{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T22:14:43Z","timestamp":1775081683094,"version":"3.50.1"},"reference-count":65,"publisher":"Springer Science and Business Media LLC","issue":"1","content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["BMC Neurosci"],"published-print":{"date-parts":[[2012,12]]},"abstract":"<jats:title>Abstract<\/jats:title><jats:sec><jats:title>Background<\/jats:title><jats:p>The peri-adolescent period is a crucial developmental moment of transition from childhood to emergent adulthood. The present report analyses the differences in Power Spectrum (PS) of the Electroencephalogram (EEG) between late childhood (24 children between 8 and 13 years old) and young adulthood (24 young adults between 18 and 23 years old).<\/jats:p><\/jats:sec><jats:sec><jats:title>Results<\/jats:title><jats:p>The narrow band analysis of the Electroencephalogram was computed in the frequency range of 0\u201320 Hz. The analysis of mean and variance suggested that six frequency ranges presented a different rate of maturation at these ages, namely: low delta, delta-theta, low alpha, high alpha, low beta and high beta. For most of these bands the maturation seems to occur later in anterior sites than posterior sites. Correlational analysis showed a lower pattern of correlation between different frequencies in children than in young adults, suggesting a certain asynchrony in the maturation of different rhythms. The topographical analysis revealed similar topographies of the different rhythms in children and young adults. Principal Component Analysis (PCA) demonstrated the same internal structure for the Electroencephalogram of both age groups. Principal Component Analysis allowed to separate four subcomponents in the alpha range. All these subcomponents peaked at a lower frequency in children than in young adults.<\/jats:p><\/jats:sec><jats:sec><jats:title>Conclusions<\/jats:title><jats:p>The present approaches complement and solve some of the incertitudes when the classical brain broad rhythm analysis is applied. Children have a higher absolute power than young adults for frequency ranges between 0-20 Hz, the correlation of Power Spectrum (PS) with age and the variance age comparison showed that there are six ranges of frequencies that can distinguish the level of EEG maturation in children and adults. The establishment of maturational order of different frequencies and its possible maturational interdependence would require a complete series including all the different ages.<\/jats:p><\/jats:sec>","DOI":"10.1186\/1471-2202-13-104","type":"journal-article","created":{"date-parts":[[2012,8,24]],"date-time":"2012-08-24T10:14:13Z","timestamp":1345803253000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":27,"title":["Narrow band quantitative and multivariate electroencephalogram analysis of peri-adolescent period"],"prefix":"10.1186","volume":"13","author":[{"given":"EI","family":"Rodr\u00edguez Martinez","sequence":"first","affiliation":[]},{"given":"CI","family":"Barriga-Paulino","sequence":"additional","affiliation":[]},{"given":"MI","family":"Zapata","sequence":"additional","affiliation":[]},{"given":"C","family":"Chinchilla","sequence":"additional","affiliation":[]},{"given":"AM","family":"L\u00f3pez-Jim\u00e9nez","sequence":"additional","affiliation":[]},{"given":"CM","family":"G\u00f3mez","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2012,8,24]]},"reference":[{"issue":"3","key":"2783_CR1","doi-asserted-by":"publisher","first-page":"255","DOI":"10.1016\/S0361-9230(00)00434-2","volume":"54","author":"T