Selected Publications
1. Wenrui Zhao, Eus J.W. Van Someren, Chenyu Li, Xinyuan Chen, Wenjun Gui, Yu Tian, Yunrui Liu, Xu Lei*. EEG spectral analysis in insomnia disorder: A systematic review and meta-analysis. Sleep Medicine Reviews.Oct 2021 59:101457.
2. Wei Duan, Ya-Jie Wang, Xinyuan Chen, Wenrui Zhao , Hong Yuan, Xu Lei*. Reproducibility of power spectrum, functional connectivity and network construction in resting-state EEG. Journal of Neuroscience Methods. Jan 2021 384: 108985.
3. 赵文瑞,李陈渝,陈军君,雷旭*.失眠障碍与过度觉醒：来自静息态脑电和睡眠脑电的证据. 中国科学:生命科学. 2020 50(3): 270-286.
4. 覃慧怡, 丁丽洪, 段威, 雷旭. 脑电信号的重测信度：在多项静息态和任务态实验中的对比. 心理学报. In Press.

Other Publications
14. Xiangyue Zhao, Xinyuan Chen, Wei Duan, Wenrui Zhao, Xu Lei*. Impaired Alpha Rhythm in Bad Sleeper during Nap: A High-density EEG Study. Journal of Sleep Research. 2022 31: e13419.
13. Lihong Ding, Wei Duan, Yulin Wang, Xu Lei*. Test-retest Reproducibility Comparison in Resting and the Mental Task States : A Sensor and Source-level EEG Spectral Analysis. International Journal of Psychophysiology. Mar 2022 173: 20-28.
12. Yulin Wang, Wei Duan, Debo Dong, Lihong Ding and Xu Lei*. A test-retest resting, and cognitive state EEG dataset during multiple subject-driven states. Scientific Data. Sep 2022 9: 566.
11. Min Li, Ying Wang, Carlos Lopez-Naranjo, ..., Xu Lei, ..., Pedro Antonio Valdes-Sosa*, Harmonized-Multinational qEEG Norms (HarMNqEEG). NeuroImage 2022 119190.
10. Xiaorong Qin, Jingyi Xiong, Ruifang Cui, Guimin Zou, Changquan Long*, Xu Lei. EEG microstate temporal dynamics predict depressive symptoms in college students. Brain Topography 2022 35: 481–494.
9. Hui Huang, Jianhai Zhang, Li Zhu*, Jiajia Tang, Guang Lin, Wanzeng Kong, Xu Lei, Lei Zhu. EEG-based Sleep stages analysis with functional connectivty. Sensors. Mar 2021 21(6): 1988.
8. Ya-Jie Wang, Wei Duan, Xu Lei*. Impaired Coupling of the Brain's Default Network during Sleep Deprivation: a Resting-state EEG Study. Nature and Science of Sleep. Nov 2020 12: 937-947.
7. Yue Wu, Wenrui Zhao, Xinyuan Chen, Xiaoyong Wan and Xu Lei*. Aberrant spontaneous brain activity in obstructive sleep apnea: a review focused on resting-state EEG and resting-state fMRI. Frontiers in Neurology, section Sleep Disorders.Aug 2020 11:708.
6. Xiaoli Huang, Zhiliang Long, Xu Lei*. Electrophysiological Signatures of the Resting-state fMRI Global Signal: A Simultaneous EEG-fMRI Study. Journal of Neuroscience Methods. Jan 2019 311: 351-359.
5. Hailing Wang, Xia Wu*, Xiaotong Wen, Xu Lei, Yufei Gao, Li Yao. Exploring directed functional connectivity based on electroencephalography source signals using a global cortex factor-based multivariate autoregressive model. Journal of Neuroscience Methods. Apri 2019 318: 6-16.
4. Xu Lei*, Keren Liao. Understanding the Influences of EEG Reference: A Large-scale Brain Network Perspective. Frontiers in Neuroscience - Brain Imaging Methods. April 2017 11: 205.
3. Xu Lei, Taoyu Wu, Pedro Valdes-Sosa. Incorporating priors for EEG source imaging and connectivity analysis. Frontiers in Neuroscience - Brain Imaging Methods. Aug 2015 9: 284.
2. Xin Zhang, Xu Lei, Ting Wu, Tianzi Jiang. A review of EEG and MEG for brainnetome research. Cognitive Neurodynamics Apri 2014 8(2): 87-98.
1. Xu Lei, Antao Chen, Peng Xu, Dezhong Yao. Gaussian Source Model based Iterative Algorithm for EEG source Imaging. Comput Biol Med. Nov 2009 39(11): 978-988.

