EEG-Biofeedback as a Tool to Modulate Arousal: Trends and Perspectives for Treatment of ADHD and Insomnia

EEG-biofeedback (EBF) is a method to provide information about a person’s brain state using real-time processing of electroencephalographic data (Budzynski, 1973; Morin, 2006). The idea behind EBF training is that by giving the participant access to a physiological state she will be able to modulate this state in a desired direction. As such EBF makes use of a brain-computer interface (BCI), in itself a field of study that has seen rapidly growing interest over recent years (Felton et al., 2007; Kubler, Kotchoubey et al., 2001; Leuthardt et al., 2006; Schalk et al., 2007). There is a distinction between using BCI to gain control over an external device or to use it to modify the internal state of the user. The former has seen fascinating applications in facilitating control of prosthetics (Nicolelis, 2003) or in offering new channels of communication to the paralysed (Birbaumer et al., 1999; Krusienski et al., 2006; Krusienski et al., 2008). EEG biofeedback belongs to the latter category as it aims to provide a means for the user to modify her own cognition or behaviour through feedback on specific EEG characteristics (Fig. 1). EBF therapy should, after repeated training, result in improved brain states or an effective internalized strategy to invoke such a brain state. EEG-biofeedback (EBF) was first used in operant conditioning studies on cats in the 1960s. By rewarding the generation of the sensori-motor rhythm (SMR, Table 1), cats learned to increase SMR by suppression of voluntary movement (Roth et al., 1967; Sterman et al., 1969; Sterman & Wyrwicka, 1967; Wyrwicka & Sterman, 1968). Interestingly, a lasting effect of the biofeedback training became apparent when the same cats were later used in a doseresponse study of an epileptogenic compound in which they showed significantly elevated seizure thresholds (Sterman, 1977; Sterman et al., 1969). These serendipitous findings motivated the use of biofeedback in research on humans with epilepsy (Sterman, 2006). Because the EEG is altered in several other disorders, biofeedback research has expanded to a range of clinical disorders including addiction (Passini et al., 1977; Peniston & Kulkosky, 1989; Saxby & Peniston, 1995), anxiety (Angelakis et al., 2007), attention-

[1]  Dana R Epstein,et al.  Sleep disorders , 2018, Oxford Scholarship Online.

[2]  S. Makeig,et al.  Clinical Utility of EEG in Attention-Deficit/Hyperactivity Disorder: A Research Update , 2012, Neurotherapeutics.

[3]  M. Sterman,et al.  ELECTROENCEPHALOGRAPHIC AND BEHAVIORAL STUDIES OF MONOMETHYLHYDRAZINE TOXICITY IN THE CAT , 2010 .

[4]  J. Leon Kenemans,et al.  The effectiveness of EEG-feedback on attention, impulsivity and EEG: A sham feedback controlled study , 2010, Neuroscience Letters.

[5]  S. Faraone,et al.  A comparison of the efficacy of medications for adult attention-deficit/hyperactivity disorder using meta-analysis of effect sizes. , 2010, The Journal of clinical psychiatry.

[6]  Raymond Cluydts,et al.  An Exploratory Study on the Effects of Tele-neurofeedback and Tele-biofeedback on Objective and Subjective Sleep in Patients with Primary Insomnia , 2010, Applied psychophysiology and biofeedback.

[7]  H. Heinrich,et al.  Neurofeedback training in children with ADHD: 6-month follow-up of a randomised controlled trial , 2010, European Child & Adolescent Psychiatry.

[8]  R. Manber,et al.  Insomnia and its effective non-pharmacologic treatment. , 2010, The Medical clinics of North America.

[9]  J. Buitelaar,et al.  Comparing the efficacy of stimulants for ADHD in children and adolescents using meta-analysis , 2010, European Child & Adolescent Psychiatry.

[10]  R. Barry,et al.  Electroencephalogram θ/β Ratio and Arousal in Attention-Deficit/Hyperactivity Disorder: Evidence of Independent Processes , 2009, Biological Psychiatry.

