Neurofeedback in ADHD and insomnia: Vigilance stabilization through sleep spindles and circadian networks

Neuroscience and Biobehavioral Reviews

Volumn 44, Issue , 2014, Pages 183-194

  Arns, Martijn ^a,b   Kenemans, J Leon ^a  

^a UTRECHT UNIVERSITY   (Netherlands)

^b RESEARCH INSTITUTE BRAINCLINICS   (Netherlands)

Author keywords

ADHD; Circadian phase delay; Epilepsy; Idiopathic insomnia; Insomnia; Neurofeedback; Sigma; Sleep onset insomnia; Sleep spindles

Indexed keywords

ALERTNESS; ATTENTION DEFICIT DISORDER; ATTENTION DISTURBANCE; BEHAVIORAL SCIENCE; BRAIN FUNCTION; CHRONOBIOLOGY; CIRCADIAN RHYTHM; CLINICAL EFFECTIVENESS; COGNITIVE THERAPY; DISEASE ASSOCIATION; ELECTROENCEPHALOGRAPHY PHASE SYNCHRONIZATION; FOLLOW UP; FREQUENCY MODULATION; HUMAN; INSOMNIA; LOCUS CERULEUS; LONG TERM POTENTIATION; NERVE CELL NETWORK; NERVE CELL PLASTICITY; NEUROFEEDBACK; NEUROLOGIC EXAMINATION; NEUROMODULATION; NORADRENERGIC SYSTEM; PRIORITY JOURNAL; REVIEW; SENSORIMOTOR RHYTHM; SLEEP SPINDLE; SLOW BRAIN WAVE; SLOW CORTICAL POTENTIAL; SYNAPTIC TRANSMISSION; AROUSAL; ATTENTION DEFICIT DISORDER WITH HYPERACTIVITY; ELECTROENCEPHALOGRAM; ELECTROENCEPHALOGRAPHY; PATHOLOGY; PHYSIOLOGY; PROCEDURES; SLEEP INITIATION AND MAINTENANCE DISORDERS;

AROUSAL; ATTENTION DEFICIT DISORDER WITH HYPERACTIVITY; BRAIN WAVES; CIRCADIAN RHYTHM; ELECTROENCEPHALOGRAPHY; HUMANS; NEUROFEEDBACK; SLEEP INITIATION AND MAINTENANCE DISORDERS;

EID: 84904816364     PISSN: 01497634     EISSN: 18737528     Source Type: Journal    
DOI: 10.1016/j.neubiorev.2012.10.006     Document Type: Review

References (166)

1. Amzica F., Steriade M. The K-complex: its slow (<1-Hz) rhythmicity and relation to delta waves. Neurology 1997, 49:952-959.
2. Arnold L.E., Lofthouse N., Hersch S., Pan X., Hurt E., Bates B., Kassouf K., Moone S., Grantier C. EEG neurofeedback for ADHD: Double-Blind sham-controlled randomized pilot feasibility trial. Journal of Attenton Disorders 2012, 10.1177/1087054712446173.
3. Arns, M., 2011. Personalized medicine in ADHD and depression: a quest for EEG treatment predictors. PhD Thesis. Utrecht University.
4. Arns M. EEG-based personalized medicine in ADHD: Individual alpha peak frequency as an endophenotype associated with nonresponse. Journal of Neurotherapy 2012, 16:123-141.
5. Arns M., Gunkelman J., Breteler M., Spronk D. EEG phenotypes predict treatment outcome to stimulants in children with ADHD. Journal of Integrative Neuroscience 2008, 7:421-438.
6. Arns M., de Ridder S., Strehl U., Breteler M., Coenen A. Efficacy of neurofeedback treatment in ADHD: the effects on inattention, impulsivity and hyperactivity: a meta-analysis. Clinical EEG & Neuroscience 2009, 40:180-189.
7. Arns M., Drinkenburg W.H.I.M., Kenemans J.L. The effects of QEEG-informed neurofeedback in ADHD: an open label pilot study. Applied Psychophysiology and Biofeedback 2012, 10.1007/s10484-012-9191-4.
8. Aron A.R., Fletcher P.C., Bullmore E.T., Sahakian B.J., Robbins T.W. Stop-signal inhibition disrupted by damage to right inferior frontal gyrus in humans. Nature Neuroscience 2003, 6:115-116.
9. Astill R.G., Van der Heijden K.B., Van Ijzendoorn M.H., Van Someren E.J. Sleep, cognition, and behavioral problems in school-age children: A century of research meta-analyzed. Psychological Bulletin 2012, 10.1037/a0028204.
10. Aston-Jones G., Chen S., Zhu Y., Oshinsky M.L. A neural circuit for circadian regulation of arousal. Nature Neuroscience 2001, 4:732-738.
11. Axelsson J., Kecklund G., Åkerstedt T., Donofrio P., Lekander M., Ingre M. Sleepiness and performance in response to repeated sleep restriction and subsequent recovery during semi-laboratory conditions. Chronobiology International 2008, 25:297-308.