Selected Publications
1. Haien Wang, Qinghua He, Jiang Qiu, Tingyong Feng, Hong Chen, Xu Lei*. Distinct neural responses of morningness and eveningness chronotype to homeostatic sleep pressure revealed by resting-state functional magnetic resonance imaging. CNS Neuroscience and Therapeutics. Sep 2022 28(9): 1439-1446.
2. Tingting Yang, Xiaojuan Dong, Xu Lei*. Hard to Initiate Sleep: A New Paradigm for Resting-state fMRI. Cognitive Neurodynamics. Feb 2021 15: 825–833.
3. Xu Lei*, Zhiying Zhao, Hong Chen. Extraversion is Encoded by Scale-free Dynamics of Default Mode Network. NeuroImage. Jul 2013 74: 52–57. (Cover Article)  
4. 秦海霞, 赵文瑞, 喻婧, 雷旭*. 失眠患者静息态脑网络的改变:网络内与网络间的功能连接异常. 心理科学进展, 2019 27(1):1-12.

Other Publications
16. Yun Tian, Cao Xie, Xu Lei*. Isolation of subjectively reported sleepiness and objectively measured vigilance during sleep deprivation: a resting-state fMRI study. Cognitive Neurodynamics. Oct 2022 16: 1151-1162.
15. Ximei Chen,Mingyue Xiao,Jingmin Qin,Ziming Bian,Jiang Qiu,Tingyong Feng,Qinghua He,Xu Lei,Hong Chen*. Association between high levels of body-esteem and increased degree of midcingulate cortex global connectivity: A resting-state fMRI study. Psychophysiology. Oct 2022 59(10): e14072.
14. Hong-Zhou Xu, Xue-Rui Peng, Yun-Rui Liu, Xu Lei, Jing Yu*. Sleep quality modulates the association between dynamic functional network connectivity and cognitive function in healthy older adults. Neuroscience. Jan 2022 480: 131-142.
13. Shuyi Yang, Yun Tian, Qinghua He, Jiang Qiu, Tingyong Feng, Hong Chen, Xu Lei*. Enhanced Anti-correlation Between the Dorsal Attention and Default-mode Networks: A Resting-state fMRI Study of Acute Insomnia. Neuroscience. Jul 2021 467: 47-55.
12. Zhiyi Chen, Pan Feng, Benjamin Becker, Ting Xu, Matthew R. Nassar, Fuschia Sirois, Bernhard Hommel, Chenyan Zhang, Qinghua He, Jiang Qiu, Li He, Xu Lei, Hong Chen, Tingyong Feng*. Neural connectome prospectively encodes the risk of post-traumatic stress disorder (PTSD) symptom during the COVID-19 pandemic. Neurobiology of Stress. 2021 15: 100378.
11. Yun Tian, Xinyuan Chen, Dan Xu, Jing Yu, Xu Lei*. Connectivity within the Default Mode Network Mediates the Association between Chronotype and Sleep Quality. Journal of Sleep Research. Oct 2020 29: e12948.
10. Xinqi Zhou, Xu Lei*. Wandering Minds with Wandering Brain Networks. Neuroscience Bulletin. Dec 2018 34(6):1017-1028.
9. Yun-Rui Liu, Dong-Qiong Fan, Wen-Jun Gui, Zhi-Liang Long, Xu Lei, Jing Yu*. Sleep-related brain atrophy and disrupted functional connectivity in older adults. Behavioural Brain Research. July 2018 347: 292-299.
8. Xiaojuan Dong, Haixia Qin, Taoyu Wu, Hua Hu, Dong Gao, Xu Lei*. Rest but busy: aberrant resting-state functional connectivity of triple network model in insomnia. Brain and Behavior. Feb 2018 8(2): e00876.
7. Xinqi Zhou, Taoyu Wu, Jing Yu, Xu Lei*. Sleep Deprivation Makes the Young Brain Resemble the Elderly Brain: A Large-Scale Brain Networks Study. Brain Connectivity. Feb 2017 7(1): 58-68.
6. Xu Lei*, Tianliang Yang, Taoyu Wu. Functional Neuroimaging of Extraversion-Introversion. Neuroscience Bulletin. Dec 2015 31(6): 663-675.
5. Ming Ye, Tianliang Yang, Peng Qing, Xu Lei, Jiang Qiu, Guangyuan Liu. Changes of Functional Brain Networks in Major Depressive Disorder: A Graph Theoretical Analysis of Resting-State fMRI. Plos One. Sep 2015 10(9): e0133775.
4. Yulin Wang, Huan Liu, Glenn Hitchman, Xu Lei*. Module Number of Default Mode Network: Inter-Subject Variability and Effects of Sleep Deprivation. Brain Research. Jan 2015 1596: 69-78.
3. Huan Liu, Hong Li, Yulin Wang, Xu Lei*. Enhanced Brain Small-worldness after Sleep Deprivation: A Compensatory Effect. Journal of Sleep Research. Mar 2014 23(5): 553-563.
2. Wei Liao, Huafu Chen, Qin Yang, Xu Lei. Analysis of fMRI Data Using Improved Self-Organizing Mapping and Spatio-temporal Metric Hierarchical Clustering. IEEE T Med Imaging. Oct 2008 27(10): 1472 - 1483.
1. 万晓勇，赵文瑞，吴欣然，陈鑫源，雷旭*. 阻塞性睡眠呼吸暂停的脑影像研究：来自静息态脑电和功能磁共振的证据. 生理学报, 2019 71(5): 760-768.