[11]  H. Heinrich,et al.  Is neurofeedback an efficacious treatment for ADHD? A randomised controlled clinical trial. , 2009, Journal of child psychology and psychiatry, and allied disciplines.

[12]  M. Arns,et al.  Efficacy of Neurofeedback Treatment in ADHD: The Effects on Inattention, Impulsivity and Hyperactivity: A Meta-Analysis , 2009, Clinical EEG and neuroscience.

[13]  M. Gill,et al.  Delay and reward choice in ADHD: an experimental test of the role of delay aversion. , 2009, Neuropsychology.

[14]  J. Swanson,et al.  The MTA at 8 years: prospective follow-up of children treated for combined-type ADHD in a multisite study. , 2009, Journal of the American Academy of Child and Adolescent Psychiatry.

[15]  M. Holtmann,et al.  Spezifische Wirksamkeit von Neurofeedback auf die Impulsivität bei ADHS , 2009 .

[16]  Daniel J Buysse,et al.  Relationships between the Pittsburgh Sleep Quality Index (PSQI), Epworth Sleepiness Scale (ESS), and clinical/polysomnographic measures in a community sample. , 2008, Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine.

[17]  Anne Germain,et al.  EEG spectral analysis in primary insomnia: NREM period effects and sex differences. , 2008, Sleep.

[18]  G. Tononi,et al.  Consciousness and Anesthesia , 2008, Science.

[19]  Wolfgang Klimesch,et al.  Instrumental conditioning of human sensorimotor rhythm (12-15 Hz) and its impact on sleep as well as declarative learning. , 2008, Sleep.

[20]  W. Pelham,et al.  Attention-Deficit/Hyperactivity Disorder ADHD , 2008, Plain Language Pediatrics.

[21]  D. Brandeis,et al.  Slow cortical potential neurofeedback in attention deficit hyperactivity disorder: is there neurophysiological evidence for specific effects? , 2008, Journal of Neural Transmission.

[22]  J. Pineda,et al.  Positive behavioral and electrophysiological changes following neurofeedback training in children with autism , 2008 .

[23]  E. W. Sellers,et al.  Toward enhanced P300 speller performance , 2008, Journal of Neuroscience Methods.

[24]  C. Espie Understanding insomnia through cognitive modelling. , 2007, Sleep medicine.

[25]  J. Wolpaw,et al.  Decoding two-dimensional movement trajectories using electrocorticographic signals in humans , 2007, Journal of neural engineering.

[26]  Robert Coben,et al.  Assessment-Guided Neurofeedback for Autistic Spectrum Disorder , 2007 .

[27]  Thilo Hinterberger,et al.  Neurofeedback for Children with ADHD: A Comparison of SCP and Theta/Beta Protocols , 2007, Applied psychophysiology and biofeedback.

[28]  S. Linton,et al.  Psychological mechanisms in the maintenance of insomnia: arousal, distress, and sleep-related beliefs. , 2007, Behaviour research and therapy.

[29]  J. A. Wilson,et al.  Electrocorticographically controlled brain-computer interfaces using motor and sensory imagery in patients with temporary subdural electrode implants. Report of four cases. , 2007, Journal of neurosurgery.

[30]  J. Kounios,et al.  EEG Neurofeedback: A Brief Overview and an Example of Peak Alpha Frequency Training for Cognitive Enhancement in the Elderly , 2007, The Clinical neuropsychologist.

[31]  N. Birbaumer,et al.  Self-regulation of Slow Cortical Potentials: A New Treatment for Children With Attention-Deficit/Hyperactivity Disorder , 2006, Pediatrics.

[32]  Daniel J Buysse,et al.  Psychological and behavioral treatment of insomnia:update of the recent evidence (1998-2004). , 2006, Sleep.

[33]  C. Alessi,et al.  Practice parameters for the psychological and behavioral treatment of insomnia: an update. An american academy of sleep medicine report. , 2006, Sleep.

[34]  Dean J Krusienski,et al.  A comparison of classification techniques for the P300 Speller , 2006, Journal of neural engineering.

[35]  Klaus-Robert Müller,et al.  Combined Optimization of Spatial and Temporal Filters for Improving Brain-Computer Interfacing , 2006, IEEE Transactions on Biomedical Engineering.