12. Bakhshayesh A.R., Hänsch S., Wyschkon A., Rezai M.J., Esser G. Neurofeedback in ADHD: a single-blind randomized controlled trial. European Child & Adolescent Psychiatry 2011.
13. Barry R.J., Clarke A.R., Johnstone S.J. A review of electrophysiology in attention-deficit/hyperactivity disorder: I. Qualitative and quantitative electroencephalography. Clinical Neurophysiology 2003, 114:171-183.
14. Beebe D.W., Fallone G., Godiwala N., Flanigan M., Martin D., Schaffner L., Amin R. Feasibility and behavioral effects of an at-home multi-night sleep restriction protocol for adolescents. Journal of Child Psychology Psychiatry Allied Disciplines 2008, 49:915-923.
15. Beebe D.W., Rose D., Amin R. Attention, learning, and arousal of experimentally sleep-restricted adolescents in a simulated classroom. The Journal of Adolescent Health 2010, 47(5):523-525.
16. Bekker E.M., Kenemans J.L., Hoeksma M.R., Talsma D., Verbaten M.N. The pure electrophysiology of stopping. International Journal of Psychophysiology 2005, 55:191-198.
17. Bekker E.M., Overtoom C.C.E., Kooij J.J.S., Buitelaar J.K., Verbaten M.N., Kenemans J.L. Disentangling deficits in adults with attention-deficit/hyperactivity disorder. Archives of General Psychiatry 2005, 62:1129-1136.
18. Belenky G., Wesensten N.J., Thorne D.R., Thomas M.L., Sing H.C., Redmond D.P., Russo M.B., Balkin T.J. Patterns of performance degradation and restoration during sleep restriction and subsequent recovery: a sleep dose-response study. Journal of Sleep Research 2003, 12:1-12.
19. Bente, D., 1964. Die Insuffizienz des Vigilitatstonus.
20. Berger H. Uber das elektrenkephalogramm des menschen. Archiv fur Psychiatrie und Nervenkrankheiten 1929, 87:527-570.
21. Birbaumer N., Elbert T., Canavan A.G., Rockstroh B. Slow potentials of the cerebral cortex and behavior. Physiological Reviews 1990, 70:1.
22. Borbély A.A., Baumann F., Brandeis D., Strauch I., Lehmann D. Sleep deprivation: effect on sleep stages and EEG power density in man. Electroencephalography and Clinical Neurophysiology 1981, 51:483-495.
23. Bresnahan S.M., Anderson J.W., Barry R.J. Age-related changes in quantitative EEG in attention-deficit/hyperactivity disorder. Biological Psychiatry 1999, 46:1690-1697.
24. Broughton R., Hasan J. Quantitative topographic electroencephalographic mapping during drowsiness and sleep onset. Journal of Clinical Neurophysiology 1995, 12:372-386.
25. Caspers H., Schulze H. Die veränderungen der corticalen gleichspannung während der natürlichen schlaf-wach-perioden beim freibeweglichen tier. Pflügers Archiv: European Journal of Physiology 1959, 270:103-120.
26. Cerf M., Thiruvengadam N., Mormann F., Kraskov A., Quiroga R.Q., Koch C., Fried I. On-line, voluntary control of human temporal lobe neurons. Nature 2010, 467:1104-1108.
27. Chabot R.J., Serfontein G. Quantitative electroencephalographic profiles of children with attention deficit disorder. Biological Psychiatry 1996, 40:951-963.
28. Chervin R.D., Archbold K.H., Dillon J.E., Pituch K.J., Panahi P., Dahl R.E., Guilleminault C. Associations between symptoms of inattention, hyperactivity, restless legs, and periodic leg movements. Sleep 2002, 25:213-218.
29. Clarke A.R., Barry R.J., McCarthy R., Selikowitz M. EEG analysis in Attention-Deficit/Hyperactivity Disorder: a comparative study of two subtypes. Psychiatry Research 1998, 81:19-29.
30. Clarke A.R., Barry R.J., McCarthy R., Selikowitz M. Age and sex effects in the EEG: differences in two subtypes of attention-deficit/hyperactivity disorder. Clinical Neurophysiology 2001, 112:815-826.
31. Clarke A.R., Barry R.J., McCarthy R., Selikowitz M. EEG-defined subtypes of children with attention-deficit/hyperactivity disorder. Clinical Neurophysiology 2001, 112:2098-2105.
32. Clarke A.R., Barry R.J., Dupuy F.E., Heckel L.D., McCarthy R., Selikowitz M., Johnstone S.J. Behavioural differences between eeg-defined subgroups of children with attention-deficit/hyperactivity disorder. Clinical Neurophysiology 2011, 1227:1333-1341.
33. Connemann B.J., Mann K., Lange-Asschenfeldt C., Ruchsow M., Schreckenberger M., Bartenstein P., Gründer G. Anterior limbic alpha-like activity: a low resolution electromagnetic tomography study with lorazepam challenge. Clinical Neurophysiology 2005, 116:886-894.
