Zhisong Wang, Alexander Maier, David A. Leopold, Nikos K. Logothetis and Hualou Liang, Single-Trial Evoked Potential Estimation Using Wavelet, Computers in Biology and Medicine, 37:463 – 473, 2007.

Qiuhua Lin, Yongrui Zheng, Fuliang Yin, Hualou Liang and Vince D. Calhoun , A Fast Fixed-point Algorithm for One-unit ICA-R, Information Sciences, 177: 1265 - 1275, 2007.

Zhisong Wang, Alexander Maier, David A. Leopold and Hualou Liang, Relaxation based Multichannel Signal Combination (RELAX-MUSIC) for ROC Analysis of Percept-Related Neuronal Activity, IEEE Transactions on Biomedical Engineering, 53 (12), 2615 - 2618, 2006.

Qiuhua Lin, Fuliang Yin, Tiemin Mei and Hualou Liang, A Blind Source Separation Based Method for Speech Encryption, IEEE Transactions on Circuits and Systems I: Fundamental Theory and Applications, 53(6):1320 – 1328, 2006.

Qiuhua Lin, Fuliang Yin and Hualou Liang, A Fast Decryption Algorithm for BSS-based Image Encryption, Lecture Notes in Computer Science, Vol.3973, 318 - 325, 2006.

Yuqiao Gu, Geir Halnes, Hans Liljenström, Dietrich von Rosen, Björn Wahlund, and Hualou Liang, Modelling ECT effects by connectivity changes in cortical neural networks, Neurocomputing, 69:1341 – 1347, 2006.

Yongrui Zheng, Qiuhua Lin, Fuliang Yin and Hualou Liang, Speech Enhancement Using ICA with EMD-based Reference, Lecture Notes in Computer Science, Vol.3889, 739 - 746, 2006.

Hualou Liang, Steven L. Bressler, Elizabeth A. Buffalo, Robert Desimone and Pascal Fries, Empirical mode decomposition of local field potentials from macaque V4 in visual spatial attention, Biological Cybernetics, , 92 (6), 380 – 392, 2005.

Maciej Kaminski and Hualou Liang, Causal Influence: Advances in Neurosignal Analysis, Critical Reviews in Biomedical Engineering, 33 (4), 347 – 430, 2005.

Hualou Liang, Qiuhua Lin and J. D. Z. Chen, Application of the Empirical Mode Decomposition to the Analysis of Esophageal Manometric Data in Gastroesophageal Reflux Disease, IEEE Transactions on Biomedical Engineering, 52(10), 1692 – 1701, 2005.  

Hualou Liang and Jiande Z. Chen, Assessment of the Esophageal Pressure in Gastroesophageal Reflux Disease by the Local Regression, Annals of Biomedical Engineering, 33 (6), 847 – 853, 2005.

Qiuhua Lin, Fuliang Yin, Hualou Liang, Blind source separation based encryption of images and speeches, Lecture Notes in Computer Science, Vol. 3497, pp. 544 - 549, 2005.

Hualou Liang, Steven L. Bressler, Robert Desimone and Pascal Fries, Empirical Mode Decomposition: A Method for Analyzing Neural Data, Neurocomputing, Vol. 65-66, pp. 801-807, 2005.

Yuqiao Gu, Björn Wahlund, Hans Liljenström, Dietrich von Rosen and Hualou Liang, Studying Phase Shift of Clinical EEG Evoked by ECT, Neurocomputing, Vol. 65-66, pp.475-483, 2005.

Hualou Liang, Extraction of Gastric Slow Waves from Electrogastrograms: Combining Independent Component Analysis and Adaptive Signal Enhancement, Medical & Biological Engineering & Computing, 43 (2), 245-251, 2005.

Qiuhua Lin, Yongrui Zheng, Fuliang Yin, Hualou Liang, Speech Segregation Using Constrained ICA, Lecture Notes in Computer Science, Vol. 3173, pp.755-760, 2004.

Hualou Liang and Hongbin Wang, Top-Down Anticipatory Control in Prefrontal Cortex, Theory in Biosciences, 122 (1), 70 - 86, 2003.

Hualou Liang, Steven L. Bressler, Mingzhou Ding, Robert Desimone and Pascal Fries, Temporal dynamics of attention-modulated neuronal synchronization in macaque V4, Neurocomputing, Vol. 52-54, pp. 481 - 487, 2003.