Paus","year":"2000","unstructured":"Paus T, Collins DL, Evans AC, Leonard G, Pike B, Zijdenbos A: Maturation of white matter in the human brain: A review of magnetic resonance studies. Brain Res Bull. 2000, 54 (3): 255-266.","journal-title":"Brain Res Bull"},{"key":"2783_CR2","first-page":"75","volume-title":"Automation of clinical electroencephalography","author":"M Matousek","year":"1973","unstructured":"Matousek M, Peters\u00e9n I: Frequency analysis of the EEG in normal children and adolescents. Automation of clinical electroencephalography. Edited by: Kellaway P, Peters\u00e9n I. 1973, New York: Raven, 75-102."},{"key":"2783_CR3","doi-asserted-by":"publisher","first-page":"187","DOI":"10.1016\/S0301-0511(96)05218-0","volume":"44","author":"RJM Somsen","year":"1997","unstructured":"Somsen RJM, Klooster BJ, Van der Molen MW, Van Leeuwen HMP, Licht R: Growth spurts in brain maturation during middle childhood as indexed by EEG power spectra. Biol Psychol. 1997, 44: 187-209. 10.1016\/S0301-0511(96)05218-0.","journal-title":"Biol Psychol"},{"issue":"2","key":"2783_CR4","doi-asserted-by":"publisher","first-page":"91","DOI":"10.1016\/0013-4694(88)90204-0","volume":"69","author":"T Gasser","year":"1988","unstructured":"Gasser T, Verleger R, B\u00e4cher P, Sroka L: Development of the EEG of school-age children and adolescents. I. Analysis of band power. Electroencephalogr Clin Neurophysiol. 1988, 69 (2): 91-9. 10.1016\/0013-4694(88)90204-0.","journal-title":"Electroencephalogr Clin Neurophysiol"},{"key":"2783_CR5","doi-asserted-by":"publisher","first-page":"1255","DOI":"10.1126\/science.7434026","volume":"210","author":"ER John","year":"1980","unstructured":"John ER, Ahn H, Pricep L, Trepetin M, Brown D, Kaye H: Developmental equations for the electroencephalogram. Science. 1980, 210: 1255-1258. 10.1126\/science.7434026.","journal-title":"Science"},{"issue":"4","key":"2783_CR6","doi-asserted-by":"publisher","first-page":"330","DOI":"10.1016\/0013-4694(87)90119-2","volume":"67","author":"A Alvarez","year":"1987","unstructured":"Alvarez A, Valdes P, Pascual R: EEG developmental equations confirmed for Cuban schoolchildren. Electroencephalogr Clin Neurophysiol. 1987, 67 (4): 330-332. 10.1016\/0013-4694(87)90119-2.","journal-title":"Electroencephalogr Clin Neurophysiol"},{"issue":"1","key":"2783_CR7","doi-asserted-by":"publisher","first-page":"41","DOI":"10.1006\/nimg.2002.1070","volume":"16","author":"T Koenig","year":"2002","unstructured":"Koenig T, Prichep L, Lehmann D, Sosa PV, Breaker E, Kleinlogel H, John ER: Millisecond by Millisecond, Year by Year: Normative EEG Microstates and Developmental Stages. Neuroimage. 2002, 16 (1): 41-48. 10.1006\/nimg.2002.1070.","journal-title":"Neuroimage"},{"issue":"1","key":"2783_CR8","doi-asserted-by":"publisher","first-page":"63","DOI":"10.1016\/0921-884X(96)95573-3","volume":"99","author":"AP Anokhin","year":"1996","unstructured":"Anokhin AP, Birbaumer N, Lutzenberger W, Nikolaev A, Vogel F: Age increases brain complexity. Electroencephalogr Clin Neurophysiol. 1996, 99 (1): 63-68. 