Junxiu Liu, Xingyue Huang, Yuling Luo, Yi Cao

Proceedings of the Neural Information Processing - 24th International Conference, 2017

A chaos-based self-adapting RGB image permutation scheme.

Yuling Luo, Ronglong Zhou, Lvchen Cao, Junxiu Liu, Jinjie Bi, Yi Cao, Senhui Qiu

Proceedings of the 13th International Conference on Natural Computation, 2017

Homeostatic fault tolerance in spiking neural networks utilizing dynamic partial reconfiguration of FPGAs.

Anju P. Johnson, Junxiu Liu, Alan G. Millard, Shvan Karim, Andy M. Tyrrell, Jim Harkin, Jon Timmis, Liam McDaid, David M. Halliday

Proceedings of the International Conference on Field Programmable Technology, 2017

2016

Scalable Networks-on-Chip Interconnected Architecture for Astrocyte-Neuron Networks.

Junxiu Liu, Jim Harkin, Liam P. Maguire, Liam McDaid, John J. Wade, George Martin

IEEE Trans. Circuits Syst. I Regul. Pap., 2016

Fault-Tolerant Networks-on-Chip Routing With Coarse and Fine-Grained Look-Ahead.

Junxiu Liu, Jim Harkin, Yuhua Li, Liam P. Maguire

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2016

Astrocyte to spiking neuron communication using Networks-on-Chip ring topology.

George Martin, Jim Harkin, Liam McDaid, John J. Wade, Junxiu Liu, Fearghal Morgan

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

An FPGA-based hardware-efficient fault-tolerant astrocyte-neuron network.

Anju P. Johnson, David M. Halliday, Alan G. Millard, Andy M. Tyrrell, Jon Timmis, Junxiu Liu, Jim Harkin, Liam McDaid, Shvan Karim

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.

Lei Wan, Junxiu Liu, Senhui Qiu, Mingcan Cen, Yuling Luo

Proceedings of the Smart Grid Inspired Future Technologies, 2016

Self-repairing hardware with astrocyte-neuron networks.

Junxiu Liu, Jim Harkin, Liam P. Maguire, Liam McDaid, John J. Wade, Malachy McElholm

Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

Self-repairing mobile robotic car using astrocyte-neuron networks.

Junxiu Liu, Jim Harkin, Liam McDaid, David M. Halliday, Andy M. Tyrrell, Jon Timmis

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Hierarchical Networks-on-Chip Interconnect for Astrocyte-Neuron Network Hardware.

Junxiu Liu, Jim Harkin, Liam McDaid, George Martin

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016

2015

Self-correcting strategy for networks-on-chip interconnect.

Junxiu Liu

PhD thesis, 2015

Low cost fault-tolerant routing algorithm for Networks-on-Chip.

Junxiu Liu, Jim Harkin, Yuhua Li, Liam P. Maguire

Microprocess. Microsystems, 2015

A symmetrical image encryption scheme in wavelet and time domain.

Yuling Luo, Minghui Du, Junxiu Liu

Commun. Nonlinear Sci. Numer. Simul., 2015

Case study: Bio-inspired self-adaptive strategy for spike-based PID controller.

Junxiu Liu, Jim Harkin, Malachy McElholm, Liam McDaid, Angel Jiménez-Fernandez, Alejandro Linares-Barranco

Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

Fine-Grained Fault-Tolerant Adaptive Routing for Networks-on-Chip.

Junxiu Liu, Jim Harkin, Liam P. Maguire, Yuhua Li, Lei Wan, Yuling Luo

Proceedings of the Algorithms and Architectures for Parallel Processing, 2015

2014

Online traffic-aware fault detection for networks-on-chip.

Junxiu Liu, Jim Harkin, Yuhua Li, Liam P. Maguire

J. Parallel Distributed Comput., 2014

Hardware Implementation of Cryptographic Hash Function Based on Spatiotemporal Chaos.

Yuling Luo, Junxiu Liu, Lvchen Cao, Jinjie Bi, Senhui Qiu

Proceedings of the International Conference on Security and Privacy in Communication Networks, 2014

Low Overhead Monitor Mechanism for Fault-Tolerant Analysis of NoC.

Junxiu Liu, Jim Harkin, Yuhua Li, Liam P. Maguire, Alejandro Linares-Barranco

Proceedings of the IEEE 8th International Symposium on Embedded Multicore/Manycore SoCs, 2014

Online fault detection for Networks-on-Chip interconnect.

Junxiu Liu, Jim Harkin, Yuhua Li, Liam P. Maguire

Proceedings of the 2014 NASA/ESA Conference on Adaptive Hardware and Systems, 2014

2011

Topological optimization of pedestal based on variable density method.

Junxiu Liu, Zongquan Deng, Honghao Yue

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.

Liming Wu, Junxiu Liu, Ji Zhang, Yuling Luo

Proceedings of the 2009 International Conference on Computational Intelligence and Security, 2009