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Viewing Publication 1 - 59 from 59

2023

2022

Improving Imbalanced Learning by Pre-finetuning with Data AugmentationYiwen Shi, Taha ValizadehAslani, Jing Wang, Ping Ren, Yi Zhang, Meng Hu, Liang Zhao, Hualou Liang. lidta 2022: 68-82 [doi]

2021

Information Extraction From FDA Drug Labeling to Enhance Product-Specific Guidance Assessment Using Natural Language ProcessingYiwen Shi, Ping Ren, Yi Zhang, Xiajing Gong, Meng Hu, Hualou Liang. frma, 6:670006, 2021. [doi]

2018

Granger-Geweke causality: Estimation and interpretationMukesh Dhamala, Hualou Liang, Steven L. Bressler, Mingzhou Ding. neuroimage, 175:460-463, 2018. [doi]

A Copula-Based Granger Causality Measure for the Analysis of Neural Spike Train DataMeng Hu, Wu Li, Hualou Liang. tcbb, 15(2):562-569, 2018. [doi]

2017

Structure-Function Network Mapping and Its Assessment via Persistent HomologyHualou Liang, Hongbin Wang. ploscb, 13(1), 2017. [doi]

2016

Joint analysis of spikes and local field potentials using copulaMeng Hu, Mingyao Li, Wu Li, Hualou Liang. neuroimage, 133:457-467, 2016. [doi]

2014

A copula approach to assessing Granger causalityMeng Hu, Hualou Liang. neuroimage, 100:125-134, 2014. [doi]

2013

Perceptual suppression revealed by Adaptive Multi-Scale Entropy Analysis of Local Field potential in monkey Visual cortexMeng Hu, Hualou Liang. IJNS, 23(2), 2013. [doi]

2012

2011

Extraction of microsaccade-related signal from single-trial local field potential by ICA with referenceMeng Hu, Hongmiao Zhang, Hualou Liang. nca, 20(8):1181-1186, 2011. [doi]

Uncovering perceptual awareness of visual stimulus with adaptive multiscale entropyMeng Hu, Hualou Liang. icawst 2011: 485-490 [doi]

Causality Analysis of Neural Connectivity: Critical Examination of Existing Methods and Advances of New MethodsSanqing Hu, Guojun Dai, Gregory A. Worrell, Qionghai Dai, Hualou Liang. tnn, 22(6):829-844, 2011. [doi]

2009

Reference Signal Impact on EEG EnergySanqing Hu, Matt Stead, Hualou Liang, Gregory A. Worrell. isnn 2009: 605-611 [doi]

A semi-blind EM algorithm for overcomplete ICAQiu-Hua Lin, Ning Xu, Hualou Liang. icassp 2009: 1733-1736 [doi]

A novel audio color watermarking scheme based on self-organizing mapXiaohong Ma, Yan Qin, Hualou Liang. ijcnn 2009: 1945-1952 [doi]

A Novel Moving Object Tracking Method Using ICA-RXiaohong Ma, Lixin Wang, Yi Feng, Hualou Liang. isnn 2009: 859-864 [doi]

Watermark Image Restoration Method Based on Block Hopfield NetworkXiaohong Ma, Xin Li, Hualou Liang. isnn 2009: 365-370 [doi]

Percept-related cortical induced activity during bistable perceptionZhisong Wang, Nikos K. Logothetis, Hualou Liang. ijcnn 2009: 3289-3296 [doi]

Extraction of Bistable-Percept-Related Features From Local Field Potential by Integration of Local Regression and Common Spatial PatternsZhisong Wang, Alexander Maier, Nikos K. Logothetis, Hualou Liang. tbe, 56(8):2095-2103, 2009. [doi]

Spatiotemporal Neural Integration for Bistable Perception in a Response-Time Structure-From-Motion TaskZhisong Wang, Nikos K. Logothetis, Hualou Liang. tbe, 56(12):2937-2948, 2009. [doi]

Extraction of percept-related induced local field potential during spontaneously reversing perceptionZhisong Wang, Nikos K. Logothetis, Hualou Liang. NN, 22(5-6):720-727, 2009. [doi]

Relaxation-Based Feature Selection for Single-Trial Decoding of Bistable PerceptionZhisong Wang, Alexander Maier, Nikos K. Logothetis, Hualou Liang. tbe, 56(1):101-110, 2009. [doi]

2008

BSMART: A Matlab/CJie Cui, Lei Xu, Steven L. Bressler, Mingzhou Ding, Hualou Liang. NN, 21(8):1094-1104, 2008. [doi]