10.1016\/0921-884X(96)95573-3.","journal-title":"Electroencephalogr Clin Neurophysiol"},{"issue":"3","key":"2783_CR9","doi-asserted-by":"publisher","first-page":"165","DOI":"10.1007\/s10548-005-4449-2","volume":"17","author":"M Puligheddu","year":"2005","unstructured":"Puligheddu M, Munck JC, Stam CJ, Verbunt J, Jongh A, Van Dijk B, Marrosu F: Age Distribution of MEG Spontaneous Theta Activity in Healthy Subjects. Brain Topogr. 2005, 17 (3): 165-175. 10.1007\/s10548-005-4449-2.","journal-title":"Brain Topogr"},{"issue":"3","key":"2783_CR10","doi-asserted-by":"publisher","first-page":"143","DOI":"10.1027\/0269-8803\/a000052","volume":"25","author":"CI Barriga-Paulino","year":"2011","unstructured":"Barriga-Paulino CI, Flores AB, G\u00f3mez CM: Developmental changes in the EEG rhythms of children and young adults: Analyzed by means of correlational, brain topography and principal components analysis. Journal of Psychophysiology. 2011, 25 (3): 143-158. 10.1027\/0269-8803\/a000052.","journal-title":"Journal of Psychophysiology"},{"key":"2783_CR11","doi-asserted-by":"publisher","first-page":"397","DOI":"10.1080\/87565649109540500","volume":"7","author":"RW Thatcher","year":"1991","unstructured":"Thatcher RW: Maturation of the human frontal lobes: Physiological evidence for staging. Dev Neuropsychol. 1991, 7: 397-419. 10.1080\/87565649109540500.","journal-title":"Dev Neuropsychol"},{"issue":"6","key":"2783_CR12","doi-asserted-by":"publisher","first-page":"350","DOI":"10.1016\/0013-4694(92)90070-X","volume":"83","author":"E Marosi","year":"1992","unstructured":"Marosi E, Harmony T, S\u00e1nchez L, Becker J, Bernal J, Reyes A, de Le\u00f3n AE D, Rodr\u00edguez M, Fern\u00e1ndez T: Maturation of the coherence of EEG activity in normal and learning-disabled children. Electroencephalogr Clin Neurophysiol. 1992, 83 (6): 350-357. 10.1016\/0013-4694(92)90070-X.","journal-title":"Electroencephalogr Clin Neurophysiol"},{"issue":"12","key":"2783_CR13","doi-asserted-by":"publisher","first-page":"1400","DOI":"10.1002\/hbm.20474","volume":"29","author":"RW Thatcher","year":"2008","unstructured":"Thatcher RW, North DM, Biver CJ: Development of cortical connections as measured by EEG coherence and phase delays. Hum Brain Mapp. 2008, 29 (12): 1400-1415. 10.1002\/hbm.20474.","journal-title":"Hum Brain Mapp"},{"key":"2783_CR14","doi-asserted-by":"publisher","first-page":"228","DOI":"10.1002\/hbm.20273","volume":"28","author":"TJ Whitford","year":"2007","unstructured":"Whitford TJ, Rennie CJ, Grieve SM, Clark CR, Gordon E, Williams LM: Brain Maturation in Adolescence: Concurrent Changes in Neuroanatomy and Neurophysiology. Hum Brain Mapp. 2007, 28: 228-237. 10.1002\/hbm.20273.","journal-title":"Hum Brain Mapp"},{"key":"2783_CR15","doi-asserted-by":"publisher","first-page":"2826","DOI":"10.1016\/j.clinph.2005.08.007","volume":"116","author":"CE Tenke","year":"2005","unstructured":"Tenke CE, Kayser J: Reference-free quantification of EEG spectra: combining current source density (CSD) and frequency principal components analysis (fPCA). Clin Neurophysiol. 2005, 116: 2826-2846. 10.1016\/j.clinph.2005.08.007.","journal-title":"Clin Neurophysiol"},{"key":"2783_CR16","doi-asserted-by":"publisher","first-page":"151","DOI":"10.1016\/j.brainres.2006.06.019","volume":"1107","author":"CM G\u00f3mez","year":"2006","unstructured":"G\u00f3mez CM, Marco-Pallar\u00e9s J, Grau C: Location of brain rhythms and their modulation by preparatory attention estimated by current density. Brain Res. 2006, 1107: 151-160. 