[1] Alkoby O., Abu-Rmileh A., Shriki O., & Todder D. (2018). Can we predict who will respond to neurofeedback? A review of the inefficacy problem and existing predictors for successful EEG neurofeedback Learning.Neuroscience, 378, 155-164. [2] Bai L., Ma H., Huang Y. X., & Luo Y. J. (2005). The development of native chinese affective picture system--A pretest in 46 College Students.Chinese Mental Health Journal, 11, 4-7. [白露, 马慧, 黄宇霞, 罗跃嘉. (2005). 中国情绪图片系统的编制——在46名中国大学生中的试用.中国心理卫生杂志, 11, 4-7.] [3] Bao, H. W. S. (2022). BruceR: Broadly useful convenient and efficient R functions. v0.8(version 0.8). https://CRAN.R-project.org/package=bruceR. [4] Barr D. J., Levy R., Scheepers C., & Tily H. J. (2013). Random effects structure for confirmatory hypothesis testing: Keep it maximal.Journal of Memory and Language, 68(3), 255-278. [5] Bates D., Mächler M., Bolker B., & Walker S. (2015). Fitting linear mixed-effects models using lme4.Journal of Statistical Software, 67(1), 1-48. [6] Beck A. T., Steer R. A., Brown G. K. (1996). Beck depression inventory (2nd ed.). The Psychological Corporation. [7] Bernat E. M., Cadwallader M., Seo D., Vizueta N., & Patrick C. J. (2011). Effects of instructed emotion regulation on valence, arousal, and attentional measures of affective processing.Developmental Neuropsychology, 36(4), 493-518. [8] Brainard, D. H., & Vision, S. (1997). The psychophysics toolbox.Spatial vision, 10(4), 433-436. [9] Chang M., Iizuka H., Naruse Y., Ando H., & Maeda T. (2014). Unconscious learning of auditory discrimination using mismatch negativity (MMN) neurofeedback.Scientific Reports, 4, 6729. [10] Cheng S., Qiu X., Mo L., Li S., Xu F., & Zhang D. (2024). Asynchronous involvement of VLPFC and DLPFC during negative emotion processing: An online transcranial magnetic stimulation study.Neuroscience, 551, 237-245. [11] Colagiuri B., Schenk L. A., Kessler M. D., Dorsey S. G., & Colloca L. (2015). The placebo effect: From concepts to genes.Neuroscience, 307, 171-190. [12] Delorme, A., & Makeig, S. (2004). EEGLAB: An open source toolbox for analysis of single-trial EEG dynamics including independent component analysis.Journal of Neuroscience Methods, 134(1), 9-21. [13] Eschmann K. C. J., Bader R., & Mecklinger A. (2020). Improving episodic memory: Frontal-midline theta neurofeedback training increases source memory performance.Neuroimage, 222, 117219. [14] Eschmann, K. C. J., & Mecklinger, A. (2022). Improving cognitive control: Is theta neurofeedback training associated with proactive rather than reactive control enhancement.Psychophysiology, 59(5), e13873. [15] Fernandez-Duque M., Hayakawa S., & Marian V. (2023). Speakers of different languages remember visual scenes differently.Science Advances, 9(33), e0064. [16] Gao K., Zhang Y., Li S., Yuan J., Li H., & Zhang D. (2023). Ventromedial prefrontal cortex plays a critical role on implicit emotion regulation: A tDCS study.Acta Psychologica Sinica, 55(2), 210-223. [高可翔, 张岳瑶, 李思瑾, 袁加锦, 李红, 张丹丹. (2023). 腹内侧前额叶在内隐认知重评中的因果作用.