[36]  R. Cluydts,et al.  Neurophysiological aspects of primary insomnia: implications for its treatment. , 2006, Sleep medicine reviews.

[37]  C. Morin Combined therapeutics for insomnia: should our first approach be behavioral or pharmacological? , 2006, Sleep medicine.

[38]  Manuel Schabus,et al.  The Significance of Sigma Neurofeedback Training on Sleep Spindles and Aspects of Declarative Memory , 2006, Applied psychophysiology and biofeedback.

[39]  Lin He,et al.  Meta-analysis shows significant association between dopamine system genes and attention deficit hyperactivity disorder (ADHD). , 2006, Human molecular genetics.

[40]  Jiping He,et al.  Journal of Neuroengineering and Rehabilitation Open Access Recent Developments in Biofeedback for Neuromotor Rehabilitation Review of Early Biofeedback Therapy Current Developments in Biofeedback in Neurorehabilitation Table 1: Function of Basic Modules in Multisensing Biofeedback Systems for Task T , 2022 .

[41]  Rajesh P. N. Rao,et al.  Electrocorticography-based brain computer Interface-the seattle experience , 2006, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

[42]  E. Gordon,et al.  Integrative neuroscience approach to predict ADHD stimulant response , 2006, Expert review of neurotherapeutics.

[43]  V. Kumari Do psychotherapies produce neurobiological effects? , 2006, Acta Neuropsychiatrica.

[44]  Johanne Lévesque,et al.  Functional Magnetic Resonance Imaging Investigation of the Effects of Neurofeedback Training on the Neural Bases of Selective Attention and Response Inhibition in Children with Attention-Deficit/Hyperactivity Disorder , 2006, Applied psychophysiology and biofeedback.

[45]  B. Mensour,et al.  Effect of neurofeedback training on the neural substrates of selective attention in children with attention-deficit/hyperactivity disorder: A functional magnetic resonance imaging study , 2006, Neuroscience Letters.

[46]  D. Vernon Can Neurofeedback Training Enhance Performance? An Evaluation of the Evidence with Implications for Future Research , 2005, Applied psychophysiology and biofeedback.

[47]  M. Bonnet,et al.  Impact of motivation on Multiple Sleep Latency Test and Maintenance of Wakefulness Test measurements. , 2005, Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine.

[48]  D. Hammond,et al.  Neurofeedback Treatment of Depression and Anxiety , 2005 .

[49]  Vincent J Monastra,et al.  Electroencephalographic Biofeedback in the Treatment of Attention-Deficit/Hyperactivity Disorder , 2005, Applied psychophysiology and biofeedback.

[50]  R. Bootzin,et al.  Derivation of research diagnostic criteria for insomnia: report of an American Academy of Sleep Medicine Work Group. , 2004, Sleep.

[51]  Thomas R. Rossiter The Effectiveness of Neurofeedback and Stimulant Drugs in Treating AD/HD: Part II. Replication , 2004, Applied psychophysiology and biofeedback.

[52]  David Vernon,et al.  Neurofeedback as a Treatment for ADHD: A Methodological Review with Implications for Future Research , 2004 .

[53]  R. Schachar,et al.  Stimulant treatment over five years: adherence, effectiveness, and adverse effects. , 2004, Journal of the American Academy of Child and Adolescent Psychiatry.

[54]  Gregory G. Brown,et al.  Increasing task difficulty facilitates the cerebral compensatory response to total sleep deprivation. , 2004, Sleep.

[55]  Aribert Rothenberger,et al.  Training of slow cortical potentials in attention-deficit/hyperactivity disorder: evidence for positive behavioral and neurophysiological effects , 2004, Biological Psychiatry.

[56]  Christopher Drake,et al.  Vulnerability to stress-related sleep disturbance and hyperarousal. , 2004, Sleep.

[57]  C. Morin,et al.  Precipitating Factors of Insomnia , 2004, Behavioral sleep medicine.