10.1016\/j.brainres.2006.06.019.","journal-title":"Brain Res"},{"key":"2783_CR17","volume-title":"Infant EEG and event-related potentials","author":"M Haan","year":"2007","unstructured":"Haan M: Infant EEG and event-related potentials. 2007, NuevaYork: Psychology Press"},{"key":"2783_CR18","volume-title":"Lopes da Silva F: Electroencephalography: basic principles, clinical applications, and related fields","author":"E Niedermeyer","year":"1999","unstructured":"Niedermeyer E: Lopes da Silva F: Electroencephalography: basic principles, clinical applications, and related fields. 1999, Baltimore: Williams and Wilkins, 4","edition":"4"},{"key":"2783_CR19","volume-title":"Psicofisiolog\u00eda","author":"LA Carreti\u00e9","year":"2001","unstructured":"Carreti\u00e9 LA: Psicofisiolog\u00eda. 2001, Madrid: Pir\u00e1mide"},{"issue":"1","key":"2783_CR20","doi-asserted-by":"publisher","first-page":"86","DOI":"10.1016\/j.bandc.2009.10.003","volume":"72","author":"SJ Segalowitz","year":"2010","unstructured":"Segalowitz SJ, Santesso DL, Jetha MK: Electrophysiological changes during adolescence: a review. Brain Cogn. 2010, 72 (1): 86-100. 10.1016\/j.bandc.2009.10.003.","journal-title":"Brain Cogn"},{"key":"2783_CR21","doi-asserted-by":"publisher","first-page":"806","DOI":"10.1016\/S1388-2457(01)00488-6","volume":"112","author":"AR Clarke","year":"2001","unstructured":"Clarke AR, Robert J, Barry RJ, McCarthy R, Selikowitz M: Age and sex effects in the EEG: development of the normal child. Clin Neurophysiol. 2001, 112: 806-814. 10.1016\/S1388-2457(01)00488-6.","journal-title":"Clin Neurophysiol"},{"issue":"3","key":"2783_CR22","doi-asserted-by":"publisher","first-page":"198","DOI":"10.1177\/155005940603700307","volume":"37","author":"J Becerra","year":"2006","unstructured":"Becerra J, Fern\u00e1ndez T, Harmony T, Caballero MI, Garc\u00eda F, Fern\u00e1ndez-Bouzas A, Santiago-Rodr\u00edguez E, Prado-Alcal\u00e1 RA: Follow-up study of leaning-disabled children treated with neurofeedback or placebo. Clin EEG Neurosci. 2006, 37 (3): 198-203. 10.1177\/155005940603700307.","journal-title":"Clin EEG Neurosci"},{"key":"2783_CR23","doi-asserted-by":"publisher","first-page":"482","DOI":"10.1016\/0013-4694(90)90135-7","volume":"75","author":"T Harmony","year":"1990","unstructured":"Harmony T, Marosi E, de Leon AE D, Becker J, Fernandez T: Effect of sex, psychosocial disadvantages and biological risk factors on EEG maturation. Electroencephalogr. Clin Neurophysiol. 1990, 75: 482-491. 10.1016\/0013-4694(90)90135-7.","journal-title":"Clin Neurophysiol"},{"key":"2783_CR24","doi-asserted-by":"publisher","first-page":"1918","DOI":"10.1016\/S1388-2457(03)00173-1","volume":"114","author":"GA Otero","year":"2003","unstructured":"Otero GA, Pliego-Riveroa FB, Fern\u00e1ndez T, Ricardo J: EEG development in children with sociocultural disadvantages: a follow-up study. Clin Neurophysiol. 2003, 114: 1918-1925. 10.1016\/S1388-2457(03)00173-1.","journal-title":"Clin Neurophysiol"},{"key":"2783_CR25","doi-asserted-by":"publisher","first-page":"626","DOI":"10.1016\/0013-4694(80)90403-4","volume":"49","author":"P Matthis","year":"1980","unstructured":"Matthis P, Scheffner D, Benninger C, Lipinski C, Stolzis L: Changes in the background activity of the electroencephalogram according to age. Electroencephalogr Clin Neurophysiol. 