Aydın S (2022) Cross-validated adaboost classification of emotion regulation strategies identified by spectral coherence in resting-state. Neuroinformatics 20(3):627–639. https://doi.org/10.1007/s12021-021-09542-7

Article  PubMed  Google Scholar 

Aydın S (2023) Investigation of global brain dynamics depending on emotion regulation strategies indicated by graph theoretical brain network measures at system level. Cogn Neurodyn 17(2):331–344. https://doi.org/10.1007/s11571-022-09843-w

Article  PubMed  Google Scholar 

Baehr E, Rosenfeld JP, Baehr eR (1997) The clinical use of an alpha asymmetry protocol in the neurofeedback treatment of depression: two case studies. J Neurother 2(3):10–23. https://doi.org/10.1300/J184v02n03_02

Article  Google Scholar 

Bell AJ, Sejnowski TJ (1995) An information-maximization approach to blind separation and blind deconvolution. Neural Comput 7(6):1129–1159. https://doi.org/10.1162/neco.1995.7.6.1129

Article  CAS  PubMed  Google Scholar 

Bernat E, Bunce S, Shevrin H (2001) Event-related brain potentials differentiate positive and negative mood adjectives during both supraliminal and subliminal visual processing. Int J Psychophysiol 42(1):11–34. https://doi.org/10.1016/s0167-8760(01)00133-7

Article  CAS  PubMed  Google Scholar 

Binder JR, Desai RH, Graves WW, Conant LL (2009) Where is the semantic system? A critical review and meta-analysis of 120 functional neuroimaging studies. Cereb Cortex 19(12):2767–2796. https://doi.org/10.1093/cercor/bhp055

Article  PubMed  PubMed Central  Google Scholar 

Boucher O, D’Hondt F, Tremblay J, Lepore F, Lassonde M, Vannasing P, Bouthillier A, Nguyen DK (2015) Spatiotemporal dynamics of affective picture processing revealed by intracranial high-gamma modulations. Hum Brain Mapp 36(1):16–28. https://doi.org/10.1002/hbm.22609

Article  PubMed  Google Scholar 

Bu J, Young KD, Hong W, Ma R, Song H, Wang Y, Zhang W, Hampson M, Hendler T, Zhang X (2019) Effect of deactivation of activity patterns related to smoking cue reactivity on nicotine addiction. Brain 142(6):1827–1841. https://doi.org/10.1093/brain/awz114

Article  PubMed  Google Scholar 

Cecchin T, Ranta R, Koessler L, Caspary O, Vespignani H, Maillard L (2010) Seizure lateralization in scalp EEG using Hjorth parameters. Clin Neurophysiol 121(3):290–300. https://doi.org/10.1016/j.clinph.2009.10.033

Article  CAS  PubMed  Google Scholar 

Chai W, Zhang P, Zhang X, Wu J, Chen C, Li F, Xie X, Shi G, Liang J, Zhu C, Dong M (2024) Feasibility study of functional near-infrared spectroscopy in the ventral visual pathway for real-life applications. Neurophotonics 11(1):015002. https://doi.org/10.1117/1.NPh.11.1.015002

Article  PubMed  PubMed Central  Google Scholar 

Cheon EJ, Koo BH, Choi JH (2016) The efficacy of neurofeedback in patients with major depressive disorder: an open labeled prospective study. Appl Psychophysiol Biofeedback 41(1):103–110. https://doi.org/10.1007/s10484-015-9315-8

Article  PubMed  Google Scholar 

Combrisson E, Jerbi K (2015) Exceeding chance level by chance: the caveat of theoretical chance levels in brain signal classification and statistical assessment of decoding accuracy. J Neurosci Methods 250:126–136. https://doi.org/10.1016/j.jneumeth.2015.01.010

Article  PubMed  Google Scholar 

Ding R, Li P, Wang W, Luo W (2017) Emotion processing by ERP combined with development and plasticity. Neural Plast 2017:5282670. https://doi.org/10.1155/2017/5282670

Article  PubMed  PubMed Central  Google Scholar 

Donofry SD, Roecklein KA, Wildes JE, Miller MA, Erickson KI (2016) Alterations in emotion generation and regulation neurocircuitry in depression and eating disorders: a comparative review of structural and functional neuroimaging studies. Neurosci Biobehav Rev 68:911–927. https://doi.org/10.1016/j.neubiorev.2016.07.011

Article  PubMed  Google Scholar 

Dörfel D, Lamke JP, Hummel F, Wagner U, Erk S, Walter H (2014) Common and differential neural networks of emotion regulation by detachment, reinterpretation, distraction, and expressive suppression: a comparative fMRI investigation. NeuroImage 101:298–309. https://doi.org/10.1016/j.neuroimage.2014.06.051

Article  PubMed  Google Scholar 

Forkmann T, Scherer A, Pawelzik M, Mainz V, Drueke B, Boecker M, Gauggel S (2014) Does cognitive behavior therapy alter emotion regulation in inpatients with a depressive disorder? Psychol Res Behav Manag 7:147–153. https://doi.org/10.2147/prbm.S59421