[58]  I. Beale,et al.  EEG biofeedback vs. placebo treatment for Attention-Deficit/Hyperactivity Disorder: A pilot study , 2003, Journal of attention disorders.

[59]  T. Egner,et al.  Ecological validity of neurofeedback: modulation of slow wave EEG enhances musical performance , 2003, Neuroreport.

[60]  R. Hargreaves,et al.  Clinical biomarkers in drug discovery and development , 2003, Nature Reviews Drug Discovery.

[61]  Julie Carrier,et al.  Sleep EEG power spectra, insomnia, and chronic use of benzodiazepines. , 2003, Sleep.

[62]  Miguel A. L. Nicolelis,et al.  Brain–machine interfaces to restore motor function and probe neural circuits , 2003, Nature Reviews Neuroscience.

[63]  M. Steriade The corticothalamic system in sleep. , 2003, Frontiers in bioscience : a journal and virtual library.

[64]  Werner Lutzenberger,et al.  Neurofeedback Treatment for Attention-Deficit/Hyperactivity Disorder in Children: A Comparison with Methylphenidate , 2003, Applied psychophysiology and biofeedback.

[65]  R. Barry,et al.  A review of electrophysiology in attention-deficit/hyperactivity disorder: II. Event-related potentials , 2003, Clinical Neurophysiology.

[66]  R. Barry,et al.  A review of electrophysiology in attention-deficit/hyperactivity disorder: I. Qualitative and quantitative electroencephalography , 2003, Clinical Neurophysiology.

[67]  Vincent J Monastra,et al.  The Effects of Stimulant Therapy, EEG Biofeedback, and Parenting Style on the Primary Symptoms of Attention-Deficit/Hyperactivity Disorder , 2002, Applied psychophysiology and biofeedback.

[68]  Tobias Egner,et al.  EEG Signature and Phenomenology of Alpha/theta Neurofeedback Training Versus Mock Feedback , 2002, Applied psychophysiology and biofeedback.

[69]  A. Krystal,et al.  NREM sleep EEG frequency spectral correlates of sleep complaints in primary insomnia subtypes. , 2002, Sleep.

[70]  P. Lehrer,et al.  Template for Developing Guidelines for the Evaluation of the Clinical Efficacy of Psychophysiological Interventions , 2002, Applied psychophysiology and biofeedback.

[71]  Christopher R. Brown,et al.  EEG evidence for a new conceptualisation of attention deficit hyperactivity disorder , 2002, Clinical Neurophysiology.

[72]  Maurice M Ohayon,et al.  Epidemiology of insomnia: what we know and what we still need to learn. , 2002, Sleep medicine reviews.

[73]  A. Harvey,et al.  The management of unwanted pre-sleep thoughts in insomnia: distraction with imagery versus general distraction. , 2002, Behaviour research and therapy.

[74]  D. Giles,et al.  Beta EEG activity and insomnia. , 2001, Sleep medicine reviews.

[75]  M. Perlis Response to "Do increases in beta EEG activity uniquely reflect insomnia?" (C. H. Bastein and M. H. Bonnet). , 2001, Sleep medicine reviews.

[76]  B. Alsop,et al.  Sensitivity to reward delay in children with attention deficit hyperactivity disorder (ADHD). , 2001, Journal of child psychology and psychiatry, and allied disciplines.

[77]  L. Opler,et al.  EEG Biofeedback Treatment of ADD , 2001 .

[78]  J. Wolpaw,et al.  Brain-computer communication: unlocking the locked in. , 2001, Psychological bulletin.

[79]  Robert J Barry,et al.  Age and sex effects in the EEG: differences in two subtypes of attention-deficit/hyperactivity disorder , 2001, Clinical Neurophysiology.

[80]  H. Feldman,et al.  Prevalence and assessment of attention-deficit/hyperactivity disorder in primary care settings. , 2001, Pediatrics.

[81]  D. Giles,et al.  Beta/Gamma EEG activity in patients with primary and secondary insomnia and good sleeper controls. , 2001, Sleep.

[82]  M. Siniatchkin,et al.  Neurofeedback—The Significance of Reinforcement and the Search for an Appropriate Strategy for the Success of Self-regulation , 2000, Applied psychophysiology and biofeedback.