Selected Publications
1. Xinyuan Chen, Ching-Fen Hsu, Dan Xu, Jing Yu, Xu Lei*. Loss of Frontal Regulator of Vigilance during Sleep Inertia: A Simultaneous EEG-fMRI Study. Human Brain Mapping. Oct 2020 41:4288-4298.
2. Xu Lei*, Yulin Wang, Hong Yuan, Dante Mantini.Neuronal oscillations and functional interactions between resting state networks: effects of alcohol intoxication. Human Brain Mapping. Jul 2014 35(7): 3517-3528.
3. Xu Lei, Peng Xu, Cheng Luo, Jinping Zhao, Dong Zhou, Dezhong Yao. fMRI Functional Networks for EEG Source Imaging. Human Brain Mapping. Jul 2011 32(7): 1141-1160. (Cover Article) 
4. Xu Lei, Chuan Qiu, Peng Xu, Dezhong Yao. A parallel framework for simultaneous EEG/fMRI analysis: Methodology and simulation. NeuroImage. Sep 2010 52(3): 1123-1134. 
5. 雷旭*, 刘欢, 李红. 睡眠的同步EEG-fMRI研究述评. 心理科学进展. Mar 2013 21(3):448-457.

Other Publications
9. Guang Lin, Jianhai Zhang*, Yuxi Liu, Tianyang Gao, Wanzeng Kong, Xu Lei, Tao Qiu. Ballistocardiogram artifact removal in simultaneous EEG-fMRI using generative adversarial network. Journal of Neuroscience Methods, April 2022 371: 109498.
8. Dan Xu, Xinyuan Chen, Yun Tian, Xiaoyong Wan, Xu Lei*. Lying Posture Affects Sleep Structures and Cortical Activities: A Simultaneous EEG-fMRI Imaging of the Sleeping and Waking Brain. Brain Imaging and Behavior. Aug 2021 15: 2178-2186.
7. Jie Zhang, Wei Cheng, Zhaowen Liu, Kai Zhang, Xu Lei, Ye Yao, Benjamin Becker, Yicen Liu, Keith Kendrick, Guangming Lu, Jianfeng Feng*. Neural, electrophysiological and anatomical basis of brain-network variability and its characteristic changes in mental disorders. Brain. Aug 2016 139: 2307-2321.
6. Xu Lei, Yulin Wang, Hong Yuan, Antao Chen.Brain Scale-free Properties in Awake Rest and NREM Sleep: A Simultaneous EEG/fMRI Study. Brain Topography. Mar 2015 28(2): 292-304.
5. Xu Lei, P. Valdes Sosa, Dezhong Yao, EEG/fMRI fusion based on independent component analysis: integration of data-driven and model-driven methods. Journal of Integrative Neuroscience. Sep 2012 11(3): 313-337.
4. Xu Lei, Jiehui Hu, dezhong Yao. Incorporating fMRI functional networks in EEG source imaging: A Bayesian model comparison approach. Brain Topogr. Jan 2012 25(1): 27-38.
3. Xu Lei, Dirk Ostwald, Jiehui Hu, Chuan Qiu, Camillo Porcaro, Andrew P. Bagshaw, Dezhong Yao. Multimodal functional network connectivity: An eeg-fmri fusion in the network space. Plos One. Sep 2011 6: e24642.
2. Xu Lei, Cheng Luo, Dezhong Yao. Imaging epileptic networks using spatial-temporal EEG-fMRI fusion. International Journal of Bioelectromagnetism. 2011 13(4): 249-254.
1. 赵文瑞, 陈鑫源, 雷旭*. 同步脑电-功能磁共振信号处理进展. 信号处理, 2018 34(8):930-942.