Article  PubMed  PubMed Central  Google Scholar 

Gan S, Yang J, Chen X, Yang Y (2015) The electrocortical modulation effects of different emotion regulation strategies. Cogn Neurodyn 9(4):399–410. https://doi.org/10.1007/s11571-015-9339-z

Article  PubMed  PubMed Central  Google Scholar 

Gao Q, Wang C-h, Wang Z, Song X-l, Dong E-z, Song Y (2020) EEG based emotion recognition using fusion feature extraction method. Multimed Tools Appl 79(37):27057–27074. https://doi.org/10.1007/s11042-020-09354-y

Article  Google Scholar 

Goldin PR, McRae K, Ramel W, Gross JJ (2008) The neural bases of emotion regulation: reappraisal and suppression of negative emotion. Biol Psychiatry 63(6):577–586. https://doi.org/10.1016/j.biopsych.2007.05.031

Article  PubMed  Google Scholar 

Goyal M, Singh M, Singh M (2015) Classification of emotions based on ERP feature extraction. in 2015 1st International Conference on Next Generation Computing Technologies (NGCT)

Gross JJ (2002) Emotion regulation: affective, cognitive, and social consequences. Psychophysiology 39(3):281–291. https://doi.org/10.1017/s0048577201393198

Article  PubMed  Google Scholar 

Gross JJ (2015) Emotion regulation: current status and future prospects. Psychol Inq 26(1):1–26. https://doi.org/10.1080/1047840X.2014.940781

Article  Google Scholar 

Gross JJ, Jazaieri H (2014) Emotion, emotion regulation, and psychopathology: an affective science perspective. Clin Psychol Sci 2(4):387–401. https://doi.org/10.1177/2167702614536164

Article  Google Scholar 

Hellrung L, Dietrich A, Hollmann M, Pleger B, Kalberlah C, Roggenhofer E, Villringer A, Horstmann A (2018) Intermittent compared to continuous real-time fMRI neurofeedback boosts control over amygdala activation. NeuroImage 166:198–208. https://doi.org/10.1016/j.neuroimage.2017.10.031

Article  PubMed  Google Scholar 

Huang W, Wu W, Lucas MV, Huang H, Wen Z, Li Y (2021) Neurofeedback training with an electroencephalogram-based brain-computer interface enhances emotion regulation. IEEE Trans Affect Comput 1–15. https://doi.org/10.1109/TAFFC.2021.3134183

Jackson RL (2021) The neural correlates of semantic control revisited. NeuroImage 224:117444. https://doi.org/10.1016/j.neuroimage.2020.117444

Article  PubMed  Google Scholar 

Jafari M, Shoeibi A, Khodatars M, Bagherzadeh S, Shalbaf A, García DL, Gorriz JM, Acharya UR (2023) Emotion recognition in EEG signals using deep learning methods: a review. Comput Biol Med 165:107450. https://doi.org/10.1016/j.compbiomed.2023.107450

Article  PubMed  Google Scholar 

Joshi VM, Ghongade RB (2021) EEG based emotion detection using fourth order spectral moment and deep learning. Biomed Signal Process Control 68:102755. https://doi.org/10.1016/j.bspc.2021.102755

Article  Google Scholar 

Kanske P, Heissler J, Schönfelder S, Bongers A, Wessa M (2011) How to regulate emotion? Neural networks for reappraisal and distraction. Cereb Cortex 21(6):1379–1388. https://doi.org/10.1093/cercor/bhq216

Article  PubMed  Google Scholar 

Kortelainen J, Väyrynen E, Seppänen T (2015) High-frequency electroencephalographic activity in left temporal area is associated with pleasant emotion induced by video clips. Comput Intell Neurosci 2015:762769. https://doi.org/10.1155/2015/762769

Li X, Song D, Zhang P, Zhang Y, Hou Y, Hu B (2018) Exploring EEG features in cross-subject emotion recognition. Front Neurosci 12:162. https://doi.org/10.3389/fnins.2018.00162

Article  PubMed  PubMed Central  Google Scholar 

Li L, Li Y, Li Z, Huang G, Liang Z, Zhang L, Wan F, Shen M, Han X, Zhang Z (2023) Multimodal and hemispheric graph-theoretical brain network predictors of learning efficacy for frontal alpha asymmetry neurofeedback. Cogn Neurodyn. https://doi.org/10.1007/s11571-023-09939-x

Article  PubMed  PubMed Central  Google Scholar 

Lin YP, Wang CH, Jung TP, Wu TL, Jeng SK, Duann JR, Chen JH (2010) EEG-based emotion recognition in music listening. IEEE Trans Biomed Eng 57(7):1798–1806. https://doi.org/10.1109/tbme.2010.2048568

Article  PubMed  Google Scholar