EEG-neurofeedback for optimising performance. III: A review of methodological and theoretical considerations
Abstract
In continuing this three-part review on validation of EEG-neurofeedback for optimal performance evidence is first provided for feedback influences on the CNS, the integration of EEG with fMRI methodology as well as anatomical correlates. Then whereas Parts I and II reviewed the considerable behavioural outcome gains and evidence for their feedback causation, part III lays bare the not inconsiderable methodological and theoretical conundrums. Cardinal assumptions amongst practitioners about specificity of topography, behavioural outcome and frequency bands are critically examined. The hitherto mostly neglected nature of feedback learning is reviewed including evidence of within- and between-session and successive baseline learning; the enduring impact on the tonic EEG; implications for experimental design, individual differences and the trainer-participant interface; distinguishing between the learning and mastery of self-regulation; connectivity, ratio, unidirectional and multimodal feedback protocols. A thorough grounding in human neuroscience plus interpersonal skills are considered prerequisites for scientific advancement and ethically sound practice.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
No explicit strategies or instructions were given because implicit strategies have been shown to produce better outcomes.
“Notably, no explicit strategies or instructions were given as, with few exceptions [204], implicit strategies have been shown to produce better outcomes [205–210].”
Cites
Dissociable intrinsic connectivity networks for salience processing and executive control
Seeley, W. W., Menon, V., Schatzberg, A. F., Keller, J., Glover, G. H., Kenna, H., Reiss, A. L., & Greicius, M. D. (2007) · The Journal of Neuroscience · doi:10.1523/jneurosci.5587-06.2007 · Cited by 7,426 · see citing works
EEG alpha and theta oscillations reflect cognitive and memory performance: a review and analysis
Klimesch, W. (1999) · Brain Research Reviews · doi:10.1016/s0165-0173(98)00056-3 · Cited by 6,889 · see citing works
The brainweb: phase synchronization and large-scale integration
Varela, F., Lachaux, J.-P., Rodriguez, E., & Martinerie, J. (2001) · Nature Reviews Neuroscience · doi:10.1038/35067550 · Cited by 4,761 · see citing works
EEG alpha oscillations: The inhibition–timing hypothesis
Klimesch, W., Sauseng, P., & Hanslmayr, S. (2006) · Brain Research Reviews · doi:10.1016/j.brainresrev.2006.06.003 · Cited by 3,890 · see citing works
Shaping Functional Architecture by Oscillatory Alpha Activity: Gating by Inhibition
Jensen, O., & Mazaheri, A. (2010) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2010.00186 · Cited by 3,237 · see citing works
Beta-band oscillations—Signalling the status quo?
Engel, A. K., & Fries, P. (2010) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2010.02.015 · Cited by 2,953 · see citing works
Wandering minds: the default network and stimulus-independent thought
Mason, M. F., Norton, M. I., Van Horn, J. D., Wegner, D. M., Grafton, S. T., & Macrae, C. N. (2007) · Science · doi:10.1126/science.1131295 · Cited by 2,792 · see citing works
Modulation of Oscillatory Neuronal Synchronization by Selective Visual Attention
Fries, P., Reynolds, J. H., Rorie, A. E., & Desimone, R. (2001) · Science · doi:10.1126/science.1055465 · Cited by 2,786 · see citing works
Electrophysiological signatures of resting state networks in the human brain
Mantini, D., Perrucci, M. G., Del Gratta, C., Romani, G. L., & Corbetta, M. (2007) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0700668104 · Cited by 1,938 · see citing works
Transcranial magnetic stimulation: a primer.
Hallett, M. (2007) · Neuron · doi:10.1016/j.neuron.2007.06.026 · Cited by 1,886 · see citing works
A History of Experimental Psychology
Ruckmick, C. A., & Boring, E. G. (1930) · The American Journal of Psychology · doi:10.2307/1414897 · Cited by 1,814 · see citing works
Christoff, K., Gordon, A. M., Smallwood, J., Smith, R., & Schooler, J. W. (2009) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0900234106 · Cited by 1,769 · see citing works
Plasticity in the human central nervous system
Cooke, S. F. (2006) · Brain · doi:10.1093/brain/awl082 · Cited by 1,195 · see citing works
Frontal midline EEG dynamics during working memory
Onton, J., Arnaud Delorme, A., & Makeig, S. (2005) · NeuroImage · doi:10.1016/j.neuroimage.2005.04.014 · Cited by 846 · see citing works
EEG-alpha rhythms and memory processes
Klimesch, W. (1997) · International Journal of Psychophysiology · doi:10.1016/s0167-8760(97)00773-3 · Cited by 733 · see citing works
A meta-analytic review of the distribution of practice effect: Now you see it, now you don’t
Donovan, J. J., & Radosevich, D. J. (1999) · Journal of Applied Psychology · doi:10.1037/0021-9010.84.5.795 · Cited by 696 · see citing works
Prestimulus oscillations predict visual perception performance between and within subjects
Hanslmayr, S., Aslan, A., Staudigl, T., Klimesch, W., Herrmann, C. S., & Bäuml, K. T. (2007) · NeuroImage · doi:10.1016/j.neuroimage.2007.07.011 · Cited by 689 · see citing works
New insights into the relationship between dopamine, beta oscillations and motor function
Jenkinson, N., & Brown, P. (2011) · Trends in Neurosciences · doi:10.1016/j.tins.2011.09.003 · Cited by 659 · see citing works
Theta lingua franca: A common mid‐frontal substrate for action monitoring processes
Cavanagh, J. F., Zambrano‐Vazquez, L., & Allen, J. J. B. (2012) · Psychophysiology · doi:10.1111/j.1469-8986.2011.01293.x · Cited by 651 · see citing works
Gruzelier, J. H. (2013) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2013.09.015 · Cited by 596 · see citing works
Self-citationHistory of Experimental Psychology.
Benson, C. E., & Boring, E. C. (1930) · Journal of Educational Sociology · doi:10.2307/2961231 · Cited by 580 · see citing works
Interpreting EEG alpha activity
Bazanova, O. M., & Vernon, D. J. (2013) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2013.05.007 · Cited by 577 · see citing works
Measurement of Activation through Self-Report
Thayer, R. E. (1967) · Psychological Reports · doi:10.2466/pr0.1967.20.2.663 · Cited by 567 · see citing works
Frontal-midline theta from the perspective of hippocampal “theta”
Mitchell, D. J., McNaughton, N., Flanagan, D., & Kirk, I. J. (2008) · Progress in Neurobiology · doi:10.1016/j.pneurobio.2008.09.005 · Cited by 549 · see citing works
Neurofeedback training of the upper alpha frequency band in EEG improves cognitive performance
Zoefel, B., Huster, R. J., & Herrmann, C. S. (2010) · NeuroImage · doi:10.1016/j.neuroimage.2010.08.078 · Cited by 498 · see citing works
The psychological significance of the concept of "arousal" or "activation."
Duffy, E. A. (1957) · Psychological Review · doi:10.1037/h0048837 · Cited by 493 · see citing works
The effect of training distinct neurofeedback protocols on aspects of cognitive performance
Vernon, D. J., Egner, T., Cooper, N., Compton, T., Neilands, C., Sheri, A., & Gruzelier, J. H. (2003) · International Journal of Psychophysiology · doi:10.1016/s0167-8760(02)00091-0 · Cited by 474 · see citing works
Self-citationFrontal theta links prediction errors to behavioral adaptation in reinforcement learning
Cavanagh, J. F., Frank, M. J., Klein, T. J., & Allen, J. J. B. (2009) · NeuroImage · doi:10.1016/j.neuroimage.2009.11.080 · Cited by 473 · see citing works
Egner, T., & Gruzelier, J. H. (2003) · Clinical Neurophysiology · doi:10.1016/s1388-2457(03)00353-5 · Cited by 456 · see citing works
Self-citationIs neurofeedback an efficacious treatment for ADHD? A randomised controlled clinical trial.