Selected Publications
1. Yun Tian, Michael V Vitiello, Haien Wang, Yulin Wang, Debo Dong, Hongzhou Xu, Ping Yu, Jiang Qiu, Qinghua He, Hong Chen, Tingyong Feng, Xu Lei*. Risk of insomnia during COVID-19: effects of depression and brain functional connectivity. Cerebral Cortex. In Press. doi: 10.1093/cercor/bhad016.
2. Ziye Xu, Wenrui Zhao, Haien Wang, Yun Tian, Xu Lei*. Functional Connectivity between Dorsal Attention Network and Default Mode Network Mediates Subjective Sleep Duration and Depression in Young Females. Journal of Affective Disorders. In Press. doi: 10.1016/j.jad.2023.01.023.

Other Publications
11. Yu Mao, Dongtao Wei, Wenjing Yang, Jiangzhou Sun, Yaxu Yu, Kaixiang Zhuang, Xiaoqin Wang, Li He, Tingyong Feng, Xu Lei, Qinghua He, Hong Chen, Shaozheng Qin, Yunzhe Liu, Jiang Qiu*. A Neural Predictive Model of Negative Emotions for COVID-19. IEEE Transactions on Affective Computing. doi: 10.1109/TAFFC.2022.3181671.
10. Yuan Gao, Hua Ao, Xiaoyong Hu, Xinyu Wang, Duo Huang, Wanjun Huang, Yan Han, Chao Zhou, Ling He, Xu Lei*, Xiao Gao*. Social media exposure during COVID-19 lockdowns could lead to emotional overeating via anxiety: The moderating role of neuroticism. Applied Psychology: Health and Well-Being. Feb 2022 14(1): 64-80.
9. Pan Feng, Zhiyi Chen, Benjamin Becker, Xiqin Liu, Feng Zhou, Qinghua He, Jiang Qiu, Xu Lei, Hong Chen, Tingyong Feng*. Predisposing Variations in Fear-Related Brain Networks Prospectively Predict Fearful Feelings during the 2019 Coronavirus (COVID-19) Pandemic. Cerebral Cortex. Feb 2022 32(3): 540–553.
8. Wenjing Zhou, Peizhi Li, Xu Lei, Hong Yuan*. Envision A Bright Future to Heal Your Negative Mood: A Trial in China. Cogn Ther Res April 2022 46: 343–357.
7. Ling He, Wenrui Zhao, Yuan Gao, Xiao Gao, Xu Lei*. The Effect of COVID-19 Lockdowns on Sleep Time Perception: Comparing Actigraphy and Sleep Diary Measures. International Journal of Psychophysiology. Sep 2021 167: 86-93.
6. Li He, Dongtao Wei, Fan Yang, ..., Qinghua He, Xu Lei, Tingyong Feng, Hong Chen, Peng Xie, Edmund T. Rolls, Linyan Su, Lingjiang Li, Jiang Qiu*. Functional Connectome Prediction of Anxiety Related to the COVID-19 Pandemic. American Journal of Psychiatry. June 2021 178(6): 530-540.
5. Jingjin Shao*, Hang Yang, Xu Lei, Jiamei Li, Qianhan Zhang. The Shackles of Fear: A Moderated Mediation Model of How Fear of Aging May Increase Older Adults' Vulnerability to Fraud. Clinical Gerontologist. 2021 44:5: 567-576.
4. Xiaoyi Liu, Xuerui Peng, Peng Peng, Lili Li, Xu Lei, Jing Yu*. The age differences of sleep disruption on mood states and memory performance. Aging and Mental Health. 2019 24:1444-1451.
3. Wei Gao, Shengdong Chen, Bharat Biswal, Xu Lei, Jiajin Yuan*. Temporal dynamics of spontaneous default-mode network activity mediate the association between reappraisal and depression. Social Cognitive and Affective Neuroscience. Dec 2018 13(12): 1235-1247.
2. Xiaoxia Wang, Zhengzhi Feng, Daiquan Zhou, Xu Lei, Tongquan Liao, Li Zhang, Bing Ji, Jing Li.Dissociable self effects for emotion regulation: a study of Chinese major depressive outpatients. Biomed Research International. April 2014: 390865.
1. 何令, 高源, 高笑, 雷旭*.新冠疫情期间居民的睡眠规律与身心健康：易感因素与应对策略. 西南大学学报(自然科学版). May 2020 42(05):11-20.