A blind source separation-based method for multiple images encryptionQiu-Hua Lin, Fuliang Yin, Tiemin Mei, Hualou Liang. ivc, 26(6):788-798, 2008. [doi]

Single-trial bistable perception classification based on sparse nonnegative tensor decompositionZhisong Wang, Alexander Maier, Nikos K. Logothetis, Hualou Liang. ijcnn 2008: 1041-1048 [doi]

Single-Trial Classification of Bistable Perception by Integrating Empirical Mode Decomposition, Clustering, and Support Vector MachineZhisong Wang, Alexander Maier, Nikos K. Logothetis, Hualou Liang. ejasp, 2008, 2008. [doi]

Single-Trial Decoding of Bistable Perception Based on Sparse Nonnegative Tensor DecompositionZhisong Wang, Alexander Maier, Nikos K. Logothetis, Hualou Liang. cin, 2008, 2008. [doi]

2007

2006

2005

Analysis of phase shifts in clinical EEG evoked by ECTYuqiao Gu, Björn Wahlund, Hans Liljenström, Dietrich von Rosen, Hualou Liang. ijon, 65-66:475-483, 2005. [doi]

Empirical mode decomposition: a method for analyzing neural dataHualou Liang, Steven L. Bressler, Robert Desimone, Pascal Fries. ijon, 65-66:801-807, 2005. [doi]

Empirical mode decomposition of field potentials from macaque V4 in visual spatial attentionHualou Liang, Steven L. Bressler, E. A. Buffalo, Robert Desimone, Pascal Fries. bc, 92(6):380-392, 2005. [doi]

Application of the empirical mode decomposition to the analysis of esophageal manometric data in gastroesophageal reflux diseaseHualou Liang, Qiu-Hua Lin, J. D. Z. Chen. tbe, 52(10):1692-1701, 2005. [doi]

Blind Source Separation-Based Encryption of Images and SpeechesQiu-Hua Lin, Fuliang Yin, Hualou Liang. isnn 2005: 544-549 [doi]

2004

Speech Segregation Using Constrained ICAQiu-Hua Lin, Yong-Rui Zheng, Fuliang Yin, Hualou Liang. isnn 2004: 755-760 [doi]

2003

Temporal dynamics of attention-modulated neuronal synchronization in macaque V4Hualou Liang, Steven L. Bressler, Mingzhou Ding, Robert Desimone, Pascal Fries. ijon, 52-54:481-487, 2003. [doi]

Top-down anticipatory control in prefrontal cortexHualou Liang, Hongbin Wang. tib, 122(1):70-86, 2003. [doi]

2002

Stimulus artifact cancellation in the serosal recordings of gastric myoelectric activity using wavelet transformHualou Liang, Zhiyue Lin. tbe, 49(7):681-688, 2002. [doi]

Erratum to Temporal dynamics of information flow in the cerebral cortex [Neurocomputing 38-40 (2001) 1429-1435]Hualou Liang, Mingzhou Ding, Steven L. Bressler. ijon, 42(1-4):339, 2002. [doi]

2001

Detection of delayed gastric emptying from electrogastrograms with support vector machineHualou Liang, Zhiyue Lin. tbe, 48(5):601-604, 2001. [doi]

The detection of cognitive state transitions by stability changes in event-related cortical field potentialsHualou Liang, Mingzhou Ding, Steven L. Bressler. ijon, 38-40:1423-1428, 2001. [doi]

Temporal dynamics of information flow in the cerebral cortexHualou Liang, Mingzhou Ding, Steven L. Bressler. ijon, 38-40:1429-1435, 2001. [doi]

2000

Short-window spectral analysis of cortical event-related potentials by adaptive multivariate autoregressive modeling: data preprocessing, model validation, and variability assessmentMingzhou Ding, Steven L. Bressler, Weiming Yang, Hualou Liang. bc, 83(1):35-45, 2000. [doi]

On the tracking of dynamic functional relations in monkey cerebral cortexHualou Liang, Mingzhou Ding, Steven L. Bressler. ijon, 32-33:891-896, 2000. [doi]

1998

Improvement of Cascade Correlation Learning Algorithm with an Evolutionary InitializationHualou Liang, Guiliang Dai. isci, 112(1-4):1-6, 1998.

Blind Signal Separation with a Flexible Non-LinearityHualou Liang, Nikos K. Logothetis. iconip 1998: 478-481

1995

Error Estimation and Error Bounds for Neural NetworkHualou Liang, Guiliang Dai. annes 1995: 42-44 [doi]

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