Gevensleben, H., Holl, B., Albrecht, B., Vogel, C., Schlamp, D., Kratz, O., Studer, P., Rothenberger, A., Moll, G., & Heinrich, H. (2009) · Journal of Child Psychology and Psychiatry and Allied Disciplines · doi:10.1111/j.1469-7610.2008.02033.x · Cited by 442 · see citing works
Real-Time Self-Regulation of Emotion Networks in Patients with Depression
Linden, D. E. J., Isabelle, H., Johnston, S. J., Linden, S. C., Ranjit, T., Subramanian, L., Sorger, B., Healy, D., & Goebel, R. (2012) · PLoS ONE · doi:10.1371/journal.pone.0038115 · Cited by 438 · see citing works
Hanslmayr, S., Sauseng, P., Doppelmayr, M. M., Schabus, M., & Klimesch, W. (2005) · Applied Psychophysiology and Biofeedback · doi:10.1007/s10484-005-2169-8 · Cited by 421 · see citing works
Evaluation of neurofeedback in ADHD: The long and winding road
Arns, M., Heinrich, H., & Strehl, U. (2014) · Biological Psychology · doi:10.1016/j.biopsycho.2013.11.013 · Cited by 404 · see citing works
Ritter, P., Moosmann, M., & Villringer, A. (2009) · Human Brain Mapping · doi:10.1002/hbm.20585 · Cited by 400 · see citing works
State of the art: Physiology of transcranial motor cortex stimulation
Lazzaro, V. D., Ziemann, U., & LEMON, R. N. (2008) · Brain stimulation · doi:10.1016/j.brs.2008.07.004 · Cited by 360 · see citing works
Haenschel, C., Baldeweg, T., Croft, R. J., Whittington, M. A., & Gruzelier, J. H. (2000) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.120162397 · Cited by 355 · see citing works
Self-citationTallon‐Baudry, C., Bertrand, O., Hénaff, M., Isnard, J., & Fischer, C. (2004) · Cerebral Cortex · doi:10.1093/cercor/bhh167 · Cited by 348 · see citing works
Angelakis, E., Stathopoulou, S., Frymiare, J. L., Green, D. L., Lubar, J. F., & Kounios, J. (2006) · The Clinical Neuropsychologist · doi:10.1080/13854040600744839 · Cited by 333 · see citing works
Self-Regulation of Amygdala Activation Using Real-Time fMRI Neurofeedback
Zotev, V. S., Krüeger, F., Phillips, R., Alvarez, R. P., Simmons, W. K., Bellgowan, P. S. F., Drevets, W. C., & Bodurka, J. (2011) · PLoS ONE · doi:10.1371/journal.pone.0024522 · Cited by 323 · see citing works
Moore, A., Gruber, T., Derose, J., & Malinowski, P. (2012) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2012.00018 · Cited by 317 · see citing works
Psychological phenomena and the electroencephalogram
Lindsley, D. B. (1952) · Electroencephalography and Clinical Neurophysiology · doi:10.1016/0013-4694(52)90075-8 · Cited by 315 · see citing works
Strehl, U., Leins, U., Goth, G., Klinger, C., Hinterberger, T., & Birbaumer, N. (2006) · PEDIATRICS · doi:10.1542/peds.2005-2478 · Cited by 315 · see citing works
Sterman, M. B. (1996) · Applied Psychophysiology and Biofeedback · doi:10.1007/bf02214147 · Cited by 303 · see citing works
Egner, T., & Gruzelier, J. H. (2001) · Neuroreport · doi:10.1097/00001756-200112210-00058 · Cited by 300 · see citing works
Self-citationBOLD correlates of EEG alpha phase-locking and the fMRI default mode network
Jann, K., Dierks, T., Boesch, C., Kottlow, M., Strik, W., & Koenig, T. (2009) · NeuroImage · doi:10.1016/j.neuroimage.2009.01.001 · Cited by 286 · see citing works
The relation of brain oscillations to attentional networks
Fan, J., Byrne, J., Worden, M. S., Guise, K. G., McCandliss, B. D., Fossella, J., & Posner, M. I. (2007) · Journal of Neuroscience · doi:10.1523/jneurosci.1833-07.2007 · Cited by 286 · see citing works
EEG theta waves and psychological phenomena: A review and analysis
Schacter, D. L. (1977) · Biological Psychology · doi:10.1016/0301-0511(77)90028-x · Cited by 272 · see citing works
Neurofeedback for Children with ADHD: A Comparison of SCP and Theta/Beta Protocols
Leins, U., Goth, G., Hinterberger, T., Klinger, C., Rumpf, N., & Strehl, U. (2007) · Applied Psychophysiology and Biofeedback · doi:10.1007/s10484-007-9031-0 · Cited by 265 · see citing works
The neurophysics of consciousness
John, E. R. (2002) · Brain Research Reviews · doi:10.1016/s0165-0173(02)00142-x · Cited by 262 · see citing works
Gruzelier, J. H. (2008) · Cognitive Processing · doi:10.1007/s10339-008-0248-5 · Cited by 255 · see citing works
Self-citationRos, T., Théberge, J., Frewen, P., Kluetsch, R. C., Densmore, M., Calhoun, V. D., & Lanius, R. A. (2012) · NeuroImage · doi:10.1016/j.neuroimage.2012.09.046 · Cited by 251 · see citing works
Neurofeedback and Basic Learning Theory: Implications for Research and Practice
Sherlin, L. H., Arns, M., Lubar, J., Heinrich, H., Kerson, C., Strehl, U., & Sterman, M. B. (2011) · Journal of Neurotherapy · doi:10.1080/10874208.2011.623089 · Cited by 248 · see citing works
Neurofeedback training improves attention and working memory performance
Wang, J.-R., & Hsieh, S. (2013) · Clinical Neurophysiology · doi:10.1016/j.clinph.2013.05.020 · Cited by 245 · see citing works
Ecological validity of neurofeedback: modulation of slow wave EEG enhances musical performance.