Selected Publications
1. Haien Wang, Ling He, Yuan Gao, Xiao Gao*, Xu Lei*. Effects of Physical Activity and Sleep Quality on Well-being: A Wrist Actigraphy Study During the Pandemic. Applied Psychology: Health and Well-Being. May 2021 13(2): 394-405.
2. Fei Xin, Xu Lei. Competition between frontoparietal control and default networks supports social working memory and empathy. Social Cognitive and Affective Neuroscience. Aug 2015 10(8): 1144-1152. 
3. Yiqi Mi, Xu Lei*. Sleep Loss and Lack of Social Interaction: a summary interview. Brain-Apparatus Communication: A Journal of Bacomics.

Other Publications
7. Haobo Zhang, Dan Xu, Yulin Wang, Xu Lei*. The Relation Between the Power of Prefrontal Gamma in Rest-state EEG Under Normal Sleep and Reactive Aggression Behavior after Sleep Deprivation. Brain Topography. In Press. doi: 10.1007/s10548-022-00921-0.
6. Haobo Zhang, Xu Lei*. Effect of subjective sleep quality on aggression: a two-year longitudinal and fMRI pilot study. Biological Psychology. In Press. doi: 10.1016/j.biopsycho.2022.108454.
5. Huimin Duan, Ya-Jie Wang, Xu Lei*. The effect of sleep deprivation on empathy for pain: An ERP study. Neuropsychologia. Nov 2021 163: 108084.
4. Mingyue Xiao, Ximei Chen, Haijing Yi, Yijun Luo, Qiaoling Yan, Tingyong Feng, Qinghua He, Xu Lei, Jiang Qiu, Hong Chen*. Stronger functional network connectivity and social support buffer against negative affect during the COVID-19 outbreak and after the pandemic peak. Neurobiology of Stress, Nov 2021 15: 100418
3. Mingyue Xiao, Wenfeng Zhu, Jiaming Wei, Xu Lei, Lingxiang Xia*. The relationship among resting-state brain activity and connectivity, agreeableness and displaced aggression: Two possible mediation models. Journal of Affective Disorders. 2019 256: 641-649.
2. Hong Yuan*, Serik Tabarak, Wenxin Su, Yong Liu, Jing Yu, Xu Lei*. Transcranial Direct Current Stimulation of Medial Prefrontal Cortex Affects Judgments of Moral Violations. Frontiers in Psychology - Cognitive Science. Oct 2017 8: 1812.
1. 高源,何令,雷旭,高笑. COVID-19暴发期间居民入睡时间对主观幸福感的影响：有调节的中介模型. 西南大学学报(自然科学版). 2022 44(2): 185-193.

Selected Publications
1. Maite Crespo Garcia, Yulin Wang, Mojun Jiang, Michael Anderson*, Xu Lei*. Anterior Cingulate Cortex Signals the Need to Control Intrusive Thoughts During Motivated Forgetting. Journal of Neuroscience. May 2022 42(21): 4342-4359.
2. 雷旭*, 赵文瑞. 睡眠影响记忆巩固的同步EEG-fMRI研究. 心理科学进展. Mar 2016 24(3): 327-334.