1980, 49: 626-635. 10.1016\/0013-4694(80)90403-4.","journal-title":"Electroencephalogr Clin Neurophysiol"},{"key":"2783_CR26","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/0013-4694(84)90002-6","volume":"57","author":"C Benninger","year":"1984","unstructured":"Benninger C, Matthis P, Scheffner D: EEG development of healthy boys and girls. Results of a longitudinal study. Electroencephalogr Clin Neurophysiol. 1984, 57: 1-12. 10.1016\/0013-4694(84)90002-6.","journal-title":"Electroencephalogr Clin Neurophysiol"},{"key":"2783_CR27","doi-asserted-by":"publisher","first-page":"629","DOI":"10.1002\/dev.420130608","volume":"13","author":"HT Epstein","year":"1980","unstructured":"Epstein HT: EEG developmental stages. Dev Psychobiol. 1980, 13: 629-63. 10.1002\/dev.420130608.","journal-title":"Dev Psychobiol"},{"key":"2783_CR28","doi-asserted-by":"publisher","first-page":"19","DOI":"10.1016\/0167-8760(92)90039-E","volume":"12","author":"WJ Hudspeth","year":"1992","unstructured":"Hudspeth WJ, Pribram KH: Psychophysiological indices of cerebral maturation. Int J Psychophysiol. 1992, 12: 19-29. 10.1016\/0167-8760(92)90039-E.","journal-title":"Int J Psychophysiol"},{"issue":"1","key":"2783_CR29","doi-asserted-by":"publisher","first-page":"24","DOI":"10.1016\/0278-2626(92)90060-Y","volume":"20","author":"RW Thatcher","year":"1992","unstructured":"Thatcher RW: Cyclic cortical reorganization during early childhood. Brain Cogn. 1992, 20 (1): 24-50. 10.1016\/0278-2626(92)90060-Y.","journal-title":"Brain Cogn"},{"key":"2783_CR30","volume-title":"Six psychological studies","author":"J Piaget","year":"1967","unstructured":"Piaget J: Genesis and structure in the psychology of intelligence. Six psychological studies. Edited by: Elkin D. 1967, New York: Random House"},{"key":"2783_CR31","doi-asserted-by":"publisher","first-page":"1778","DOI":"10.1016\/j.clinph.2008.02.023","volume":"119","author":"LV Marcuse","year":"2008","unstructured":"Marcuse LV, Schneider M, Mortati KA, Donnelly KM, Arnedo V, Grant AC: Quantitative analysis of the EEG posterior-dominant rhythm in healthy adolescents. Clin Neurophysiol. 2008, 119: 1778-81. 10.1016\/j.clinph.2008.02.023.","journal-title":"Clin Neurophysiol"},{"issue":"5","key":"2783_CR32","doi-asserted-by":"publisher","first-page":"935","DOI":"10.1111\/j.1467-7687.2010.01031.x","volume":"14","author":"L Cragg","year":"2001","unstructured":"Cragg L, Kovacevic N, McIntosh AR, Poulsen C, Martinu K, Leonard G, Paus T: Maturation of EEG power spectra in early adolescence: a longitudinal study. Dev Sci. 2001, 14 (5): 935-943.","journal-title":"Dev Sci"},{"key":"2783_CR33","volume-title":"Journal of Psychophysiology","author":"J Yordanova","year":"2007","unstructured":"Yordanova J, Kolev V: Developmental changes in the theta response system: a single-sweep analysis. Journal of Psychophysiology. 2007, in press"},{"issue":"14","key":"2783_CR34","doi-asserted-by":"publisher","first-page":"3586","DOI":"10.1523\/JNEUROSCI.5309-07.2008","volume":"28","author":"P Shaw","year":"2008","unstructured":"Shaw P, Kabani NJ, Lerch JP, Eckstrand K, Lenroot R, Gogtay N, Greenstein D, Clasen L, Evans A, Rapoport JL, Giedd JN, Wise SP: Neurodevelopmental Trajectories of the Human Cerebral Cortex. J Neurosci. 