(2003) · PubMed · doi:10.1097/01.wnr.0000081875.45938.d1 · Cited by 236 · see citing works
Self-citationConscious control of brain waves
Kamiya, J. (1968) · PsycEXTRA Dataset · doi:10.1037/e400092009-006 · Cited by 235 · see citing works
Piffer, D. (2012) · Thinking Skills and Creativity · doi:10.1016/j.tsc.2012.04.009 · Cited by 228 · see citing works
Learned regulation of brain metabolism
Birbaumer, N., Ruíz, S., & Sitaram, R. (2013) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2013.04.009 · Cited by 227 · see citing works
Self-regulation of human brain activity using simultaneous real-time fMRI and EEG neurofeedback
Zotev, V. S., Phillips, R., Yuan, H., Misaki, M., & Bodurka, J. (2013) · NeuroImage · doi:10.1016/j.neuroimage.2013.04.126 · Cited by 225 · see citing works
Endogenous control of waking brain rhythms induces neuroplasticity in humans
Ros, T., Munneke, M. A. M., Ruge, D., Gruzelier, J. H., & Rothwell, J. C. (2010) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2010.07100.x · Cited by 217 · see citing works
Self-citationIndividual alpha neurofeedback training effect on short term memory
Nan, W., Rodrigues, J., Ma, J., Qu, X., Wan, F., Mak, P., Mak, P. U., Vai, M. I., & Rosa, A. C. (2012) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2012.07.182 · Cited by 210 · see citing works
Biofeedback and Dance Performance: A Preliminary Investigation
Raymond, J., Sajid, I. M., Parkinson, L. A., & Gruzelier, J. H. (2005) · Applied Psychophysiology and Biofeedback · doi:10.1007/s10484-005-2175-x · Cited by 199 · see citing works
Self-citationEcological validity of neurofeedback
Egner, T., & Gruzelier, J. H. (2003) · Neuroreport · doi:10.1097/00001756-200307010-00006 · Cited by 196 · see citing works
Self-citationThe effects of alpha/theta neurofeedback on personality and mood
Raymond, J., Varney, C., Parkinson, L. A., & Gruzelier, J. H. (2005) · Cognitive Brain Research · doi:10.1016/j.cogbrainres.2004.10.023 · Cited by 191 · see citing works
Self-citationThe influence of electrocortical biofeedback on performance in pre-elite archers
Landers, D. M., Petruzzello, S. J., Salazar, W., Crews, D. J., Kubitz, K. A., Gannon, T. L., & Han, M.-W. (1991) · Medicine & Science in Sports & Exercise · doi:10.1249/00005768-199101000-00018 · Cited by 186 · see citing works
Allen, J. J. B., Harmon‐Jones, E., & Cavender, J. H. (2001) · Psychophysiology · doi:10.1111/1469-8986.3840685 · Cited by 186 · see citing works
Plastic modulation of PTSD resting‐state networks and subjective wellbeing by EEG neurofeedback
Kluetsch, R. C., Ros, T., Théberge, J., Frewen, P. A., Calhoun, V. D., Schmahl, C., Jetly, R., & Lanius, R. A. (2014) · Acta Psychiatrica Scandinavica · doi:10.1111/acps.12229 · Cited by 183 · see citing works
Optimizing microsurgical skills with EEG neurofeedback
Ros, T., Moseley, M. J., Bloom, P., Benjamin, L., Parkinson, L. A., & Gruzelier, J. H. (2009) · BMC Neuroscience · doi:10.1186/1471-2202-10-87 · Cited by 182 · see citing works
Self-citationFrontal Oscillatory Dynamics Predict Feedback Learning and Action Adjustment
van de Vijver, I., Ridderinkhof, K. R., & Cohen, M. X. (2011) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_00110 · Cited by 180 · see citing works
Keizer, A. W., Verment, R. S., & Hommel, B. (2009) · NeuroImage · doi:10.1016/j.neuroimage.2009.11.023 · Cited by 180 · see citing works
Is Alpha Wave Neurofeedback Effective with Randomized Clinical Trials in Depression? A Pilot Study
Choi, S. W., Chi, S. E., Chung, S.-Y., Kim, J. W., Ahn, C. Y., & Kim, H. T. (2010) · Neuropsychobiology · doi:10.1159/000322290 · Cited by 177 · see citing works
Hoedlmoser, K., Pecherstorfer, T., Gruber, G., Anderer, P., Doppelmayr, M. M., Klimesch, W., & Schabus, M. (2008) · SLEEP · doi:10.5665/sleep/31.10.1401 · Cited by 172 · see citing works
Witte, M., Kober, S. E., Ninaus, M., Neuper, C., & Wood, G. (2013) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2013.00478 · Cited by 166 · see citing works
Gruzelier, J. H. (2013) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2013.11.004 · Cited by 163 · see citing works
Self-citationFunctional aspects of alpha oscillations in the EEG
Schürmann, M., & Başar, E. (2001) · International Journal of Psychophysiology · doi:10.1016/s0167-8760(00)00138-0 · Cited by 148 · see citing works
Low-resolution electromagnetic tomography neurofeedback
Congedo, M., Lubar, J. F., & Joffe, D. (2004) · IEEE Transactions on Neural Systems and Rehabilitation Engineering · doi:10.1109/tnsre.2004.840492 · Cited by 139 · see citing works
Gruzelier, J. H., Thompson, T., Redding, E., Brandt, R., & Steffert, T. (2013) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2013.05.004 · Cited by 135 · see citing works
Self-citationThe effects of neurofeedback training on the spectral topography of the electroencephalogram
Egner, T., Zech, T., & Gruzelier, J. H. (2004) · Clinical Neurophysiology · doi:10.1016/j.clinph.2004.05.033 · Cited by 134 · see citing works
Self-citationEEG-based upper alpha neurofeedback training improves working memory performance
Escolano, C., Aguilar, M., & Mínguez, J. (2011) · doi:10.1109/iembs.2011.6090651 · Cited by 134 · see citing works
EEG Signature and Phenomenology of Alpha/theta Neurofeedback Training Versus Mock Feedback
Egner, T., Strawson, E., & Gruzelier, J. H. (2002) · Applied Psychophysiology and Biofeedback · doi:10.1023/a:1021063416558 · Cited by 125 · see citing works
Self-citationThe Factorial Structure of Schizotypy: Part I. Affinities With Syndromes of Schizophrenia
Gruzelier, J. H. (1996) · Schizophrenia Bulletin · doi:10.1093/schbul/22.4.611 · Cited by 125 · see citing works
Self-citationPhase synchronization between alpha and beta oscillations in the human electroencephalogram
Nikulin, V. V., & Brismar, T. (2005) · Neuroscience · doi:10.1016/j.neuroscience.2005.10.031 · Cited by 117 · see citing works
Hlinka, J., Alexakis, C., Diukova, A., Liddle, P. F., & Auer, D. P. (2010) · NeuroImage · doi:10.1016/j.neuroimage.2010.06.002 · Cited by 116 · see citing works
Modulation of frontal-midline theta by neurofeedback
Enriquez‐Geppert, S., Huster, R. J., Scharfenort, R., Mokom, Z. N., Zimmermann, J., & Herrmann, C. S. (2013) · Biological Psychology · doi:10.1016/j.biopsycho.2013.02.019 · Cited by 115 · see citing works
Clinical Use of an Alpha Asymmetry Neurofeedback Protocol in the Treatment of Mood Disorders
Baehr, E., Rosenfeld, J. P., & Baehr, R. (2001) · Journal of Neurotherapy · doi:10.1300/j184v04n04_03 · Cited by 115 · see citing works
Logemann, H. N. A., Lansbergen, M. M., Os, T. W. D. P. V., Böcker, K. B. E., & Kenemans, J. L. (2010) · Neuroscience Letters · doi:10.1016/j.neulet.2010.05.026 · Cited by 114 · see citing works
Keizer, A. W., Verschoor, M., Verment, R. S., & Hommel, B. (2009) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2009.10.011 · Cited by 114 · see citing works
Gruzelier, J. H., Inoue, A., Smart, R., Steed, A. J., & Steffert, T. (2010) · Neuroscience Letters · doi:10.1016/j.neulet.2010.06.019 · Cited by 114 · see citing works
Self-citationEffects of SMR and Theta/Beta Neurofeedback on Reaction Times, Spatial Abilities, and Creativity
Doppelmayr, M. M., & Weber, E. (2011) · Journal of Neurotherapy · doi:10.1080/10874208.2011.570689 · Cited by 110 · see citing works
Enhancing sleep quality and memory in insomnia using instrumental sensorimotor rhythm conditioning