Hualou Liang, Steven L. Bressler, Mingzhou Ding, Wilson A. Truccolo and Richard Nakamura, Synchronized activity in prefrontal cortex during anticipation of visuomotor processing, NeuroReport, 13 (16), 2011-2015, 2002.

Hualou Liang and Zhiyue Lin, Stimulus Artifact Cancellation in Gastric Myoelectrical Recordings Using Wavelet Transform, IEEE Transactions on Biomedical Engineering, 49(7), 681 - 688, 2002.

Hualou Liang, Mingzhou Ding, Steven L. Bressler, Temporal dynamics of Information Flow in the Cerebral Cortex, Neurocomputing, Vol.38-40, pp. 1429-1435, 2001.  Erratum to "Temporal dynamics of Information Flow in the Cerebral Cortex", Neurocomputing, Vol.42, pp.339, 2002.

Hualou Liang, Adaptive Independent Component Analysis of Multichannel Electrogastrograms, Medical Engineering & Physics, 23(2), 91-97, 2001.

Hualou Liang and Zhiyue Lin, Detection of Delayed Gastric Emptying from Electrogastrograms with Support Vector Machine, IEEE Transactions on Biomedical Engineering, 48(5), 601-604, 2001.

Hualou Liang, Mingzhou Ding, Steven L. Bressler, The Detection of Cognitive State Transitions by Stability Changes in Event-Related Cortical Field Potentials, Neurocomputing, Vol.38-40, pp. 1423-1428, 2001.

Hualou Liang, Mingzhou Ding, Richard Nakamura, Steven L. Bressler, Causal Influences in Primate Cerebral Cortex during Visual Pattern Discrimination, NeuroReport, 11(13), 2875-2880, 2000.

Mingzhou Ding, Steven L. Bressler, Weiming Yang and Hualou Liang, Short Window Spectral Analysis of Cortical Event-Related Potentials by Adaptive MultiVariate AutoRegressive (AMVAR) Modeling: Data Preprocessing, Model Validation, and Variability Assessment by Bootstrapping, Biological Cybernetics, 83(1), 35-45, 2000.

Hualou Liang, Mingzhou Ding, Steven L. Bressler, On the Tracking of Dynamic Functional Relations in Monkey Cerebral Cortex, Neurocomputing, Vol.32-33, pp. 891-896, 2000.

Hualou Liang, Zhiyue Lin and Richard W. McCallum, Artifact Reduction in electrogastrogram Based on the Empirical Model Decomposition Method, Medical & Biological Engineering & Computing, 38(1), 35-41, 2000.

Hualou Liang, Zhiyue Lin and Richard W. McCallum, Application of Combined Genetic Algorithms with Cascade Correlation to Diagnosis of Delayed Gastric Emptying from Electrogastrograms, Medical Engineering & Physics, 22(3), 229-234, 2000.

Hualou Liang and Guiliang Dai, Improvement of Cascade Correlation Learning Algorithm with an Evolutionary Initialization, Information Sciences, Vol. 112, pp.1 - 6, 1998.

Hualou Liang, Wei Xie, Yigang Xie and Guiliang Dai, Classification of the Primary Cosmic Ray Composition with Neural Networks, High Energy Physics and Nuclear Physics, Vol. 21, No.3 pp.205 - 210, 1997.

Zhiyue Lin, Hualou Liang, Richard McCallum and J.P.Z. Chen, Application of combining genetic algorithms with cascade correlation to diagnosis of delayed Gastric Emptying from the Electrogastrograms, Artificial Neural Networks in Engineering, New York: ASME Press, 697-702, 1997.

Hualou Liang and Guiliang Dai, Neural Network Classifier Based on Genetic Algorithm, Nuclear Electronics & Detection Technology, Vol.16, No.3, pp.174 - 177, 1996.

Hualou Liang and Guiliang Dai, Error Estimation and Error Bounds for Neural Networks, Artificial Neural Networks and Expert Systems, 2, pp.42 - 45, IEEE Computer Society Press, Los Alamitos, CA, 1995

Hualou Liang and Guiliang Dai, Combination of Genetic Algoritms and Artificial Neural Networks: Review and Prospect, ACTA ELECTRONICA SINICA, Vol.23, No.10, pp.197 - 203, 1995. 