34. Corbetta M., Shulman G.L. Control of goal-directed and stimulus-driven attention in the brain. Nature Reviews Neuroscience 2002, 3:201-214.
35. Cortoos A., De Valck E., Arns M., Breteler M.H., Cluydts R. An exploratory study on the effects of tele-neurofeedback and tele-biofeedback on objective and subjective sleep in patients with primary insomnia. Applied Psychophysiology and Biofeedback 2010, 35:125-134.
36. De Gennaro L., Ferrara M. Sleep spindles: an overview. Sleep Medicine Reviews 2003, 7:423-440.
37. De Gennaro L., Ferrara M., Curcio G., Cristiani R. Antero-posterior EEG changes during the wakefulness-sleep transition. Clinical Neurophysiology 2001, 112:1901-1911.
38. De Gennaro L., Vecchio F., Ferrara M., Curcio G., Rossini P.M., Babiloni C. Changes in fronto-posterior functional coupling at sleep onset in humans. Journal of Sleep Research 2004, 13:209-217.
39. De Gennaro L., Vecchio F., Ferrara M., Curcio G., Rossini P.M., Babiloni C. Antero-posterior functional coupling at sleep onset: changes as a function of increased sleep pressure. Brain Research Bulletin 2005, 65:133-140.
40. DeBeus, R.J., Kaiser, D.A., 2011. Neurofeedback with children with attention deficit hyperactivity disorder: a randomized double-blind placebo-controlled study. In: Neurofeedback and Neuromodulation: Techniques and Applications. (Coben & Evans), Elsevier, pp. 127-152.
41. DeFrance J.F., Smith S., Schweitzer F.C., Ginsberg L., Sands S. Topographical analyses of attention disorders of childhood. International Journal of Neuroscience 1996, 87:41-61.
42. Dijk D.J., Hayes B., Czeisler C.A. Dynamics of electroencephalographic sleep spindles and slow wave activity in men: effect of sleep deprivation. Brain Research 1993, 626:190-199.
43. Dijk D.J., Roth C., Landolt H.P., Werth E., Aeppli M., Achermann P., Borbély A.A. Melatonin effect on daytime sleep in men: suppression of EEG low frequency activity and enhancement of spindle frequency activity. Neuroscience Letters 1995, 201:13-16.
44. Dijk D.J., Shanahan T.L., Duffy J.F., Ronda J.M., Czeisler C.A. Variation of electroencephalographic activity during non-rapid eye movement and rapid eye movement sleep with phase of circadian melatonin rhythm in humans. Journal of Physiology 1997, 505:851-858.
45. Doehnert M., Brandeis D., Straub M., Steinhausen H.C., Drechsler R. Slow cortical potential neurofeedback in attention deficit hyperactivity disorder: is there neurophysiological evidence for specific effects?. Journal of Neural Transmission 2008, 115:1445-1456.
46. Durup G., Fessard A. I. L'électrencéphalogramme de l'homme. Observations psycho-physiologiques relatives à l'action des stimuli visuels et auditifs. L'année. psychologique 1935, 36:1-32.
47. Elbert T., Rockstroh B., Lutzenberger W., Birbaumer N. Biofeedback of slow cortical potentials. I. Electroencephalography and Clinical Neurophysiology 1980, 48:293-301.
48. Erhart M., Döpfner M., Ravens-Sieberer U. Psychometric properties of two ADHD questionnaires: comparing the Conners' scale and the FBB-HKS in the general population of German children and adolescents-results of the BELLA study. European Child & Adolescent Psychiatry 2008, 17(Suppl. 1):106-115. BELLA study group.
49. Evans B.M. Sleep, consciousness and the spontaneous and evoked electrical activity of the brain. Is there a cortical integrating mechanism?. Clinical Neurophysiology 2003, 33:1-10.
50. Fallone G., Acebo C., Arnedt J.T., Seifer R., Carskadon M.A. Effects of acute sleep restriction on behavior, sustained attention, and response inhibition in children. Perceptual and Motor Skills 2001, 93:213-229.
51. Fallone G., Acebo C., Seifer R., Carskadon M.A. Experimental restriction of sleep opportunity in children: effects on teacher ratings. Sleep 2005, 28:1561-1567.
52. Faraone S.V., Buitelaar J. Comparing the efficacy of stimulants for ADHD in children and adolescents using meta-analysis. European Child & Adolescent Psychiatry 2009, 19:353-364.
53. Fetz E.E., Wyler A.R. Operantly conditioned firing patterns of epileptic neurons in the monkey motor cortex. Experimental Neurology 1973, 40:586-607.
54. Fuchs T., Birbaumer N., Lutzenberger W., Gruzelier J.H., Kaiser J. Neurofeedback treatment for attention-deficit/hyperactivity disorder in children: a comparison with methylphenidate. Applied Psychophysiology and Biofeedback 2003, 28:1-12.
55. Gani C., Birbaumer N., Strehl U. Long term effects after feedback of slow cortical potentials and of theta-beta-amplitudes in children with attentiondeficit/hyperactivity disorder (ADHD). International Journal of Bioelectromagnism 2008, 10:209-232.