[83]  D. Carmody,et al.  EEG Biofeedback Training and Attention-Deficit/Hyperactivity Disorder in an Elementary School Setting , 2000 .

[84]  D J Buysse,et al.  Nonpharmacologic treatment of chronic insomnia. An American Academy of Sleep Medicine review. , 1999, Sleep.

[85]  C. Espie Cognitive behaviour therapy as the treatment of choice for primary insomnia. , 1999, Sleep medicine reviews.

[86]  P. Schweitzer,et al.  Ten-year trends in the pharmacological treatment of insomnia. , 1999, Sleep.

[87]  H. Flor,et al.  A spelling device for the paralysed , 1999, Nature.

[88]  L. Thompson,et al.  Neurofeedback Combined with Training in Metacognitive Strategies: Effectiveness in Students with ADD , 1998, Applied psychophysiology and biofeedback.

[89]  J. Gaillard,et al.  Spectral characteristics of sleep EEG in chronic insomnia , 1998, The European journal of neuroscience.

[90]  M. Tafti,et al.  Homeostatic process and sleep spindles in patients with sleep-maintenance insomnia: effect of partial (21 h) sleep deprivation. , 1998, Electroencephalography and clinical neurophysiology.

[91]  Thomas R. Rossiter Patient-Directed Neurofeedback for AD/HD , 1998 .

[92]  D. Efron,et al.  Side effects of methylphenidate and dexamphetamine in children with attention deficit hyperactivity disorder: a double-blind, crossover trial. , 1997, Pediatrics.

[93]  M H Bonnet,et al.  Physiological Activation in Patients With Sleep State Misperception , 1997, Psychosomatic medicine.

[94]  J. D. Ball,et al.  Sleep patterns among children with attention-deficit hyperactivity disorder: a reexamination of parent perceptions. , 1997, Journal of pediatric psychology.

[95]  Michael Linden,et al.  A controlled study of the effects of EEG biofeedback on cognition and behavior of children with attention deficit disorder and learning disabilities , 1996, Biofeedback and self-regulation.

[96]  E. Saxby,et al.  Alpha-theta brainwave neurofeedback training: an effective treatment for male and female alcoholics with depressive symptoms. , 1995, Journal of clinical psychology.

[97]  T. Fowler,et al.  EEG Biofeedback: A New Treatment Option for ADD/ADHD , 1995 .

[98]  R D Ogilvie,et al.  Electrophysiological changes during the sleep onset period of psychophysiological insomniacs, psychiatric insomniacs, and normal sleepers. , 1995, Sleep.

[99]  Thomas R. Rossiter,et al.  A Comparison of EEG Biofeedback and Psychostimulants in Treating Attention Deficit/Hyperactivity Disorders , 1995 .

[100]  J. Lubar,et al.  Evaluation of the effectiveness of EEG neurofeedback training for ADHD in a clinical setting as measured by changes in T.O.V.A. scores, behavioral ratings, and WISC-R performance , 1995, Biofeedback and self-regulation.

[101]  K. Greenwood,et al.  Identifying effective psychological treatments for insomnia: a meta-analysis. , 1995, Journal of consulting and clinical psychology.

[102]  C. Morin,et al.  Nonpharmacological interventions for insomnia: a meta-analysis of treatment efficacy. , 1994, The American journal of psychiatry.

[103]  G. D. Jacobs,et al.  Home-based central nervous system assessment of a multifactor behavioral intervention for chronic sleep-onset insomnia* , 1993 .

[104]  Francis M. Crinella,et al.  Effect of Stimulant Medication on Children with Attention Deficit Disorder: A “Review of Reviews” , 1993 .

[105]  D. Contreras,et al.  The slow (< 1 Hz) oscillation in reticular thalamic and thalamocortical neurons: scenario of sleep rhythm generation in interacting thalamic and neocortical networks , 1993, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[106]  J. Gaillard,et al.  The EEG of the sleep onset period in insomnia: A discriminant analysis , 1992, Physiology & Behavior.