心理学报, 55(2), 210-223.] [17] Gross, J. J., & John, O. P. (2003). Individual differences in two emotion regulation processes: Implications for affect, relationships, and well-being.Journal of Personality and Social Psychology, 85(2), 348-362. [18] Haugg A., Sladky R., Skouras S., McDonald A., Craddock C., Kirschner M., .. Scharnowski F. (2020). Can we predict real-time fMRI neurofeedback learning success from pretraining brain activity? Human Brain Mapping, 41(14), 3839-3854. [19] He Z., Li S., Mo L., Zheng Z., Li Y., Li H., & Zhang D. (2023). The VLPFC-engaged voluntary emotion regulation: Combined TMS-fMRI evidence for the neural circuit of cognitive reappraisal.The Journal of Neuroscience, 43(34), 6046-6060. [20] Hellrung L., Kirschner M., Sulzer J., Sladky R., Scharnowski F., Herdener M., & Tobler P. N. (2022). Analysis of individual differences in neurofeedback training illuminates successful self-regulation of the dopaminergic midbrain.Communications Biology, 5(1), 845. [21] Herwig U., Lutz J., Scherpiet S., Scheerer H., Kohlberg J., Opialla S., .. Brühl A. B. (2019). Training emotion regulation through real-time fMRI neurofeedback of amygdala activity.Neuroimage, 184, 687-696. [22] Kadosh, K. C., & Staunton, G. (2019). A systematic review of the psychological factors that influence neurofeedback learning outcomes.Neuroimage, 185, 545-555. [23] Keller M., Zweerings J., Klasen M., Zvyagintsev M., Iglesias J., Mendoza Quiñones R., & Mathiak K. (2021). fMRI neurofeedback-enhanced cognitive reappraisal training in depression: A double-blind comparison of left and right vlpfc regulation.Frontiers in Psychiatry, 12, 715898. [24] Keynan J. N., Cohen A., Jackont G., Green N., Goldway N., Davidov A., .. Hendler T. (2019). Electrical fingerprint of the amygdala guides neurofeedback training for stress resilience.Nature Human Behaviour, 3(1), 63-73. [25] Keynan J. N., Meir-Hasson Y., Gilam G., Cohen A., Jackont G., Kinreich S., .. Hendler T. (2016). Limbic activity modulation guided by functional magnetic resonance imaging-inspired electroencephalography improves implicit emotion regulation.Biol Psychiatry, 80(6), 490-496. [26] Krause F., Linden D. E. J., & Hermans E. J. (2024). Getting stress-related disorders under control: The untapped potential of neurofeedback.Trends in Neurosciences, 47(10), 766-776. [27] Kuznetsova A., Brockhoff P. B., & Christensen, R. H. B. (2017). lmertest package: Tests in linear mixed effects models.Journal of Statistical Software, 82(13), 1-26. [28] Lang P. J., Bradley M. M., & Cuthbert B. N. (1997). International affective picture system (IAPS): Technical manual and affective ratings.NIMH Center for the Study of Emotion and Attention, 1(39-58), 3. [29] Li S., Cao X., Li Y., Tang Y., Cheng S., & Zhang D. (2024). Enhancing ventrolateral prefrontal cortex activation mitigates social pain and modifies subsequent social attitudes: Insights from TMS and fMRI.Neuroimage, 292, 120620. [30] Li S., Chen J., Gao K., Xu F., & Zhang D. (2023). Excitatory brain stimulation over the left dorsolateral prefrontal cortex enhances voluntary distraction in depressed patients.Psychological Medicine, 53(14), 6646-6655. [31] Li S., Xie H., Zheng Z., Chen W., Xu F., Hu X., & Zhang D. (2022). The causal role of the bilateral ventrolateral prefrontal cortices on emotion regulation of social feedback.Human Brain Mapping, 43(9), 2898-2910. [32] Li Y., Li S., Li H., Tang Y., & Zhang D. (2025a). fNIRS neurofeedback facilitates emotion regulation: Exploring individual differences over the ventrolateral prefrontal cortex.Neuroimage, 308, 121079. [33] Li Y., Li S., Tang Y., Hao S., & Zhang D. (2025b). Causal evidence for the role of prefrontal theta oscillations in emotion regulation using neurofeedback training.Neuroimage, 320, 121457. [34] Lubianiker N., Paret C., Dayan P., & Hendler T. (2022). Neurofeedback through the lens of reinforcement learning.Trends in Neurosciences, 45(8), 579-593. [35] McRae, K., & Gross, J. J. (2020). Emotion regulation.Emotion, 20(1), 1-9. [36] Mo L., Guo T., Zhang Y., Xu F., & Zhang D. (2021). The role of ventrolateral prefrontal cortex on emotional regulation of social pain in depressed patients: A TMS study.Acta Psychologica Sinica, 53(5), 494-504. [莫李澄, 郭田友, 张岳瑶, 徐锋, 张丹丹. (2021). 