Other Publications
11. Tianliang Yang, Xu Lei*, Michael Anderson. Decreased Inhibitory Control of Negative Information in Directed Forgetting. International Journal of Psychophysiology. Feb 2016 100: 44-51.
10. Tingyong Feng, Pan Feng, Zhencai Chen, Xu Lei. Memory consolidation of fear conditioning: bistable amygdala connectivity with dorsal anterior cingulate and medial prefrontal cortex. Social Cognitive and Affective Neuroscience. Nov 2014 9(11): 1730-1737. 9. Xin Xie, Yang Xu, Rui Wang, Xu Lei, Jing Yu*. Wake after Sleep Onset Time Moderated Age-related Emotional Memory Bias. Experimental Aging Research, 2022 48(4): 362-372.
8. Hong-Zhou Xu, Xiao-Xiao Xu, Xu Lei, Jing Yu*. Age-related alterations of default mode network in autobiographical memory: Recent versus remote events. Neurobiology of Learning and Memory. Jan 2021 177:107341.
7. Sheng-Yin Huan, Kun-Peng Liu, Xu Lei, Jing Yu*. Age-related emotional bias in associative memory consolidation: The role of sleep. Neurobiology of Learning and Memory. 2020 171: 107204.
6. Wenjun Gui, Pengyun Wang, Xu Lei, Tian Lin, Marilyn Horta, Xiaoyi Liu, Jing Yu*. Sleep facilitates consolidation of positive emotional memory in healthy older adults. Memory. 2019 27: 387-396.
5. Wenjun Gui, Huijie Li, Yuhua Guo, Peng Peng, Xu Lei, Jing Yu*. Age-related differences in sleep-based memory consolidation: A meta-analysis. Neuropsychologia. Mar 2017 97: 46-55.
4. 马小斯,姜沫君,雷旭*. 跨视听通道主动遗忘的期待加工与抑制控制过程：来自ERPs的证据. 心理科学. Sep 2020 5: 1042-1048.
3. 王孟颖，雷旭*. 记忆遗忘的电生理机制. 心理学进展. Mar 2017 7(3): 300-311.
2. 贵文君, 雷旭, 袁宏, 高东, 喻婧. 老化对睡眠依赖性记忆巩固的影响. 心理科学进展. Sep 2015 23(9): 1568-1578.
1. 汪玉林, 雷旭. 基于Think/No-think范式的动机性遗忘研究：行为与脑机制. 心理科学. Sep 2015 5: 1058-1066.

Selected Publications
1. Zhiliang Long, Lian Du, Jia Zhao, Shiyang Wu, Qiaoqiao Zheng, Xu Lei. Prediction on treatment improvement in depression with resting state connectivity: A coordinate-based meta-analysis. Journal of Affective Disorders. Nov 2020 276: 62-68.

Other Publications
6. Suchen Yao, Jie Wang, Xu Lei*. Spa Therapy Improves Sleep Quality: Evidence from Questionnaire and Actigraphy. Brain-Apparatus Communication: A Journal of Bacomics. doi: 10.1080/27706710.2022.2149278.
5. Danni Chen, Xu Lei, Lian Du, Zhiliang Long. Use of machine learning in predicting the efficacy of repetitive transcranial magnetic stimulation on treating depression based on functional and structural thalamo-prefrontal connectivity: A pilot study. Journal of Psychiatric Research. April 2022 148: 88-94.
4. Yuan-Yuan Weng, Kun-Peng Liu, Xu Lei, Jing Yu*. Sleep spindle abnormalities related to Alzheimer's disease: a systematic mini-review. Sleep Medicine. Nov 2020 75: 37-44.
3. Jing Sheng, Chao Xie, Dong-qiong Fan, Xu Lei, Jing Yu*. High definition-transcranial direct current stimulation changes older adults' subjective sleep and corresponding resting-state functional connectivity. International Journal of Psychophysiology. July 2018 129: 1-8.
2. Hong Yuan, Serik Tabarak, Jing Yu, Xu Lei. Transcranial direct current stimulation in patients with Alzheimer's disease: Challenges and responses. ADMET & DMPK. Sep 2015 3(3): 235-241.
1. 刘肖依, 高军, 雷旭, 王鹏云, 喻婧*. 老化引起的睡眠片段化及其干预方法. 中国老年学杂志, 2018 38(9): 2258-2263.