Schabus, M., Heib, D. P. J., Lechinger, J., Griessenberger, H., Klimesch, W., Pawlizki, A., Kunz, A. B., Sterman, B. M., & Hoedlmoser, K. (2013) · Biological Psychology · doi:10.1016/j.biopsycho.2013.02.020 · Cited by 110 · see citing works
Effect of beta and gamma neurofeedback on memory and intelligence in the elderly
Staufenbiel, S. M., Brouwer, A.-M., Keizer, A. W., & van Wouwe, N. C. (2013) · Biological Psychology · doi:10.1016/j.biopsycho.2013.05.020 · Cited by 106 · see citing works
Electroencephalographic peak alpha frequency correlates of cognitive traits
Angelakis, E., Lubar, J. F., & Stathopoulou, S. (2004) · Neuroscience Letters · doi:10.1016/j.neulet.2004.08.041 · Cited by 105 · see citing works
Prediction of brain-computer interface aptitude from individual brain structure
Halder, S., Várkuti, B., Bogdan, M., Kübler, A., Rosenstiel, W., Sitaram, R., & Birbaumer, N. (2013) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2013.00105 · Cited by 103 · see citing works
Gruzelier, J. H., Foks, M., Steffert, T., Chen, M. J., & Ros, T. (2013) · Biological Psychology · doi:10.1016/j.biopsycho.2013.04.005 · Cited by 101 · see citing works
Self-citationNeuromodulation, Agency and Autonomy
Glannon, W. (2013) · Brain Topography · doi:10.1007/s10548-012-0269-3 · Cited by 101 · see citing works
Weber, E., Köberl, A., Frank, S., & Doppelmayr, M. M. (2010) · Applied Psychophysiology and Biofeedback · doi:10.1007/s10484-010-9142-x · Cited by 100 · see citing works
Gruzelier, J. H. (2006) · Contemporary Hypnosis · doi:10.1002/ch.35 · Cited by 100 · see citing works
Self-citationAn EEG Finger-Print of fMRI deep regional activation
Meir-Hasson, Y., Kinreich, S., Podlipsky, I., Hendler, T., & Intrator, N. (2013) · NeuroImage · doi:10.1016/j.neuroimage.2013.11.004 · Cited by 99 · see citing works
Never Resting Brain: Simultaneous Representation of Two Alpha Related Processes in Humans
Simon, E. B., Podlipsky, I., Arieli, A., Zhdanov, A. V., & Hendler, T. (2008) · PLoS ONE · doi:10.1371/journal.pone.0003984 · Cited by 99 · see citing works
Vogel, W., Broverman, D. M., & Klaiber, E. L. (1968) · Electroencephalography and Clinical Neurophysiology · doi:10.1016/0013-4694(68)90122-3 · Cited by 98 · see citing works
Better than sleep: Theta neurofeedback training accelerates memory consolidation
Reiner, M., Rozengurt, R., & Barnea, A. (2013) · Biological Psychology · doi:10.1016/j.biopsycho.2013.10.010 · Cited by 94 · see citing works
Dynamic reconfiguration of human brain functional networks through neurofeedback
Haller, S., Kopel, R., Jhooti, P., Haas, T., Scharnowski, F., Lövblad, K., Scheffler, K., & Ville, D. V. D. (2013) · NeuroImage · doi:10.1016/j.neuroimage.2013.05.019 · Cited by 92 · see citing works
Neurofeedback and Neuromodulation Techniques and Applications
Coben, R., & Evans, J. R. (2011) · Elsevier eBooks · doi:10.1016/c2009-0-64101-5 · Cited by 91 · see citing works
Becerra, J., Fernández, T., Roca-Stappung, M., Dı́az-Comas, L., Galán, L., Bosch, J., Espino, M., Moreno, A. J., & Harmony, T. (2012) · Journal of Alzheimer s Disease · doi:10.3233/jad-2011-111055 · Cited by 89 · see citing works
Brain-Body-Mind in the Nebulous Cartesian System: A Holistic Approach by Oscillations
Başar, E. (2010) · Springer eBooks · doi:10.1007/978-1-4419-6136-5 · Cited by 82 · see citing works
Identifying Indices of Learning for Alpha Neurofeedback Training
Dempster, T., & Vernon, D. J. (2009) · Applied Psychophysiology and Biofeedback · doi:10.1007/s10484-009-9112-3 · Cited by 77 · see citing works
Learned control of slow potential interhemispheric asymmetry in schizophrenia
Gruzelier, J. H., Hardman, E., Wild, J., & Zaman, R. (1999) · International Journal of Psychophysiology · doi:10.1016/s0167-8760(99)00091-4 · Cited by 77 · see citing works
Self-citationMaurizio, S., Liechti, M. D., Heinrich, H., Jäncke, L., Steinhausen, H.-C., Walitza, S., Brandeis, D., & Drechsler, R. (2013) · Biological Psychology · doi:10.1016/j.biopsycho.2013.10.008 · Cited by 77 · see citing works
THE EFFECTS OF NEUROFEEDBACK TRAINING IN THE COGNITIVE DIVISION OF THE ANTERIOR CINGULATE GYRUS
Cannon, R. L., Lubar, J. F., Congedo, M., Thornton, K., Towler, K., & Hutchens, T. A. (2007) · International Journal of Neuroscience · doi:10.1080/00207450500514003 · Cited by 77 · see citing works
Rosenfeld, J. P., Cha, G., Blair, T., & Gotlib, I. H. (1995) · Applied Psychophysiology and Biofeedback · doi:10.1007/bf01474516 · Cited by 75 · see citing works
Cannon, R., Congedo, M., Lubar, J., & Hutchens, T. (2009) · International Journal of Neuroscience · doi:10.1080/00207450802480325 · Cited by 74 · see citing works
fMRI variability and the localization of languages in the bilingual brain
Mahendra, N., Plante, E., Magloire, J., Milman, L., & Trouard, T. (2003) · NeuroReport · doi:10.1097/00001756-200307010-00007 · Cited by 72 · see citing works
The Effects of Neurofeedback on Oscillatory Processes Related to Tinnitus
Hartmann, T., Lorenz, I., Müller, N., Langguth, B., & Weisz, N. (2013) · Brain Topography · doi:10.1007/s10548-013-0295-9 · Cited by 71 · see citing works
Frontal interhemispheric asymmetry: self regulation and individual differences in humans
Hardman, E., Gruzelier, J. H., Cheesman, K., Jones, C. J., Liddiard, D., Schleichert, H., & Birbaumer, N. (1997) · Neuroscience Letters · doi:10.1016/s0304-3940(96)13303-6 · Cited by 70 · see citing works
Self-citationAlpha Neurofeedback Training for Performance Enhancement: Reviewing the Methodology
Vernon, D. J., Dempster, T., Bazanova, O. M., RUTTERFORD, N. A., Pasqualini, M. S., & Andersen, S. B. (2009) · Journal of Neurotherapy · doi:10.1080/10874200903334397 · Cited by 67 · see citing works
Peeters, F. P. M. L., Ronner, J., Bodar, L., van Os, J., & Lousberg, R. L. (2013) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2013.06.010 · Cited by 66 · see citing works
Introduction to Quantitative EEG and Neurofeedback
(1999) · Elsevier eBooks · doi:10.1016/b978-0-12-243790-8.x5000-7 · Cited by 62 · see citing works
The Effects of Neurofeedback Training on Memory Performance in Elderly Subjects
Lecomte, G., & Juhel, J. (2011) · Psychology · doi:10.4236/psych.2011.28129 · Cited by 59 · see citing works
The morphology of midcingulate cortex predicts frontal-midline theta neurofeedback success
Enriquez‐Geppert, S., Huster, R. J., Scharfenort, R., Mokom, Z. N., Vosskuhl, J., Figge, C., Zimmermann, J., & Herrmann, C. S. (2013) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2013.00453 · Cited by 59 · see citing works
Neurofeedback facilitation of implicit motor learning
Ros, T., Munneke, M. A. M., Parkinson, L. A., & Gruzelier, J. H. (2013) · Biological Psychology · doi:10.1016/j.biopsycho.2013.04.013 · Cited by 58 · see citing works
Self-citationDifferential effects on mood of 12–15 (SMR) and 15–18 (beta1) Hz neurofeedback
Gruzelier, J. H. (2013) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2012.11.007 · Cited by 58 · see citing works
Self-citationGruzelier, J. H., Holmes, P., Hirst, L., Bulpin, K., Rahman, S., van Run, C., & Leach, J. (2013) · Biological Psychology · doi:10.1016/j.biopsycho.2013.11.001 · Cited by 52 · see citing works
Self-citationAlpha neurofeedback improves the maintaining ability of alpha activity
Cho, M. K., Jang, H. S., Jeong, S.-H., Jang, I., Choi, B., & Lee, M. (2008) · Neuroreport · doi:10.1097/wnr.0b013e3282f4f022 · Cited by 51 · see citing works
Proceedings of the 27th International Conference on Information Technology Interfaces
(2005) · ITI ... · doi:10.1109/iti.2005.1491078 · Cited by 51 · see citing works