56. Gevensleben H., Holl B., Albrecht B., Schlamp D., Kratz O., Studer P., Wangler S., Rothenberger A., Moll G.H., Heinrich H. Distinct EEG effects related to neurofeedback training in children with ADHD: a randomized controlled trial. International Journal of Psychophysiology 2009, 74:149-157.
57. Gevensleben H., Holl B., Albrecht B., Vogel C., Schlamp D., Kratz O., Studer P., Rothenberger A., Moll G.H., Heinrich H. Is neurofeedback an efficacious treatment for ADHD?. A randomised controlled clinical trial. Journal of Child Psychology and Psychiatry 2009, 50:780-789.
58. Gevensleben H., Holl B., Albrecht B., Schlamp D., Kratz O., Studer P., Rothenberger A., Moll G.H., Heinrich H. Neurofeedback training in children with ADHD: 6-month follow-up of a randomised controlled trial. European Child & Adolescent Psychiatry 2010, 19:715-724.
59. Golan N., Shahar E., Ravid S., Pillar G. Sleep disorders and daytime sleepiness in children with attention-deficit/hyperactive disorder. Sleep 2004, 27:261-266.
60. Gruzelier J. A theory of alpha/theta neurofeedback, creative performance enhancement, long distance functional connectivity and psychological integration. Cognitive Processing 2009, 10(Suppl. 1):S101-S109.
61. Gruzelier J., Inoue A., Smart R., Steed A., Steffert T. Acting performance and flow state enhanced with sensory-motor rhythm neurofeedback comparing ecologically valid immersive VR and training screen scenarios. Neuroscience Letters 2010, 480:112-116.
62. Hanslmayr S., Sauseng P., Doppelmayr M., Schabus M., Klimesch W. Increasing individual upper alpha power by neurofeedback improves cognitive performance in human subjects. Applied Psychophysiology and Biofeedback 2005, 30:1-10.
63. Hauri P. Treating psychophysiologic insomnia with biofeedback. Archives of General Psychiatry 1981, 38:752-758.
64. Hauri P.J., Percy L., Hellekson C., Hartmann E., Russ D. The treatment of psychophysiologic insomnia with biofeedback: a replication study. Biofeedback & Self Regulation 1982, 7:223-235.
65. Hegerl U., Himmerich H., Engmann B., Hensch T. Mania and attention-deficit/hyperactivity disorder: common symptomatology, common pathophysiology and common treatment?. Current Opinion in Psychiatry 2010, 23:1-7.
66. Heinrich H., Gevensleben H., Freisleder F.J., Moll G.H., Rothenberger A. Training of slow cortical potentials in attention-deficit/hyperactivity disorder: evidence for positive behavioral and neurophysiological effects. Biological Psychiatry 2004, 55:772-775.
67. Hoebert M., van der Heijden K.B., van Geijlswijk I.M., Smits M.G. Long-term follow-up of melatonin treatment in children with ADHD and chronic sleep onset insomnia. Journal of Pineal Reearch 2009, 47:1-7.
68. Hoedlmoser K., Pecherstorfer T., Gruber G., Anderer P., Doppelmayr M., Klimesch W., Schabus M. Instrumental conditioning of human sensorimotor rhythm (12-15Hz) and its impact on sleep as well as declarative learning. Sleep 2008, 31:1401-1408.
69. Holtmann M., Grasmann D., Cionek-Szpak E., Hager V., Panzner N., Beyer A., Poustka F., Stadler C. Spezifische Wirksamkeit von Neurofeedback auf die Impulsivität bei ADHS. Kindheit und Entwicklung 2009, 18:95-204.
70. Huang Y.S., Guilleminault C., Li H.Y., Yang C.M., Wu Y.Y., Chen N.H. Attention-deficit/hyperactivity disorder with obstructive sleep apnea: a treatment outcome study. Sleep Medicine 2007, 8:18-30.
71. Huber R., Määttä S., Esser S.K., Sarasso S., Ferrarelli F., Watson A., Ferreri F., Peterson M.J., Tononi G. Measures of cortical plasticity after transcranial paired associative stimulation predict changes in electroencephalogram slow-wave activity during subsequent sleep. Journal of Neuroscience 2008, 28:7911-7918.
72. Janzen T., Graap K., Stephanson S., Marshall W., Fitzsimmons G. Differences in baseline EEG measures for ADD and normally achieving preadolescent males. Biofeedback & Self Regulation 1995, 20:65-82.
73. Jasper H., Shagass C. Conditioning the occipital alpha rhythm in man. Journal of Experimental Psychology 1941, 28:373-387.
74. Kamiya J. Conscious control of brain waves. Psychology Today 1968, 1:56-60.
75. Kamiya J. The first communications about operant conditioning of the EEG. Journal of Neurotherapy 2011, 15:65-73.
76. Knott, J.R., Henry, C.E., 1941. The Conditioning of the Blocking of the Alpha Rhythm of the Human Electroencephalogram.