[107]  J. Lubar Discourse on the development of EEG diagnostics and biofeedback for attention-deficit/hyperactivity disorders , 1991, Biofeedback and self-regulation.

[108]  Larry B. Silver,et al.  Attention Deficit Hyperactivity Disorder. A Handbook for Diagnosis and Treatment , 1991 .

[109]  P. Venables,et al.  Relationships between central and autonomic measures of arousal at age 15 years and criminality at age 24 years. , 1990, Archives of general psychiatry.

[110]  E. Peniston,et al.  Alpha-theta brainwave training and beta-endorphin levels in alcoholics. , 1989, Alcoholism, clinical and experimental research.

[111]  R. Freedman,et al.  EEG power spectra in sleep-onset insomnia. , 1986, Electroencephalography and clinical neurophysiology.

[112]  J. Lubar,et al.  Electroencephalographic biofeedback of SMR and beta for treatment of attention deficit disorders in a clinical setting , 1984, Biofeedback and self-regulation.

[113]  M. Steriade,et al.  Discharge rate and excitability of cortically projecting intralaminar thalamic neurons during waking and sleep states , 1982, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[114]  E Hartmann,et al.  The treatment of psychophysiologic insomnia with biofeedback: A replication study , 1982, Biofeedback and self-regulation.

[115]  H. A. Mcallister,et al.  Motivation and skin temperature biofeedback: Yerkes-Dobson revisited. , 1982, Psychophysiology.

[116]  W. Rickles,et al.  Task force study section report , 1982, Biofeedback and self-regulation.

[117]  P. Hauri Treating psychophysiologic insomnia with biofeedback. , 1981, Archives of general psychiatry.

[118]  J. S. Bell,et al.  The use of EEG theata biofeedback in the treatment of a patient with sleep-onset insomnia , 1979, Biofeedback and self-regulation.

[119]  J. Lubar,et al.  EEG and behavioral changes in a hyperkinetic child concurrent with training of the sensorimotor rhythm (SMR) , 1976, Biofeedback and self-regulation.

[120]  D. Meichenbaum,et al.  Cognitive factors in biofeedback therapy , 1976, Biofeedback and self-regulation.

[121]  D. Cantwell,et al.  Pathophysiology of the hyperactive child syndrome. , 1974, Archives of general psychiatry.

[122]  Budzynski Th Biofeedback procedures in the clinic. , 1973 .

[123]  M B Sterman,et al.  Suppression of seizures in an epileptic following sensorimotor EEG feedback training. , 1972, Electroencephalography and clinical neurophysiology.

[124]  M B Sterman,et al.  Facilitation of Spindle-Burst Sleep by Conditioning of Electroencephalographic Activity While Awake , 1970, Science.

[125]  E. Wolpert A Manual of Standardized Terminology, Techniques and Scoring System for Sleep Stages of Human Subjects. , 1969 .

[126]  M. Sterman,et al.  Instrumental conditioning of sensorimotor cortex EEG spindles in the waking cat. , 1968 .

[127]  M. Sterman,et al.  Comparison of EEG correlates of reinforcement, internal inhibition and sleep. , 1967, Electroencephalography and clinical neurophysiology.

[128]  M B Sterman,et al.  EEG correlates of sleep: evidence for separate forebrain substrates. , 1967, Brain research.

[129]  M. Bonnet Hyperarousal and insomnia. , 2010, Sleep medicine reviews.

[130]  C. Morin,et al.  The economic burden of insomnia: direct and indirect costs for individuals with insomnia syndrome, insomnia symptoms, and good sleepers. , 2009, Sleep.

[131]  R. Barry,et al.  Spontaneous EEG Oscillations in Children, Adolescents, and Adults Typical Development, and Pathological Aspects in Relation to AD/HD , 2009 .

[132]  Cihan Gani,et al.  Long term effects after feedback of slow cortical potentials and of theta-beta-amplitudes in children with attention-deficit/hyperactivity disorder (ADHD) , 2009 .

[133]  D. Kaiser Efficacy of Neurofeedback on Adults with Attentional Deficit and Related Disorders , 2009 .