2008, 28 (14): 3586-3594. 10.1523\/JNEUROSCI.5309-07.2008.","journal-title":"J Neurosci"},{"key":"2783_CR35","doi-asserted-by":"publisher","first-page":"100","DOI":"10.1016\/0013-4694(88)90205-2","volume":"69","author":"T Gasser","year":"1988","unstructured":"Gasser T, Jennen-Steinmetz C, Sroka L, Verleger R, M\u00e7cks J: Development of the EEG of school-age children and adolescents. II. Topography. Electroencephalogr Clin Neurophysiol. 1988, 69: 100-109. 10.1016\/0013-4694(88)90205-2.","journal-title":"Electroencephalogr Clin Neurophysiol"},{"key":"2783_CR36","first-page":"371","volume-title":"Texto de Neurociencias Cognitivas","author":"G Otero","year":"2001","unstructured":"Otero G: Ontogenia y maduraci\u00f3n del electroencefalograma. Texto de Neurociencias Cognitivas. Edited by: Romero V, D\u00edaz E. 2001, M\u00e9xico: Manual Moderno, 371-392."},{"key":"2783_CR37","doi-asserted-by":"publisher","first-page":"77","DOI":"10.1196\/annals.1308.009","volume":"1021","author":"JN Giedd","year":"2004","unstructured":"Giedd JN: Structural Magnetic Resonance Imaging of the Adolescent Brain. Ann N Y Acad Sci. 2004, 1021: 77-85. 10.1196\/annals.1308.009.","journal-title":"Ann N Y Acad Sci"},{"key":"2783_CR38","doi-asserted-by":"publisher","first-page":"1909","DOI":"10.1016\/S0024-3205(02)01492-3","volume":"70","author":"MS Keshavan","year":"2002","unstructured":"Keshavan MS, Diwadkar VA, DeBellis M, Dick E, Kotwal R, Rosenberg DR, Sweeney JA, Minshew N, Pettegrew JW: Development of the corpus callosum in childhood, adolescence and early adulthood. Life Sci. 2002, 70: 1909-1922. 10.1016\/S0024-3205(02)01492-3.","journal-title":"Life Sci"},{"key":"2783_CR39","doi-asserted-by":"publisher","first-page":"676","DOI":"10.1038\/nature04513","volume":"440","author":"P Shaw","year":"2006","unstructured":"Shaw P, Greenstein D, Lerch J, Clasen L, Lenroot R, Gogtay N, Evans A, Rapoport J, Giedd J: Intellectual ability and cortical development in children and adolescents. Nature. 2006, 440: 676-679. 10.1038\/nature04513.","journal-title":"Nature"},{"key":"2783_CR40","doi-asserted-by":"publisher","first-page":"4","DOI":"10.1017\/S0012162201001591","volume":"44","author":"ER Sowell","year":"2002","unstructured":"Sowell ER, Trauner DA, Gamst A, Jernigan TL: Development of cortical and subcortical brain structures in childhood and adolescence: a structural MRI study. Dev Med Child Neurol. 2002, 44: 4-16. 10.1017\/S0012162201001591.","journal-title":"Dev Med Child Neurol"},{"issue":"13","key":"2783_CR41","doi-asserted-by":"publisher","first-page":"3605","DOI":"10.1016\/j.neuropsychologia.2011.09.012","volume":"49","author":"CK Tamnes","year":"2011","unstructured":"Tamnes CK, Fjell AM, Ostby Y, Westlye LT, Due-T\u00f8nnessen P, Bj\u00f8rnerud A, Walhovd KB: The brain dynamics of intellectual development: Waxing and waning white and gray matter. Neuropsychologia. 2011, 49 (13): 3605-11. 10.1016\/j.neuropsychologia.2011.09.012.","journal-title":"Neuropsychologia"},{"issue":"22","key":"2783_CR42","doi-asserted-by":"crossref","first-page":"8819","DOI":"10.1523\/JNEUROSCI.21-22-08819.2001","volume":"21","author":"ER Sowell","year":"2001","unstructured":"Sowell ER, Thompson PM, Tessner KD, Toga AW: Mapping Continued Brain Growth and Gray Matter Density Reduction in Dorsal Frontal Cortex: Inverse Relationships during Postadolescent Brain Maturation. J Neurosci. 