77. Koichi O. Superstitious behavior in humans. Journal of Experimental Analysis of Behavior 1987, 47:261-271.
78. Konofal E., Lecendreux M., Cortese S. Sleep and ADHD. Sleep Medicine 2010, 11:652-658.
79. Kropotov J.D., Grin-Yatsenko V.A., Ponomarev V.A., Chutko L.S., Yakovenko E.A., Nikishena I.S. ERPs correlates of EEG relative beta training in ADHD children. International Journal of Psychophysiology 2005, 55:23-34.
80. Kropotov J.D., Grin-Yatsenko V.A., Ponomarev V.A., Chutko L.S., Yakovenko E.A., Nikishena I.S. Changes in EEG spectrograms, event-related potentials and event-related desynchronization induced by relative beta training in ADHD children. Journal of Neurotherapy 2007, 11:3-11.
81. Kuperman S., Johnson B., Arndt S., Lindgren S., Wolraich M. Quantitative EEG differences in a nonclinical sample of children with ADHD and undifferentiated ADD. Journal of American Academy of Child and Adolesent Psychiatry 1996, 35:1009-1017.
82. Lansbergen M.M., van Dongen-Boomsma M., Buitelaar J.K., Slaats-Willemse D. ADHD and EEG-neurofeedback: a double-blind randomized placebo-controlled feasibility study. Journal of Neural Transmission 2011, 118:275-284.
83. Lazzaro I., Gordon E., Whitmont S., Plahn M., Li W., Clarke S., Dosen A., Meares R. Quantified EEG activity in adolescent attention deficit hyperactivity disorder. Clinical Electroencephalography 1998, 29:37-42.
84. Lazzaro I., Gordon E., Li W., Lim C.L., Plahn M., Whitmont S., Clarke S., Barry R.J., Dosen A., Meares R. Simultaneous EEG and EDA measures in adolescent attention deficit hyperactivity disorder. International Journal of Psychophysiology 1999, 34:123-134.
85. Leins U., Goth G., Hinterberger T., Klinger C., Rumpf N., Strehl U. Neurofeedback for children with ADHD: a comparison of SCP and Theta/Beta protocols. Applied Psychophysiology and Biofeedback 2007, 32:73-88.
86. Lévesque J., Beauregard M., Mensour B. Effect of neurofeedback training on the neural substrates of selective attention in children with attention-deficit/hyperactivity disorder: a functional magnetic resonance imaging study. Neuroscience Letters 2006, 394:216-221.
87. Lim J., Dinges D.F. A meta-analysis of the impact of short-term sleep deprivation on cognitive variables. Psychological Bulletin 2010, 136:375-389.
88. Linden M., Habib T., Radojevic V. A controlled study of the effects of EEG biofeedback on cognition and behavior of children with attention deficit disorder and learning disabilities. Biofeedback & Self Regulation 1996, 21:35-49.
89. Lofthouse, N., Arnold, L.E., Hurt, E., 2010. A comment on Sherlin, Arns, Lubar, and Sokhadze, 2010. Journal of Neurotherapy 14, 301-306.
90. Lofthouse N., Arnold L.E., Hersch S., Hurt E., Debeus R. A review of neurofeedback treatment for pediatric ADHD. Journal of Attenton Disorders 2011.
91. Loomis A.L., Harvey E.N., Hobart G. Potential rhythms of the cerebral cortex during sleep. Science 1935.
92. Loomis A.L., Harvey E.N., Hobart G. Electrical potentials of the human brain. Journal of Experimental Psychology 1936, 19:249.
93. Loomis A.L., Harvey E.N., Hobart G.A. Cerebral states during sleep as studied by human brain potentials. Journal of Experimental Psychology 1937, 21:127-144.
94. Lubar J.F., Shouse M.N. EEG and behavioral changes in a hyperkinetic child concurrent with training of the sensorimotor rhythm (SMR): a preliminary report. Biofeedback & Self Regulation 1976, 1:293-306.
95. Lutzenberger W., Elbert T., Rockstroh B., Birbaumer N. The effects of self-regulation of slow cortical potentials on performance in a signal detection task. International Journal of Neuroscience 1979, 9:175-183.
96. Mann C.A., Lubar J.F., Zimmerman A.W., Miller C.A., Muenchen R.A. Quantitative analysis of EEG in boys with attention-deficit-hyperactivity disorder: controlled study with clinical implications. Pediatric Neurology 1992, 8:30-36.
97. Marshall L., Molle M., Michaelsen S., Fehm H.L., Born J. Slow potential shifts at sleep-wake transitions and shifts between NREM and REM sleep. Sleep 1996, 19:145-151.
98. Marshall L., Mölle M., Born J. Spindle and slow wave rhythms at slow wave sleep transitions are linked to strong shifts in the cortical direct current potential. Neuroscience 2003, 121:1047-1053.
99. Marshall L., Mölle M., Siebner H.R., Born J. Bifrontal transcranial direct current stimulation slows reaction time in a working memory task. BMC Neuroscience 2005, 6:23.