[134]  Sérgio Tufik,et al.  [Nonpharmacologic treatment of chronic insomnia]. , 2007, Revista brasileira de psiquiatria.

[135]  Hartmut Heinrich,et al.  Annotation: neurofeedback - train your brain to train behaviour. , 2007, Journal of child psychology and psychiatry, and allied disciplines.

[136]  T. Egner,et al.  Validating the efficacy of neurofeedback for optimising performance. , 2006, Progress in brain research.

[137]  W. O'donohue,et al.  Practitioner's guide to evidence based psychotherapy , 2006 .

[138]  E. V. van Someren,et al.  Mechanisms and functions of coupling between sleep and temperature rhythms. , 2006, Progress in brain research.

[139]  Vincent J Monastra,et al.  Electroencephalographic biofeedback (neurotherapy) as a treatment for attention deficit hyperactivity disorder: rationale and empirical foundation. , 2005, Child and adolescent psychiatric clinics of North America.

[140]  Valery A Ponomarev,et al.  ERPs correlates of EEG relative beta training in ADHD children. , 2005, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

[141]  E. Nofzinger What can neuroimaging findings tell us about sleep disorders? , 2004, Sleep medicine.

[142]  J. S. BelV The Use of EEG Theta Biofeedback in the Treatment of a Patient with Sleep-Onset Insomnia 1 , 2004 .

[143]  T. Egner,et al.  The effect of training distinct neurofeedback protocols on aspects of cognitive performance. , 2003, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

[144]  J. P. Kline,et al.  A Cacophony in the Brainwaves: A Critical Appraisal of Neurotherapy for Attention-Deficit Disorders. , 2002 .

[145]  K. Lushington,et al.  Non-pharmacological treatments of insomnia. , 2002, The Israel journal of psychiatry and related sciences.

[146]  U Hegerl,et al.  Event-related potentials: Do they reflect central serotonergic neurotransmission and do they predict clinical response to serotonin agonists? , 2001 .

[147]  D. Kaiser,et al.  Effect of Neurofeedback on Variables of Attention in a Large Multi-Center Trial , 2000 .

[148]  P. Hauri,et al.  An American Academy of Sleep Medicine Review , 2000 .

[149]  M. Stein Unravelling sleep problems in treated and untreated children with ADHD. , 1999, Journal of child and adolescent psychopharmacology.

[150]  M. Tafti,et al.  Homeostatic process and sleep spindles in patients with sleep-maintenance insomnia: effect of partial (21 h) sleep deprivation. , 1998, Electroencephalography and clinical neurophysiology.

[151]  Russell A. Barkley,et al.  Attention-deficit hyperactivity disorder: A handbook for diagnosis and treatment, 2nd ed. , 1998 .

[152]  Joel P Rosenfeld,et al.  The Clinical Use of An Alpha Asymmetry Protocol in the Neurofeedback Treatment of Depression: Two Case Studies , 1997 .

[153]  C A Mann,et al.  Quantitative analysis of EEG in boys with attention-deficit-hyperactivity disorder: controlled study with clinical implications. , 1992, Pediatric neurology.

[154]  E. Peniston,et al.  Alpha-Theta Brainwave Neuro-Feedback for Vietnam Veterans with Combat­ Related Post-Traumatic Stress Disorder , 1991 .

[155]  D. Alice,et al.  Attention deficit hyperactivity disorder (ADHD). , 1991, Journal of child neurology.

[156]  L. Scahill Managing Attention Disorders in Children. A Guide for Practitioners , 1990, The Yale Journal of Biology and Medicine.

[157]  Franz Emanuel Weinert,et al.  Quality of instruction and achievement outcomes , 1989 .

[158]  C. G. Watson,et al.  Alpha wave biofeedback training therapy in alcoholics. , 1977, Journal of clinical psychology.

[159]  M. Sterman Effects of Sensorimotor EEG Feedback Training on Sleep and Clinical Manifestations of Epilepsy , 1977 .

[160]  T. Budzynski Biofeedback procedures in the clinic. , 1973, Seminars in psychiatry.