Altered States of Consciousness
Pina-Garza, J. E. (2013) · Elsevier eBooks · doi:10.1016/b978-1-4557-2376-8.00002-5 · Cited by 51 · see citing works
Beta oscillations in face recognition
Özgören, M., Başar‐Eroğlu, C., & Başar, E. (2004) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2004.06.005 · Cited by 50 · see citing works
The Significance of Sigma Neurofeedback Training on Sleep Spindles and Aspects of Declarative Memory
Berner, I., Schabus, M., Wienerroither, T., & Klimesch, W. (2006) · Applied Psychophysiology and Biofeedback · doi:10.1007/s10484-006-9013-7 · Cited by 49 · see citing works
The time-course of alpha neurofeedback training effects in healthy participants
Dekker, M. K. J., Sitskoorn, M. M., Denissen, A. J. M., & Boxtel, G. J. M. V. (2013) · Biological Psychology · doi:10.1016/j.biopsycho.2013.11.014 · Cited by 48 · see citing works
Hypnotic Depth and Response to Suggestion Under Standardized Conditions and During fMRI Scanning
Oakley, D. A., Deeley, Q., & Halligan, P. W. (2006) · International Journal of Clinical and Experimental Hypnosis · doi:10.1080/00207140600995844 · Cited by 45 · see citing works
Clemens, B., Zvyagintsev, M., Sack, A. T., Heinecke, A., Willmes, K., & Sturm, W. (2011) · PLoS ONE · doi:10.1371/journal.pone.0025453 · Cited by 45 · see citing works
Effect of neurofeedback on hemispheric word recognition
Barnea, A., Rassis, A., & Zaidel, E. (2005) · Brain and Cognition · doi:10.1016/j.bandc.2004.05.008 · Cited by 45 · see citing works
Rosenfeld, J. P., Reinhart, A. M., & Srivastava, S. (1997) · Applied Psychophysiology and Biofeedback · doi:10.1023/a:1026233624772 · Cited by 43 · see citing works
Targeted reinforcement of neural oscillatory activity with real-time neuroimaging feedback
Florin, E., Bock, E. A., & Baillet, S. (2013) · NeuroImage · doi:10.1016/j.neuroimage.2013.10.028 · Cited by 39 · see citing works
Egner, T., & Gruzelier, J. H. (2004) · Journal of Neurotherapy · doi:10.1300/j184v08n01_04 · Cited by 38 · see citing works
Self-citationPsychophysics of EEG alpha state discrimination
Frederick, J. A. (2012) · Consciousness and Cognition · doi:10.1016/j.concog.2012.06.009 · Cited by 37 · see citing works
Performance Enhancement Training through Neurofeedback
Norris, S. L., & Currieri, M. (1999) · Elsevier eBooks · doi:10.1016/b978-012243790-8/50011-0 · Cited by 34 · see citing works
Volitional Control of Neuromagnetic Coherence
Sacchet, M. D., Mellinger, J., Sitaram, R., Braun, C., Birbaumer, N., & Fetz, E. E. (2012) · Frontiers in Neuroscience · doi:10.3389/fnins.2012.00189 · Cited by 32 · see citing works
Functional Dissociation of Ongoing Oscillatory Brain States
Salari, N., Büchel, C., & Rose, M. (2012) · PLoS ONE · doi:10.1371/journal.pone.0038090 · Cited by 32 · see citing works
Unterrainer, ., Chen, M. J., & Gruzelier, J. H. (2013) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2013.03.011 · Cited by 30 · see citing works
Self-citationde Zambotti, M., Bianchin, M., Magazzini, L., Gnesato, G., & Angrilli, A. (2012) · Experimental Brain Research · doi:10.1007/s00221-012-3148-y · Cited by 26 · see citing works
Neurofeedback: Introduction to the special issue
Boxtel, G. J. M. V., & Gruzelier, J. H. (2013) · Biological Psychology · doi:10.1016/j.biopsycho.2013.11.011 · Cited by 25 · see citing works
Self-citationA Janusian perspective on the nature, development and structure of schizophrenia and schizotypy
Gruzelier, J. H. (2002) · Schizophrenia Research · doi:10.1016/s0920-9964(01)00356-5 · Cited by 22 · see citing works
Self-citationCategorized EEG Neurofeedback Performance Unveils Simultaneous fMRI Deep Brain Activation
Kinreich, S., Podlipsky, I., Intrator, N., & Hendler, T. (2012) · Lecture notes in computer science · doi:10.1007/978-3-642-34713-9_14 · Cited by 15 · see citing works
The Immediate Effects of EEG Neurofeedback on Cortical Excitability and Synchronization
Ros, T., & Gruzelier, J. H. (2010) · Elsevier eBooks · doi:10.1016/b978-0-12-382235-2.00014-7 · Cited by 12 · see citing works
Self-citationNew Computer-Based Technology to Teach Peak Performance in Musicians
Bazanova, O. M., Kondratenko, A., Kondratenko, O., Mernaya, E., & ZHIMULEV, E. I. (2007) · ITI ... · doi:10.1109/iti.2007.4283741 · Cited by 12 · see citing works
EEG-Neurofeedback in psychodynamic treatment of substance dependence
Unterrainer, ., Lewis, A. J., & Gruzelier, J. H. (2013) · Frontiers in Psychology · doi:10.3389/fpsyg.2013.00692 · Cited by 12 · see citing works
Self-citationOvulation related changes in EEG alpha and cognitive performance efficiency in healthy women
Муравлева, К. Б., Petrova, S. V., & Bazanova, O. M. (2012) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2012.06.159 · Cited by 4 · see citing works
Unterrainer, ., Chen, M., & Gruzelier, J. H. (2011) · Neuroscience Letters · doi:10.1016/j.neulet.2011.05.146 · Cited by 4 · see citing works
Self-citationUsing Upper Alpha Neurofeedback Training to Improve SMR Desynchronization
López‐Larraz, E., Escolano, C., & Mínguez, J. (2013) · Biosystems & biorobotics · doi:10.1007/978-3-642-34546-3_215 · Cited by 2 · see citing works
Athanasiou, A., Foroglou, N., Polyzoidis, K. S., & Bamidis, P. D. (2014) · doi:10.13140/2.1.3183.3603 · Cited by 2 · see citing works
Flagged first, then by citations
1 of the 151 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
Closed-loop brain training: the science of neurofeedback
Sitaram, R., Ros, T., Stoeckel, L., Haller, S., Scharnowski, F., Lewis-Peacock, J., Weiskopf, N., Blefari, M. L., Rana, M., Oblak, E., et al. (2017) · Nature Reviews Neuroscience · doi:10.1038/nrn.2016.164 · Cited by 1,306 · see citing works
Gruzelier, J. H. (2013) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2013.09.015 · Cited by 596 · see citing works
Self-citationEEG-Neurofeedback as a Tool to Modulate Cognition and Behavior: A Review Tutorial
Enriquez‐Geppert, S., Huster, R. J., & Herrmann, C. S. (2017) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2017.00051 · Cited by 526 · see citing works
Alkoby, O., Abu-Rmileh, A., Shriki, O., & Todder, D. (2017) · Neuroscience · doi:10.1016/j.neuroscience.2016.12.050 · Cited by 212 · see citing works
Making the case for mobile cognition: EEG and sports performance
Park, J. L., Fairweather, M. M., & Donaldson, D. I. (2015) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2015.02.014 · Cited by 218 · see citing works
Gruzelier, J. H. (2013) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2013.11.004 · Cited by 163 · see citing works
Self-citationZotev, V. S., Yuan, H., Misaki, M., Phillips, R., Young, K. D., Feldner, M. T., & Bodurka, J. (2016) · NeuroImage Clinical · doi:10.1016/j.nicl.2016.02.003 · Cited by 156 · see citing works
Electrical fingerprint of the amygdala guides neurofeedback training for stress resilience
Keynan, J. N., Cohen, A., Jackont, G., Green, N., Goldway, N., Davidov, A., Meir-Hasson, Y., Raz, G., Intrator, N., Fruchter, E., et al. (2018) · Nature Human Behaviour · doi:10.1038/s41562-018-0484-3 · Cited by 148 · see citing works
What learning theories can teach us in designing neurofeedback treatments
Strehl, U. (2014) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2014.00894 · Cited by 137 · see citing works
Gruzelier, J. H., Thompson, T., Redding, E., Brandt, R., & Steffert, T. (2013) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2013.05.004 · Cited by 135 · see citing works
Self-citationThe psychology of neurofeedback: Clinical intervention even if applied placebo.