100. Marshall L., Helgadóttir H., Mölle M., Born J. Boosting slow oscillations during sleep potentiates memory. Nature 2006, 444:610-613.
101. Matsuura M., Okubo Y., Toru M., Kojima T., He Y., Hou Y., Shen Y., Lee C.K. A cross-national EEG study of children with emotional and behavioral problems: a WHO collaborative study in the Western Pacific Region. Biological Psychiatry 1993, 34:59-65.
102. McAdam D.W., Irwin D.A., Rebert C.S., Knott J.R. Conative control of the contingent negative variation. Electroencephalography and Clinical Neurophysiology 1966, 21:194-195.
103. Miano S., Parisi P., Villa M.P. The sleep phenotypes of attention deficit hyperactivity disorder: the role of arousal during sleep and implications for treatment. Medical Hypotheses 2012, 10.1016/j.mehy.2012.04.020.
104. Miller J.C. Batch processing of 10,000 h of truck driver EEG data. Biological Psychology 1995, 40:209-222.
105. Molina B.S., Hinshaw S.P., Swanson J.M., Arnold L.E., Vitiello B., Jensen P.S., Epstein J.N., Hoza B., Hechtman L., Abikoff H.B., et al. The MTA at 8 years: prospective follow-up of children treated for combined-type ADHD in a multisite study. Journal of American Academy of Child and Adolescent Psychiatry 2009, 48:484-500.
106. Mölle M., Marshall L., Gais S., Born J. Grouping of spindle activity during slow oscillations in human non-rapid eye movement sleep. Journal of Neuroscience 2002, 22:10941-10947.
107. Monastra V.J., Monastra D.M., George S. The effects of stimulant therapy, EEG biofeedback, and parenting style on the primary symptoms of attention-deficit/hyperactivity disorder. Applied Psychophysiology and Biofeedback 2002, 27:231-249.
108. Nahmias J., Tansey M., Karetzky M.S. Asthmatic extrathoracic upper airway obstruction: laryngeal dyskinesis. New Jersey Medicine 1994, 91:616-620.
109. Niedermeyer E., Da Silva F.H.L. Electroencephalography: Basic Principles, Clinical Applications and Related Fields 2004, Lippincott Williams & Wilkins.
110. Olbrich S., Mulert C., Karch S., Trenner M., Leicht G., Pogarell O., Hegerl U. EEG-vigilance and BOLD effect during simultaneous EEG/fMRI measurement. NeuroImage 2009, 45:319-332.
111. Olbrich S., Sander C., Matschinger H., Mergl R., Trenner M., Schönknecht P., Hegerl U. Brain and body. Journal of Psychophysiology 2011, 25:190-200.
112. Olbrich S., Sander C., Minkwitz J., Chittka T., Mergl R., Hegerl U., Himmerich H. EEG vigilance regulation patterns and their discriminative power to separate patients with major depression from healthy controls. Neuropsychobiology 2012, 65:188-194.
113. Osterhagen L., Breteler M., van Luijtelaar G. Does arousal interfere with operant conditioning of spike-wave discharges in genetic epileptic rats?. Epilepsy Research 2010, 90:75-82.
114. Overtoom C.C.E., Bekker E.M., van der Molen M.W., Verbaten M.N., Kooij J.J.S., Buitelaar J.K., et al. Methylphenidate restores link between stop-signal sensory impact and successful stopping in adults with attention-deficit/hyperactivity disorder. Biological Psychiatry 2009, 65:614-619.
115. Perreau-Linck E., Lessard N., Lévesque J., Beauregard M. Effects of neurofeedback training on inhibitory capacities in ADHD children: a single-blind, randomized, placebo-controlled study. Journal of Neurotherapy 2010, 14:229-242.
116. Philippens I.H., Vanwersch R.A. Neurofeedback training on sensorimotor rhythm in marmoset monkeys. Neuroreport 2010.
117. Pineda J.A., Brang D., Hecht E., Edwards L., Carey S., Bacon M., Futagaki C., Suk D., Tom J., Birnbaum C., Rork A. Positive behavioral and electrophysiological changes following neurofeedback training in children with autism. Research in Autism Spectrum Disorders 2008, 2:557-581.
118. Pivik R.T., Harman K. A reconceptualization of EEG alpha activity as an index of arousal during sleep: all alpha activity is not equal. Journal of Sleep Research 1995, 4:131-137.
119. Posner M.I., Petersen S.E. The attention system of the human brain. Annual Review of Neuroscience 1990, 13:25-42.
120. Rechtschaffen A., Kales A. A Manual of Standardized Terminology Technics and Scoring Systems for Sleep of Human Subjects 1968, US Government Printing Office, Washington, DC.
121. Rockstroh B., Elbert T., Birbaumer N., Wolf P., Düchting-Röth A., Reker M., Daum I., Lutzenberger W., Dichgans J. Cortical self-regulation in patients with epilepsies. Epilepsy Research 1993, 14:63-72.
122. Ros, T., Moseley, M.J., Bloom, P.A., Benjamin, L., Parkinson, L A., Gruzelier, J.H., 2009. Optimizing microsurgical skills with EEG neurofeedback. BMC Neuroscience 10, 87. d.