2001, 21 (22): 8819-8829.","journal-title":"J Neurosci"},{"key":"2783_CR43","doi-asserted-by":"crossref","unstructured":"Feinberg I, Campbell IG: Sleep EEG during adolescence: An index of fundamental brain reorganization. Brain Cogn. 2010, 56-65. 72","DOI":"10.1016\/j.bandc.2009.09.008"},{"issue":"2","key":"2783_CR44","doi-asserted-by":"publisher","first-page":"149","DOI":"10.1016\/S0022-5193(05)80218-8","volume":"142","author":"I Feinberg","year":"1990","unstructured":"Feinberg I, Thode HC, Chugani HT, March JD: Gamma distribution model describes maturational curves for delta wave amplitude, cortical metabolic rate and synaptic density. J Theor Biol. 1990, 142 (2): 149-161. 10.1016\/S0022-5193(05)80218-8.","journal-title":"J Theor Biol"},{"key":"2783_CR45","volume-title":"Neurometrics. Functional Neuroscience, volume II","author":"ER John","year":"1977","unstructured":"John ER: Neurometrics. Functional Neuroscience, volume II. 1977, New Jersey: Lawrence Erlbaum Associates"},{"issue":"122","key":"2783_CR46","first-page":"255","volume":"28","author":"J Imgren","year":"1973","unstructured":"Imgren J: Un an\u00e1lisis factorial del EEG humano. Revista de psicolog\u00eda general y aplicada: Revista de la Federaci\u00f3n Espa\u00f1ola de Asociaciones de Psicolog\u00eda. 1973, 28 (122): 255-272.","journal-title":"Revista de psicolog\u00eda general y aplicada: Revista de la Federaci\u00f3n Espa\u00f1ola de Asociaciones de Psicolog\u00eda"},{"key":"2783_CR47","doi-asserted-by":"publisher","first-page":"319","DOI":"10.1016\/0013-4694(74)90176-X","volume":"36","author":"M Defayolle","year":"2001","unstructured":"Defayolle M, Dinand JP: Application de l\u2019analyse factorielle a l\u2019etude de la structure de l\u2019EEG. Electroencephalogr Clin Neurophysiol. 2001, 36: 319-322.","journal-title":"Electroencephalogr Clin Neurophysiol"},{"key":"2783_CR48","first-page":"291","volume":"1","author":"FH Duffy","year":"1992","unstructured":"Duffy FH, Jones K, Bartels P, McAnulty G, Albert M: Unresticted principal components analysis of brain electrical activity, issues of data dimensionality, artifact and utility. BrainTopography. 1992, 1: 291-307.","journal-title":"BrainTopography"},{"issue":"1","key":"2783_CR49","doi-asserted-by":"publisher","first-page":"77","DOI":"10.1016\/S0167-8760(97)00068-8","volume":"28","author":"V Lazarev","year":"1998","unstructured":"Lazarev V: On the intercorrelation of some frequency and amplitude parameters of the human EEG and its functional significance. Communication. I: Multidimensional neurodynamic organization of functional states of the brain during intellectual, perceptive and motor activity in normal subjects. Int J Psychophysiol. 1998, 28 (1): 77-98. 10.1016\/S0167-8760(97)00068-8.","journal-title":"Int J Psychophysiol"},{"issue":"2","key":"2783_CR50","doi-asserted-by":"crossref","first-page":"155","DOI":"10.55782\/ane-2009-1741","volume":"69","author":"A Flores","year":"2009","unstructured":"Flores A, G\u00f3mez CM, Digiacomo MR, V\u00e1zquez-Marrufo M: Sequential P3 effects in a Posner's spatial cueing paradigm: trial-by-trial learning of the predictive value of the cue. Acta Neurobiol Exp. 2009, 69 (2): 155-167.","journal-title":"Acta Neurobiol Exp"},{"issue":"6","key":"2783_CR51","doi-asserted-by":"publisher","first-page":"525","DOI":"10.1016\/j.brainresbull.2010.01.005","volume":"81","author":"AB Flores","year":"2010","unstructured":"Flores AB, G\u00f3mez CM, Meneres S: Evaluation of spatial validity-invalidity by the P300 component in children and young adults. Brain Res Bull. 2010, 81 (6): 525-33. 