Thibault, R. T., & Raz, A. (2017) · American Psychologist · doi:10.1037/amp0000118 · Cited by 127 · see citing works
Strehl, U., Aggensteiner, P.-M., Wachtlin, D., Brandeis, D., Albrecht, B., Arana, M., Bach, C., Banaschewski, T., Bogen, T., Flaig-Röhr, A., et al. (2017) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2017.00135 · Cited by 121 · see citing works
Neurofeedback: One of today's techniques in psychiatry?
Arns, M., Batail, J.-M., Bioulac, S., Congedo, M., Daudet, C., Drapier, D., Fovet, T., Jardri, R., Le-Van-Quyen, M., Lotte, F., et al. (2017) · L'Encéphale · doi:10.1016/j.encep.2016.11.003 · Cited by 117 · see citing works
Zuberer, A., Brandeis, D., & Drechsler, R. (2015) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2015.00135 · Cited by 113 · see citing works
Rogala, J., Jurewicz, K., Paluch, K., Kublik, E., Cetnarski, R., & Wróbel, A. (2016) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2016.00301 · Cited by 115 · see citing works
Micoulaud-Franchi, J.-A., McGonigal, A., Lopez, R., Daudet, C., Kotwas, I., & Bartolomei, F. (2015) · Neurophysiologie Clinique/Clinical Neurophysiology · doi:10.1016/j.neucli.2015.10.077 · Cited by 111 · see citing works
Freezing of gait: Promising avenues for future treatment
Gilat, M., de Lima, A. L. S., Bloem, B. R., Shine, J. M., Nonnekes, J. H., & Lewis, S. J. G. (2018) · Parkinsonism & Related Disorders · doi:10.1016/j.parkreldis.2018.03.009 · Cited by 110 · see citing works
Mirifar, A., Beckmann, J., & Ehrlenspiel, F. (2017) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2017.02.005 · Cited by 110 · see citing works
Forcano, L., Mata, F., de la Torre, R., & Verdejo‐García, A. (2018) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2018.02.003 · Cited by 102 · see citing works
Verdejo‐García, A., Lorenzetti, V., Manning, V., Piercy, H., Bruno, R., Hester, R., Pennington, D., Tolomeo, S., Arunogiri, S., Bates, M. E., et al. (2019) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2019.00877 · Cited by 95 · see citing works
Review of the therapeutic neurofeedback method using electroencephalography: EEG Neurofeedback
Omejc, N., Rojc, B., Battaglini, P. P., & Marusic, U. (2018) · Bosnian Journal of Basic Medical Sciences · doi:10.17305/bjbms.2018.3785 · Cited by 91 · see citing works
The validity of individual frontal alpha asymmetry EEG neurofeedback
Quaedflieg, C. W. E. M., Smulders, F. T. Y., Meyer, T., Peeters, F. P. M. L., Merckelbach, H. L. G. J., & Smeets, T. (2015) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsv090 · Cited by 86 · see citing works
Emotion Regulation Using Virtual Environments and Real-Time fMRI Neurofeedback
Lorenzetti, V., Melo, B., Basílio, R., Suo, C., Yücel, M., Tierra-Criollo, C. J., & Moll, J. (2018) · Frontiers in Neurology · doi:10.3389/fneur.2018.00390 · Cited by 83 · see citing works
Reis, J. S., Portugal, A. M., Fernandes, L., Afonso, N., Pereira, M., Sousa, N., & Dias, N. S. (2016) · Frontiers in Aging Neuroscience · doi:10.3389/fnagi.2016.00157 · Cited by 85 · see citing works
‘My Virtual Dream’: Collective Neurofeedback in an Immersive Art Environment
Kovacevic, N., Ritter, P., Tays, W. J., Moreno, S., & McIntosh, A. R. (2015) · PLoS ONE · doi:10.1371/journal.pone.0130129 · Cited by 82 · see citing works
Tosti, B., Corrado, S., Mancone, S., Libero, T. D., Rodio, A., Andrade, A., & Diotaiuti, P. (2024) · Frontiers in Neuroscience · doi:10.3389/fnins.2024.1358481 · Cited by 84 · see citing works
Frontal Alpha Oscillations and Attentional Control: A Virtual Reality Neurofeedback Study
Berger, A. M., & Davelaar, E. J. (2017) · Neuroscience · doi:10.1016/j.neuroscience.2017.06.007 · Cited by 79 · see citing works
Cheng, M., Wang, K., Hung, C., Tu, Y.-L., Huang, C., Koester, D., Schack, T., & Hung, T. (2017) · Psychology of sport and exercise · doi:10.1016/j.psychsport.2017.05.007 · Cited by 76 · see citing works
Reichert, J. L., Kober, S. E., Neuper, C., & Wood, G. M. D. O. (2015) · Clinical Neurophysiology · doi:10.1016/j.clinph.2014.09.032 · Cited by 74 · see citing works
Using Recent BCI Literature to Deepen our Understanding of Clinical Neurofeedback: A Short Review
Jeunet, C., Lotte, F., Batail, J.-M. V., Philip, P., & Micoulaud‐Franchi, J. (2018) · Neuroscience · doi:10.1016/j.neuroscience.2018.03.013 · Cited by 67 · see citing works
Hernandez, L. D., Rieger, K., Bänninger, A., Brandeis, D., & Koenig, T. W. (2015) · Brain Topography · doi:10.1007/s10548-015-0460-4 · Cited by 64 · see citing works
Orndorff-Plunkett, F., Singh, F., Aragón, O. R., & Pineda, J. A. (2017) · Brain Sciences · doi:10.3390/brainsci7080095 · Cited by 63 · see citing works
Trambaiolli, L. R., Cassani, R., Mehler, D. M. A., & Falk, T. H. (2021) · Frontiers in Aging Neuroscience · doi:10.3389/fnagi.2021.682683 · Cited by 60 · see citing works
Dual-process contributions to creativity in jazz improvisations: An SPM-EEG study
Rosen, D. S., Oh, Y., Erickson, B. A., Zhang, F., Kim, Y. E., & Kounios, J. (2020) · NeuroImage · doi:10.1016/j.neuroimage.2020.116632 · Cited by 63 · see citing works
Differential effects on mood of 12–15 (SMR) and 15–18 (beta1) Hz neurofeedback
Gruzelier, J. H. (2013) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2012.11.007 · Cited by 58 · see citing works
Self-citationGevensleben, H., Moll, G. H., Rothenberger, A., & Heinrich, H. (2014) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2014.00846 · Cited by 57 · see citing works
Engelbregt, H., Keeser, D., van Eijk, L., Suiker, E. M., Eichhorn, D., Karch, S., Deijen, J. B., & Pogarell, O. M. (2016) · Clinical Neurophysiology · doi:10.1016/j.clinph.2016.01.004 · Cited by 57 · see citing works
Enhancing creative cognition with a rapid right-parietal neurofeedback procedure
Agnoli, S., Zanon, M., Mastria, S., Avenanti, A., & Corazza, G. E. (2018) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2018.02.015 · Cited by 57 · see citing works
Drugs, games, and devices for enhancing cognition: implications for work and society
Brühl, A. B., & Sahakian, B. J. (2016) · Annals of the New York Academy of Sciences · doi:10.1111/nyas.13040 · Cited by 56 · see citing works
Mechanisms of Neurofeedback: A Computation-theoretic Approach
Davelaar, E. J. (2017) · Neuroscience · doi:10.1016/j.neuroscience.2017.05.052 · Cited by 56 · see citing works
Neurofeedback for Tinnitus Treatment – Review and Current Concepts
Güntensperger, D., Thüring, C., Meyer, M. E., Neff, P. K. A., & Kleinjung, T. (2017) · Frontiers in Aging Neuroscience · doi:10.3389/fnagi.2017.00386 · Cited by 55 · see citing works