123. Rossiter T. The effectiveness of neurofeedback and stimulant drugs in treating AD/HD: Part I. Review of methodological issues. Applied Psychophysiology and Biofeedback 2004, 29:95-112.
124. Rossiter T.R., La Vaque T.J. A comparison of EEG biofeedback and psychostimulants in treating attention deficit/hyperactivity disorders. Journal of Neurotherapy 1995, 1:48-59.
125. Roth B. The clinical and theoretical importance of EEG rhythms corresponding to states of lowered vigilance. Electroencephalography and Clinical Neurophysiology 1961, 13:395-399.
126. Rybak Y.E., McNeely H.E., Mackenzie B.E., Jain U.R., Levitan R.D. An open trial of light therapy in adult attention-deficit/hyperactivity disorder. Journal of Clinical Psychiatry 2006, 67:1527-1535.
127. Rybak Y.E., McNeely H.E., Mackenzie B.E., Jain U.R., Levitan R.D. Seasonality and circadian preference in adult attention-deficit/hyperactivity disorder: clinical and neuropsychological correlates. Comprehensive Psychiatry 2007, 48:562-571.
128. Sadeh A., Gruber R., Raviv A. The effects of sleep restriction and extension on school-age children: what a difference an hour makes. Child Development 2003, 74:444-455.
129. Sander C., Arns M., Olbrich S., Hegerl U. EEG-vigilance and response to stimulants in paediatric patients with attention deficit/hyperactivity disorder. Clinical Neurophysiology 2010, 121:1511-1518.
130. Schafer R.J., Moore T. Selective attention from voluntary control of neurons in prefrontal cortex. Science 2011, 332:1568-1571.
131. Sherlin L., Arns M., Lubar J.F., Sokhadze E. A position paper on neurofeedback for the treatment of ADHD. Journal of Neurotherapy 2010, 14:66-78.
132. Sherlin L., Arns M., Lubar J., Sokhadze E. A reply to Lofthouse, Arnold, and Hurt 2010. Journal of Neurotherapy 2010, 14:307-311.
133. Sherlin L., Arns M., Lubar J., Heinrich H., Kerson C., Strehl U., Sterman M.B. Neurofeedback and basic learning theory: implications for research and practice. Journal of Neurotherapy 2011, 15:292-304.
134. Shibata K., Watanabe T., Sasaki Y., Kawato M. Perceptual learning incepted by decoded fMRI neurofeedback without stimulus presentation. Science 2011, 334:1413-1415.
135. Silvestri R., Gagliano A., Aricò I., Calarese T., Cedro C., Bruni O., Condurso R., Germanò E., Gervasi G., Siracusano R., et al. Sleep disorders in children with Attention-Deficit/Hyperactivity Disorder (ADHD) recorded overnight by video-polysomnography. Sleep Medicine 2009, 10:1132-1138.
136. Sinha S.R. Basic mechanisms of sleep and epilepsy. Journal of Clinical Neurophysiology 2011, 28:103-110.
137. Skinner B.F. Superstition in the pigeon. Psychology 1948, 38:168-172.
138. Smits M.G., Nagtegaal E.E., van der Heijden J., Coenen A.M.L., Kerkhof G.A. Melatonin for chronic sleep onset insomnia in children: a randomized placebo-controlled trial. Journal of Child Neurology 2001, 16:86.
139. Steiner N.J., Sheldrick R.C., Gotthelf D., Perrin E.C. Computer-based attention training in the schools for children with attention deficit/hyperactivity disorder: a preliminary trial. Clinical Pediatrics 2011, 50:615-622.
140. Steriade M., Amzica F. Coalescence of sleep rhythms and their chronology in corticothalamic networks. Sleep Research Online 1998, 1:1-10.
141. Sterman M.B., Egner T. Foundation and practice of neurofeedback for the treatment of epilepsy. Applied Psychophysiology and Biofeedback 2006, 31:21-35.
142. Sterman M.B., Friar L. Suppression of seizures in an epileptic following sensorimotor EEG feedback training. Electroencephalography and Clinical Neurophysiology 1972, 33:89-95.
143. Sterman, M.B., LoPresti, R.W., Fairchild, M.D., 1969. Electroencephalographic and Behavioral Studies of Monomethylhydrazine Toxicity in the Cat. Aerospace Medical Research Laboratory Report.
144. Sterman M.B., Howe R.C., Macdonald L.R. Facilitation of spindle-burst sleep by conditioning of electroencephalographic activity while awake. Science 1970, 167:1146-1148.
145. Sterman M.B., LoPresti R.W., Fairchild M.D. Electroencephalographic and behavioral studies of monomethylhydrazine toxicity in the cat. Journal of Neurotherapy 2010, 14:293-300.
146. Stevens J.R., Stevens C.M. Cyclic conditioning of epileptic discharges. Electroencephalography and Clinical Neurophysiology 1960, 12:705-714.