Hualou Liang, Application of Support Vector Machine to the Detection of Delayed Gastric Emptying from Electrogastrograms, In: Support Vector Machines: Theory and Applications, edited by L. Wang, Springer-Verlag, pp. 399 - 412, 2005.

Hualou Liang and Zhiyue Lin, Multiresolution Signal Decomposition and its Applications to Electrogastric Signals, In: Recent research developments in biomedical engineering, 15 - 31, February 2002.

Hualou Liang, Analysis and Applications of Genetic Neural Network, Ph.D. dissertation, Chinese Academy of Sciences, China, 1996.

Hualou Liang, Investigation of Time-Frequency Theory, Algorithm and its Applications in Biomedical Signal, Master thesis, Department of Electrical Engineering, Dalian University of Technology, 1993.

Hualou Liang, Hongbin Wang, Zhiyue Lin, Reduction of Electrocardiographic Signal from Diaphragmatic Electromyogram by Nonlinear Filtering, 24th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Houston, USA, pp.17 - 18, October 2002.  

Hongbin Wang, Jin Fan and Hualou Liang, A Computational Model of Attentional Networks, 24th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Houston, USA, pp.1988 – 1989, October 2002. 

Hualou Liang, Mingzhou Ding, Steven L. Bressler, Causal assessment of neural interactions by analysis of electrophysiological recordings, The Eleventh Annual Computational Neuroscience Meeting, Chicago, USA, July, 2002.

Hualou Liang, Steven L. Bressler, Mingzhou Ding, Robert Desimone and Pascal Fries, Temporal structure of attention-modulated neuronal synchronization in macaque V4, The Eleventh Annual Computational Neuroscience Meeting, Chicago, USA, July, 2002.

Zhiyue Lin, Hualou Liang and Richard McCallum, Combined Methods for Recovery of Gastric Slow Waves from MultichannelElectrogastrograms, World Congress on Medical Physics and Biomedical Engineering, Chicago, July, 2000.

Zhiyue Lin, Hualou Liang and Richard McCallum, Extraction of Gastric Slow Waves from Multichannel Electrogastrograms Using Adaptive Independent Component Analysis, Proceedings of the 21th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Atlanta, USA, October, 1999.

Hualou Liang and Nikos K. Logothetis, Adaptive Blind Source Separation through a Maximum Likelihood Approach, Proceedings of International Conference on Neural Network and Brain, Beijing, China, pp.353 - 356, 1998.

Hualou Liang and Nikos K. Logothetis, Blind Signal Separation with a flexible non-linearity, Proceedings of International Conference on Neural Information Processing(ICONIP), Kitakyushu, Japan, pp.478-481, 1998.

Irit Opher, Hualou Liang and David Horn, Temporal Image Analysis with Oscillatory and Spiking Neurons, Advances in Neural Information Processing Systems, Cambridge, MA: MIT Press, 1997.

Zhiyue Lin, Hualou Liang, J.P.Z. Chen and Richard McCallum, Application of combining genetic algorithms with cascade correlation to diagnosis of delayed Gastric Emptying from the Electrogastrograms, Proceedings of the 19th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Chicago, USA, 1355-1358, 1997.

Hualou Liang and Guiliang Dai, Comparison Between the Evolutionary Approach and the Backpropagation Training Algorithm, Proceedings of The First International Conference on Computational Intelligence and Neurosciences, North Carolina, USA, pp.591-592, 1995.

Hualou Liang and Guiliang Dai, Combining Genetic Algorithm and Cascade-Correlation, Proceedings of IEEE International Conference on Neural Networks and Signal Processing, Nanjing, China, pp.56 - 59, 1995.

Hualou Liang and Guiliang Dai, A Benchmark and its Rules for Neural Network Classifier, Proceedings of the 8th National Conference of Computer Application in Science and Technology, pp.207 - 210, 1995.

Hualou Liang and Guiliang Dai, Neural Network Classifier Based on Genetic Algorithm, Proceedings of the 8th National Conference of Computer Application in Science and Technology, pp.203 - 206, 1995.

Hualou Liang and Guiliang Dai, Discussion about Error Measure for Neural Network in High Energy Physics, Proceedings of Seventh National Conference on Nuclear Electronics and Nuclear Detection Technology, pp.736 - 740, 1994

Elizabeth A. Buffalo, Pascal Fries, Rogier Landman, Hualou Liang and Robert Desimone, Latency of attentional modulation in ventral visual cortex, The 35th Annual Meeting of Society for Neuroscience, Washington, DC, November 12 – 16, 2005.