Gruzelier, J. H., Holmes, P., Hirst, L., Bulpin, K., Rahman, S., van Run, C., & Leach, J. (2013) · Biological Psychology · doi:10.1016/j.biopsycho.2013.11.001 · Cited by 52 · see citing works
Self-citationGong, A., Gu, F., Nan, W., Qu, Y., Jiang, C., & Fu, Y. (2021) · Frontiers in Neuroscience · doi:10.3389/fnins.2021.638369 · Cited by 51 · see citing works
Brain volumetry and self-regulation of brain activity relevant for neurofeedback
Ninaus, M., Kober, S. E., Witte, M., Koschutnig, K., Neuper, C., & Wood, G. M. D. O. (2015) · Biological Psychology · doi:10.1016/j.biopsycho.2015.07.009 · Cited by 51 · see citing works
One-Class FMRI-Inspired EEG Model for Self-Regulation Training
Meir-Hasson, Y., Keynan, J. N., Kinreich, S., Jackont, G., Cohen, A., Podlipsky-Klovatch, I., Hendler, T., & Intrator, N. (2016) · PLoS ONE · doi:10.1371/journal.pone.0154968 · Cited by 51 · see citing works
Eschmann, K. C. J., Bader, R., & Mecklinger, A. (2020) · NeuroImage · doi:10.1016/j.neuroimage.2020.117219 · Cited by 50 · see citing works
Kober, S. E., Witte, M., Ninaus, M., Koschutnig, K., Wiesen, D., Zaiser, G., Neuper, C., & Wood, G. M. D. O. (2017) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2017.00271 · Cited by 50 · see citing works
Escolano, C., Navarro‐Gil, M., García‐Campayo, J., & Mínguez, J. (2014) · Applied Psychophysiology and Biofeedback · doi:10.1007/s10484-014-9262-9 · Cited by 47 · see citing works
de Brito, M. A., Fernandes, J. R., Esteves, N. S., Müller, V. T., Alexandria, D. D. B., Pérez, D. I. V., Slimani, M., Brito, C. J., Bragazzi, N. L., & Miarka, B. (2022) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2022.868450 · Cited by 46 · see citing works
How to Measure the Psychological “Flow”? A Neuroscience Perspective
Cheron, G. A. (2016) · Frontiers in Psychology · doi:10.3389/fpsyg.2016.01823 · Cited by 45 · see citing works
Deep recurrent–convolutional neural network for classification of simultaneous EEG–fNIRS signals
Ghonchi, H., Fateh, M., Abolghasemi, V., Ferdowsi, S., & Rezvani, M. (2020) · IET Signal Processing · doi:10.1049/iet-spr.2019.0297 · Cited by 45 · see citing works
Dousset, C., Kajosch, H., Ingels, A., Schröder, E., Kornreich, C., & Campanella, S. (2020) · Addictive Behaviors · doi:10.1016/j.addbeh.2020.106391 · Cited by 45 · see citing works
Schmidt, J., & Martin, A. (2016) · European Eating Disorders Review · doi:10.1002/erv.2453 · Cited by 45 · see citing works
Cognitive Performance Enhancement: Do Biofeedback and Neurofeedback Work?
Dessy, E., Puyvelde, M. V., Maîresse, O., Neyt, X., & Pattyn, N. (2017) · Journal of Cognitive Enhancement · doi:10.1007/s41465-017-0039-y · Cited by 46 · see citing works
Studer, P., Kratz, O., Gevensleben, H., Rothenberger, A., Moll, G. H., Hautzinger, M., & Heinrich, H. (2014) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2014.00555 · Cited by 43 · see citing works
Simoes, J. P., Daoud, E., Shabbir, M., Amanat, S., Assouly, K. K. S., Biswas, R., Casolani, C., Dode, A., Enzler, F., Jacquemin, L., et al. (2021) · Frontiers in Aging Neuroscience · doi:10.3389/fnagi.2021.647285 · Cited by 42 · see citing works
Antle, A. N., Chesick, L., Sridharan, S. K., & Cramer, E. S. (2018) · Personal and Ubiquitous Computing · doi:10.1007/s00779-018-1166-x · Cited by 40 · see citing works
Dessy, E., Maîresse, O., Puyvelde, M. V., Cortoos, A., Neyt, X., & Pattyn, N. (2020) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2020.00022 · Cited by 40 · see citing works
Güntensperger, D., Thüring, C., Kleinjung, T., Neff, P. K. A., & Meyer, M. E. (2019) · Neural Plasticity · doi:10.1155/2019/3540898 · Cited by 39 · see citing works
Eschmann, K. C. J., & Mecklinger, A. (2021) · Psychophysiology · doi:10.1111/psyp.13873 · Cited by 40 · see citing works
Interfacing brain with computer to improve communication and rehabilitation after brain damage
Riccio, A., Pichiorri, F., Schettini, F., Toppi, J., Risetti, M., Formisano, R., Molinari, M., Astolfi, L., Cincotti, F., & Mattia, D. (2016) · Progress in brain research · doi:10.1016/bs.pbr.2016.04.018 · Cited by 36 · see citing works
Kober, S. E., Witte, M., Grinschgl, S., Neuper, C., & Wood, G. M. D. O. (2018) · NeuroImage · doi:10.1016/j.neuroimage.2018.07.025 · Cited by 36 · see citing works
Neurofeedback: Principles, appraisal, and outstanding issues
Papo, D. (2018) · European Journal of Neuroscience · doi:10.1111/ejn.14312 · Cited by 1 · see citing works
Jiang, Y., Jessee, W., Hoyng, S. C., Borhani, S., Liu, Z., Zhao, X., Price, L. K., High, W. M., Suhl, J., & Cerel‐Suhl, S. (2022) · Frontiers in Aging Neuroscience · doi:10.3389/fnagi.2022.780817 · Cited by 35 · see citing works
Chen, T.-T., Wang, K., Chang, W., Kao, C.-W., & Hung, T. (2022) · Psychology of sport and exercise · doi:10.1016/j.psychsport.2022.102211 · Cited by 40 · see citing works
Evaluating the Impact of a Mobile Neurofeedback App for Young Children at School and Home
Antle, A. N., McLaren, E.-S., Fiedler, H., & Johnson, N. (2019) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3290605.3300266 · Cited by 34 · see citing works
Gordon, S. C., Todder, D., Deutsch, I., Garbi, D., Alkoby, O., Shriki, O., Rabani, A. S., Shahar, N., & Meiran, N. (2019) · Psychological Research · doi:10.1007/s00426-019-01170-w · Cited by 34 · see citing works
Jensen, M. P., Gianas, A., George, H. R., Sherlin, L. H., Kraft, G. H., & Ehde, D. M. (2015) · International Journal of Clinical and Experimental Hypnosis · doi:10.1080/00207144.2015.1099400 · Cited by 33 · see citing works
Nan, W., Wan, F., Vai, M. I., & Rosa, A. C. D. (2015) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2015.00677 · Cited by 33 · see citing works
Short-delay neurofeedback facilitates training of the parietal alpha rhythm
Belinskaia, A., Smetanin, N., Lebedev, M., & Ossadtchi, A. E. (2020) · Journal of Neural Engineering · doi:10.1088/1741-2552/abc8d7 · Cited by 32 · see citing works
Ossadtchi, A. E., Shamaeva, T., Okorokova, E. V., Moiseeva, V., & Lebedev, M. (2017) · Scientific Reports · doi:10.1038/s41598-017-04012-0 · Cited by 31 · see citing works
Kober, S. E., Witte, M., Neuper, C., & Wood, G. M. D. O. (2017) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2017.06.005 · Cited by 30 · see citing works
Jeglinski-Mende, M. A., & Schmidt, H. (2021) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2021.562490 · Cited by 31 · see citing works
Unterrainer, ., Chen, M. J., & Gruzelier, J. H. (2013) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2013.03.011 · Cited by 30 · see citing works
Self-citationChristie, S., Bertollo, M., & Werthner, P. (2020) · Journal of Sport and Exercise Psychology · doi:10.1123/jsep.2018-0278 · Cited by 29 · see citing works