147. Stevens J.R., Milstein V.M., Dodds S.A. Endogenous spike discharges as conditioned stimuli in man. Electroencephalography and Clinical Neurophysiology 1967, 23:57-66.
148. Strehl U., Leins U., Goth G., Klinger C., Hinterberger T., Birbaumer N. Self-regulation of slow cortical potentials: a new treatment for children with attention-deficit/hyperactivity disorder. Pediatrics 2006, 118:e1530-e1540.
149. Strijkstra A.M., Beersma D.G., Drayer B., Halbesma N., Daan S. Subjective sleepiness correlates negatively with global alpha (8-12Hz) and positively with central frontal theta (4-8Hz) frequencies in the human resting awake electroencephalogram. Neuroscience Letters 2003, 340:17-20.
150. Tan G., Thornby J., Hammond D.C., Strehl U., Canady B., Arnemann K., Kaiser D.A. Meta-analysis of EEG biofeedback in treating epilepsy. Clinical EEG & Neuroscience 2009, 40:173-179.
151. Tanaka H., Hayashi M., Hori T. Statistical features of hypnagogic EEG measured by a new scoring system. Sleep 1996, 19:731-738.
152. Tanaka H., Hayashi M., Hori T. Topographical characteristics and principal component structure of the hypnagogic EEG. Sleep 1997, 20:523-534.
153. The Collaborative Neurofeedback Group, Arnold, L.E., Arns, M., Conners, K., DeBeus, R., Hirshberg, L., Kerson, C., Kraemer, H., Lofthouse, N., Lubar, J., McBurnett, K., Monastra, V. A proposed multi-site double-blind randomized clinical trial of neurofeedback for ADHD: need, rationale and strategy. Journal of Attenton Disorder, submitted for publication.
154. Timofeev I., Grenier F., Bazhenov M., Sejnowski T.J., Steriade M. Origin of slow cortical oscillations in deafferented cortical slabs. Cerebral Cortex 2000, 10:1185-1199.
155. Ulrich G., Fürstenberg U. Quantitative assessment of dynamic electroencephalogram (EEG) organization as a tool for subtyping depressive syndromes. European Psychiatry 1999, 14:217-229.
156. Van der Heijden K.B., Smits M.G., Van Someren E.J., Gunning W.B. Idiopathic chronic sleep onset insomnia in attention-deficit/hyperactivity disorder: a circadian rhythm sleep disorder. Chronobiology International 2005, 22:559-570.
157. van der Heijden K.B., Smits M.G., Gunning W.B. Sleep hygiene and actigraphically evaluated sleep characteristics in children with ADHD and chronic sleep onset insomnia. Journal of Sleep Research 2006, 15:55-62.
158. Van der Heijden K.B., Smits M.G., Van Someren E.J., Ridderinkhof K.R., Gunning W.B. Effect of melatonin on sleep, behavior, and cognition in ADHD and chronic sleep-onset insomnia. Journal of American Academy of Child and Adolescent Psychiatry 2007, 46:233-241.
159. Van Dongen H.P., Maislin G., Mullington J.M., Dinges D.F. The cumulative cost of additional wakefulness: dose-response effects on neurobehavioral functions and sleep physiology from chronic sleep restriction and total sleep deprivation. Sleep 2003, 26:117-126.
160. Van Veen M.M., Kooij J.J., Boonstra A.M., Gordijn M.C., Van Someren E.J. Delayed circadian rhythm in adults with attention-deficit/hyperactivity disorder and chronic sleep-onset insomnia. Biological Psychiatry 2010, 67:1091-1096.
161. Walters A.S., Mandelbaum D.E., Lewin D.S., Kugler S., England S.J., Miller M. Dopaminergic therapy in children with restless legs/periodic limb movements in sleep and ADHD. Dopaminergic Therapy Study Group. Pediatric Neurology 2000, 22:182-186.
162. Walters A.S., Silvestri R., Zucconi M., Chandrashekariah R., Konofal E. Review of the possible relationship and hypothetical links between attention deficit hyperactivity disorder (ADHD) and the simple sleep related movement disorders, parasomnias, hypersomnias, and circadian rhythm disorders. Journal of Clinical Sleep Medicine 2008, 4:591-600.
163. Wangler S., Gevensleben H., Albrecht B., Studer P., Rothenberger A., Moll G.H., Heinrich H. Neurofeedback in children with ADHD: specific event-related potential findings of a randomized controlled trial. Clinical Neurophysiology 2011, 122:942-950.
164. Wyler A.R., Fetz E.E., Ward A.A. Effects of operantly conditioning epileptic unit activity on seizure frequencies and electrophysiology of neocortical experimental foci. Experimental Neurology 1974, 44:113-125.
165. Wyrwicka W., Sterman M.B. Instrumental conditioning of sensorimotor cortex EEG spindles in the waking cat. Physiology and Behavior 1968, 3:703-707.
166. Zoefel B., Huster R.J., Herrmann C.S. Neurofeedback training of the upper alpha frequency band in EEG improves cognitive performance. NeuroImage 2011, 54:1427-1431.