激活右腹外侧前额叶提高抑郁症患者对社会疼痛的情绪调节能力: 一项TMS研究.心理学报, 53(5), 494-504.] [37] Mo L., Li S., Cheng S., Li Y., Xu F., & Zhang D. (2023). Emotion regulation of social pain: Double dissociation of lateral prefrontal cortices supporting reappraisal and distraction.Social Cognitive and Affective Neuroscience, 18(1), 43. [38] Morawetz C., Hemetsberger F. J., Laird A. R., & Kohn N. (2025). Emotion regulation: From neural circuits to a transdiagnostic perspective.Neuroscience & Biobehavioral Reviews, 168, 105960. [39] Moser J. S., Hartwig R., Moran T. P., Jendrusina A. A., & Kross E. (2014). Neural markers of positive reappraisal and their associations with trait reappraisal and worry.Journal of Abnormal Psychology, 123(1), 91-105. [40] Ochsner K. N., Silvers J. A., & Buhle J. T. (2012). Functional imaging studies of emotion regulation: A synthetic review and evolving model of the cognitive control of emotion.Annals of the New York Academy of Sciences, 1251, E1-E24. [41] Olofsson J. K., Nordin S., Sequeira H., & Polich J. (2008). Affective picture processing: An integrative review of ERP findings.Biological Psychology, 77(3), 247-265. [42] Paret C., Kluetsch R., Zaehringer J., Ruf M., Demirakca T., Bohus, .. Schmahl C. (2016). Alterations of amygdala- prefrontal connectivity with real-time fMRI neurofeedback in BPD patients.Social Cognitive and Affective Neuroscience, 11(6), 952-960. [43] Pei G., Yang R., Shi Z., Guo G., Wang S., Liu M., .. Yan T. (2020). Enhancing working memory based on mismatch negativity neurofeedback in subjective cognitive decline patients: A preliminary study.Frontiers in Aging Neuroscience, 12, 263. [44] Preece D. A., Mehta A., Petrova K., Sikka P., Bjureberg J., Becerra R., & Gross J. J. (2023). Alexithymia and emotion regulation.Journal of Affective Disorders, 324, 232-238. [45] Ramot M., Kimmich S., Gonzalez-Castillo J., Roopchansingh V., Popal H., White E., .. Martin A. (2017). Direct modulation of aberrant brain network connectivity through real-time neurofeedback.eLife, 6, e28974. [46] Rieger K., Rarra M. H., Diaz Hernandez L., Hubl D., & Koenig T. (2018). Neurofeedback-based enhancement of single-trial auditory evoked potentials: Treatment of auditory verbal hallucinations in schizophrenia.Clinical EEG and Neuroscience, 49(6), 367-378. [47] Sepulveda P., Sitaram R., Rana M., Montalba C., Tejos C., & Ruiz S. (2016). How feedback, motor imagery, and reward influence brain self-regulation using real-time fMRI.Human Brain Mapping, 37(9), 3153-3171. [48] Shafir R., Schwartz N., Blechert J., & Sheppes G. (2015). Emotional intensity influences pre-implementation and implementation of distraction and reappraisal.Social Cognitive and Affective Neuroscience, 10(10), 1329-1337. [49] Sheppes G., Scheibe S., Suri G., Radu P., Blechert J., & Gross J. J. (2014). Emotion regulation choice: A conceptual framework and supporting evidence.Journal of Experimental Psychology: General, 143(1), 163-181. [50] Sitaram R., Sanchez-Corzo A., Vargas G., Cortese A., El- Deredy W., Jackson A., & Fetz E. (2024). Mechanisms of brain self-regulation: Psychological factors, mechanistic models and neural substrates.Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences, 379(1915), 20230093. [51] Spielberger C. D., Gonzalez-Reigosa F., Martinez-Urrutia A., Natalicio L. F., & Natalicio D. S. (1971). The state-trait anxiety inventory.Revista Interamericana de Psicologia/ Interamerican Journal of Psychology, 5, 3-4. [52] Springstein, T., & English, T. (2024). Distinguishing emotion regulation success in daily life from maladaptive regulation and dysregulation.Personality and Social Psychology Review, 28(2), 209-224. [53] Stultz D. J., Osburn S., Burns T., Pawlowska-Wajswol S., & Walton R. (2020). Transcranial magnetic stimulation (TMS) safety with respect to seizures: A literature review.Neuropsychiatric Disease and Treatment, 16, 2989-3000. [54] Tang Y., Mo L., Peng Z., Li Y., & Zhang D. (2025). Causal enhancement of cognitive reappraisal through synchronized dorsolateral and ventrolateral prefrontal cortex activity.Emotion, 25(6), 1418-1428. [55] Velotti P., Bruno S., Rogier G., Beomonte Zobel S., Vacchino M., Garofalo C., & Kosson D. S. (2024). Psychopathy and impairments in emotion regulation: A systematic review and Meta-analysis.Clinical Psychology Review, 113, 102482. [56] Wu Y. J., Hou X., Peng C., Yu W., Oppenheim G. M., Thierry G., & Zhang D. (2022). Rapid learning of a phonemic discrimination in the first hours of life.Nature Human Behaviour, 6(8), 1169-1179. [57] Young K. D., Siegle G. J., Zotev V., Phillips R., Misaki M., Yuan H., Drevets W. C., & Bodurka J. (2017). Randomized clinical trial of real-time fMRI amygdala neurofeedback for major depressive disorder: Effects on symptoms and autobiographical memory recall.The American Journal of Psychiatry, 174(8), 748-755. [58] Yu L., Long Q., Tang Y., Yin S., Chen Z., Zhu C., & Chen A. (2021). Improving emotion regulation through real-time neurofeedback training on the right dorsolateral prefrontal cortex: Evidence from behavioral and brain network analyses.Frontiers in Human Neuroscience, 15, 620342. [59] Yuan J., Long Q., Ding N., Lou Y., Liu Y., & Yang J. (2015). Suppression dampens unpleasant emotion faster than reappraisal: Neural dynamics in a Chinese sample.Science China. Life sciences, 58(5), 480-491. [60] Yuan J., Zhang Y., Zhao Y., Gao K., Tan S., & Zhang D. (2023). The emotion-regulation benefits of implicit reappraisal in clinical depression: Behavioral and electrophysiological evidence.Neuroscience Bulletin, 39(6), 973-983. [61] Zhang D., Liu Z., Chen Y., & Mai X. (2019). The role of right ventrolateral prefrontal cortex on social emotional regulation in subclinical depression: An tDCS study.Acta Psychologica Sinica, 51(2), 207-215. [张丹丹, 刘珍莉, 陈钰, 买晓琴. (2019). 右腹外侧前额叶对高抑郁水平成年人社会情绪调节的作用: 一项tDCS研究.心理学报, 51(2), 207-215.] [62] Zhang J. X., Bo K., Wager T. D., & Gross J. J. (2025). The brain bases of emotion generation and emotion regulation.Trends in Cognitive Sciences, 29(10), 879-891. [63] Zhang Y., Li S., Gao K., Li Y., Yuan J., & Zhang D. (2023). Implicit, but not explicit, emotion regulation relieves unpleasant neural responses evoked by high-intensity negative images.Neuroscience Bulletin, 39(8), 1278-1288. [64] Zhao J., Mo L., Bi R., He Z., Chen Y., Xu F., Xie H., & Zhang D. (2021). The VLPFC versus the DLPFC in downregulating social pain using reappraisal and distraction strategies.The Journal of Neuroscience, 41(6), 1331-1339. [65] Zhou W., Nan W., Xiong K., & Ku Y. (2024). Alpha neurofeedback training improves visual working memory in healthy individuals.NPJ Science of Learning, 9(1), 32. |