Berger, L. M., Wood, G. M. D. O., & Kober, S. E. (2022) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2022.952261 · Cited by 29 · see citing works
EEG Theta/Beta Ratio Neurofeedback Training in Healthy Females
Son, D. V., van der Does, W. A. J., Band, G. P. H., & Putman, P. (2020) · Applied Psychophysiology and Biofeedback · doi:10.1007/s10484-020-09472-1 · Cited by 27 · see citing works
Eyes-Closed Resting EEG Predicts the Learning of Alpha Down-Regulation in Neurofeedback Training
Nan, W., Wan, F., Tang, Q., Wong, C. M., Wang, B., & Rosa, A. C. (2018) · Frontiers in Psychology · doi:10.3389/fpsyg.2018.01607 · Cited by 27 · see citing works
Kober, S. E., Pinter, D., Enzinger, C., Damulina, A., Duckstein, H., Fuchs, S., Neuper, C., & Wood, G. M. D. O. (2019) · Clinical Neurophysiology · doi:10.1016/j.clinph.2019.08.025 · Cited by 27 · see citing works
Yu, C., Cheng, M., An, X., Chueh, T., Wu, J., Wang, K., & Hung, T. (2025) · Scandinavian Journal of Medicine & Science in Sports · doi:10.1111/sms.70055 · Cited by 26 · see citing works
Modulation of critical brain dynamics using closed-loop neurofeedback stimulation
Zhigalov, A., Kaplan, A., & Palva, J. M. (2016) · Clinical Neurophysiology · doi:10.1016/j.clinph.2016.04.028 · Cited by 26 · see citing works
Hernandez, L. D., Rieger, K., & Koenig, T. W. (2016) · Neuroscience · doi:10.1016/j.neuroscience.2016.12.005 · Cited by 26 · see citing works
Kellmeyer, P., Grosse‐Wentrup, M., Schulze‐Bonhage, A., Ziemann, U., & Tonio Ball, A. (2018) · Journal of Neural Engineering · doi:10.1088/1741-2552/aabfa5 · Cited by 26 · see citing works
The effect of alpha neurofeedback training on cognitive performance in healthy adults
Nawaz, R., Nisar, H., Yap, V. V., & Tsai, C.-Y. (2022) · Mathematics · doi:10.3390/math10071095 · Cited by 25 · see citing works
Wang, K., Frank, C., Hung, T., & Schack, T. (2022) · Current Psychology · doi:10.1007/s12144-022-03190-z · Cited by 26 · see citing works
Neurofeedback: Introduction to the special issue
Boxtel, G. J. M. V., & Gruzelier, J. H. (2013) · Biological Psychology · doi:10.1016/j.biopsycho.2013.11.011 · Cited by 25 · see citing works
Self-citationTheta Neurofeedback Training Supports Motor Performance and Flow Experience
Eschmann, K. C. J., Riedel, L., & Mecklinger, A. (2021) · Journal of Cognitive Enhancement · doi:10.1007/s41465-021-00236-1 · Cited by 27 · see citing works
Neurofeedback and neural self-regulation: a new perspective based on allostasis
Mirifar, A., Keil, A., & Ehrlenspiel, F. (2022) · Reviews in the Neurosciences · doi:10.1515/revneuro-2021-0133 · Cited by 26 · see citing works
Nawaz, R., Wood, G. M. D. O., Nisar, H., & Yap, V. V. (2023) · Bioengineering · doi:10.3390/bioengineering10020200 · Cited by 26 · see citing works
Chen, T., & Lin, I. (2020) · Journal of Affective Disorders · doi:10.1016/j.jad.2020.01.175 · Cited by 24 · see citing works
Are resting state spectral power measures related to executive functions in healthy young adults?
Gordon, S. C., Todder, D., Deutsch, I., Garbi, D., Getter, N., & Meiran, N. (2017) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2017.10.031 · Cited by 23 · see citing works
Fedotchev, A. I., Parin, S. B., Polevaya, S. A., & Velikova, S. (2017) · Современные технологии в медицине · doi:10.17691/stm2017.9.1.22 · Cited by 23 · see citing works
Modulation of frontal gamma oscillations improves working memory in schizophrenia
Singh, F., Shu, I.-W., Hsu, S.-H., Link, P. C., Pineda, J. A., & Granholm, E. L. (2020) · NeuroImage Clinical · doi:10.1016/j.nicl.2020.102339 · Cited by 23 · see citing works
Immediate effects of alpha/theta and sensory-motor rhythm feedback on music performance
Gruzelier, J. H., Hirst, L., Holmes, P., & Leach, J. (2014) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2014.03.009 · Cited by 23 · see citing works
Self-citationSho’ouri, N., Firoozabadi, M., & Badie, K. (2019) · Biomedical Signal Processing and Control · doi:10.1016/j.bspc.2019.101661 · Cited by 22 · see citing works
Individual variation in alpha neurofeedback training efficacy predicts pain modulation
Peng, W., Zhan, Y., Jiang, Y., Nan, W., Kadosh, R. C., & Wan, F. (2020) · NeuroImage Clinical · doi:10.1016/j.nicl.2020.102454 · Cited by 22 · see citing works
Real-Time Decoding of Attentional States Using Closed-Loop EEG Neurofeedback
Tuckute, G., Hansen, S. T., Kjær, T. W., & Hansen, L. K. (2021) · Neural Computation · doi:10.1162/neco_a_01363 · Cited by 21 · see citing works
Neurofeedback training improves episodic and semantic long-term memory performance
Tseng, Y.-H., Tamura, K., & Okamoto, T. (2021) · Scientific Reports · doi:10.1038/s41598-021-96726-5 · Cited by 21 · see citing works
Grosselin, F., Breton, A., Yahia‐Cherif, L., Wang, X., Spinelli, G., Hugueville, L., Fossati, P., Attal, Y., Navarro‐Sune, X., Chávez, M., et al. (2021) · Scientific Reports · doi:10.1038/s41598-021-96893-5 · Cited by 21 · see citing works
EEG Dynamics and Neural Generators in Implicit Navigational Image Processing in Adults with ADHD
Leroy, A., Petit, G., Zarka, D., Cebolla, A. M., Palmero‐Soler, E., Strul, J., Dan, B., Verbanck, P., & Cheron, G. A. (2018) · Neuroscience · doi:10.1016/j.neuroscience.2018.01.022 · Cited by 21 · see citing works
- Authors
- Gruzelier, J. H.
- Affiliations
- Goldsmiths University of London (GB)
- Corresponding author
- Gruzelier, John H.
- Venue
- Neuroscience & Biobehavioral Reviews
- Publisher
- Elsevier BV
- Published
- 2014-07
- Volume
- 44
- Pages
- 159-182
- ISSN
- 0149-7634 (ISSN-L)
- OpenAlex
- W1982263033
- Cited by
- 270
- References
- 151
- Citations by year
- 2026: 14 · 2025: 16 · 2024: 13 · 2023: 21 · 2022: 19 · 2021: 26 · 2020: 31 · 2019: 21 · 2018: 23 · 2017: 32 · 2016: 23 · 2015: 17 · 2014: 6 · 2013: 7
- FWCI
- 2.52
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Neuroscience & Biobehavioral Reviews (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › EEG and Brain-Computer Interfaces
- Social Sciences › Psychology › Developmental and Educational Psychology › Sport Psychology and Performance
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural dynamics and brain function
- Keywords
- neurofeedback, performance optimization, feedback learning, self-regulation, EEG-fMRI integration, anatomical correlates, individual differences, neuroethics
- MeSH terms
- Brain, Brain Mapping, Electroencephalography, Humans, Individuality, Psychomotor Performance, Social Control, Informal, Brain Waves, Neurofeedback
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