Hualou Liang, Steven L. Bressler, Elizabeth A. Buffalo, Robert Desimone and Pascal Fries, Empirical mode decomposition of local field potentials from macaque V4 in visual spatial attention, The 34th Annual Meeting of Society for Neuroscience, 921.15, San Diego, CA, October 23 - 27, 2004.

Hualou Liang, Steven L. Bressler, Robert Desimone and Pascal Fries, Attention-modulated gamma frequency activity in macaque v4 reflects task timing and performance, The 33rd Annual Meeting of Society for Neuroscience, New Orleans, LA, November, 2003.

Steven L. Bressler, Mingzhou Ding, Hualou Liang and Richard Nakamura, Large-scale motor maintenance network in macaque cerebral cortex, The 32nd Annual Meeting of  Society for Neuroscience, 62.7, Orlando, FL, November, 2002.

Hualou Liang, Steven L. Bressler, Mingzhou Ding, Robert Desimone and Pascal Fries, The time course of attention-modulated gamma frequency synchronization in macaque V4, The 31st Annual Meeting of Society for Neuroscience, 722.10, San Diego, Ca, November, 2001.

Steven L. Bressler, Hualou Liang and Mingzhou Ding, Top-down influence on early visual processing by an anticipatory large-scale network in macaque frontal cortex, The 31st Annual Meeting of Society for Neuroscience, 533.1, San Diego, Ca, November, 2001.

Hualou Liang, Zhiyue Lin and Richard W. McCallum, Cancellation of stimulus artifact in the serosal recordings of gastric myoelectrical activity, The Ninth International Workshop on Electrogastrography, Atlanta, GA, May, 2001.

Hualou Liang, Mingzhou Ding, Steven L. Bressler, Bidirectional Information Flow in Monkeys Visual Cortex, Soc Neurosci Abstr. 30:558, 2000.

Steven L. Bressler, Mingzhou Ding, Hualou Liang, Bottom-up and Top-Down Influences in the Primate Visual Cortex, Fourth Annual Vision Research Conference on Functional Brain Imaging in Vision, ARVO'00, pp.124, Ford, Lauderdale, April, 2000.

Hualou Liang, Mingzhou Ding, Steven L. Bressler, Temporal Dynamics of Information Flow in the Cerebral Cortex, The Ninth Annual Computational Neuroscience Meeting, p.93, Belgium, July, 2000.

Hualou Liang, Mingzhou Ding, Steven L. Bressler, The Detection of Cognitive State Transitions by Stability Changes in Event-Related Cortical Field Potentials, The Ninth Annual Computational Neuroscience Meeting, p.93, Belgium, July, 2000.

Steven L. Bressler, Mingzhou Ding, Hualou Liang, Maciek Kaminski, Separation of Feedforward and Feedback Causal Influences in the Primate Visual Cortex, The Ninth Annual Computational Neuroscience Meeting, p.57, Belgium, July, 2000.

Hualou Liang, Nonlinear Filtering of Diaphragmatic EMG Signals, invited talk in the Third World Congress of Nonlinear Analysts, Italy, July, 2000.

Hualou Liang, On the Direction of Dynamic Coordinated Interactions in Monkey Visual Cortex, Dynamical Neuroscience VII Integration Across Multiple Imaging Modalities, Delray Beach, Florida, pp. 52, 1999.

Steven L. Bressler, Mingzhou Ding, Hualou Liang and Maciek Kaminski, Dynamics of a large-scale attentive network during visuomotor performance in macaque monkeys, Soc Neurosci Abstr. 29: 1632, 1999.

Hualou Liang, Mingzhou Ding, Steven L. Bressler, On the Tracking of Dynamic Functional Relations in Monkey Cerebral Cortex, Eight Annual Computational Neuroscience Meeting (CNS'99), Pittsburgh, pp. 117, 1999.

Hualou Liang and Guiliang Dai, Improvement of Cascade Correlation Learning Algorithm with Evolutionary Initialization, Proceedings of The Second Annual Joint Conference on Information Sciences, North Carolina, USA, pp.584-586, 1995