10.1016\/j.brainresbull.2010.01.005.","journal-title":"Brain Res Bull"},{"key":"2783_CR52","doi-asserted-by":"publisher","first-page":"73","DOI":"10.1097\/00004691-199701000-00007","volume":"14","author":"TD Lagerlund","year":"1997","unstructured":"Lagerlund TD, Sharbrough FW, Busacker NE: Spatial filtering of multichannel electroencephalographic recordings through principal component analysis by singular value decomposition. J Clin Neurophysiol. 1997, 14: 73-82. 10.1097\/00004691-199701000-00007.","journal-title":"J Clin Neurophysiol"},{"key":"2783_CR53","volume-title":"F\u00edsica e instrumentaci\u00f3n m\u00e9dicas","author":"JR Zaragoza","year":"1977","unstructured":"Zaragoza JR, G\u00f3mez-Palacios M: F\u00edsica e instrumentaci\u00f3n m\u00e9dicas. 1977, Sevilla: Publicaciones de la Universidad de Sevilla"},{"key":"2783_CR54","volume-title":"Factor Analysis","author":"RL Gorsuch","year":"1983","unstructured":"Gorsuch RL: Factor Analysis. 1983, New Jersey: Lawrence Erlbaum Associates"},{"issue":"1","key":"2783_CR55","doi-asserted-by":"publisher","first-page":"9","DOI":"10.1016\/j.jneumeth.2003.10.009","volume":"134","author":"A Delorme","year":"2004","unstructured":"Delorme A, Makeig S: EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis. J Neurosci Methods. 2004, 134 (1): 9-21. 10.1016\/j.jneumeth.2003.10.009.","journal-title":"J Neurosci Methods"},{"key":"2783_CR56","doi-asserted-by":"publisher","first-page":"1493","DOI":"10.1016\/j.neuroimage.2011.02.050","volume":"56","author":"R L\u00fcchinger","year":"2011","unstructured":"L\u00fcchinger R, Michels L, Martin E, Brandeis D: EEG\u2013BOLD correlations during (post-)adolescent brain maturation. Neuroimage. 2011, 56: 1493-1505. 10.1016\/j.neuroimage.2011.02.050.","journal-title":"Neuroimage"},{"key":"2783_CR57","doi-asserted-by":"crossref","first-page":"1225","DOI":"10.1542\/peds.102.SE1.1225","volume":"102","author":"HT Chugani","year":"1998","unstructured":"Chugani HT: Biological basis of emotions: Brain systems and brain development. Pediatrics. 1998, 102: 1225-1229.","journal-title":"Pediatrics"},{"key":"2783_CR58","doi-asserted-by":"publisher","first-page":"1271","DOI":"10.1016\/j.clinph.2008.02.010","volume":"119","author":"D Hagemann","year":"2008","unstructured":"Hagemann D, Hewigb J, Walter C, Naumann E: Skull thickness and magnitude of EEG alpha activity. Clin Neurophysiol. 2008, 119: 1271-1280. 10.1016\/j.clinph.2008.02.010.","journal-title":"Clin Neurophysiol"},{"issue":"13","key":"2783_CR59","doi-asserted-by":"publisher","first-page":"5177","DOI":"10.1073\/pnas.0812947106","volume":"106","author":"IG Campbell","year":"2009","unstructured":"Campbell IG, Feinberg I: Longitudinal trajectories of non-rapid eye movement delta and theta EEG as indicators of adolescent brain maturation. PNAS. 2009, 106 (13): 5177-5180. 10.1073\/pnas.0812947106.","journal-title":"PNAS"},{"key":"2783_CR60","doi-asserted-by":"publisher","first-page":"55","DOI":"10.1007\/BF00583657","volume":"367","author":"G Pfurtscheller","year":"1976","unstructured":"Pfurtscheller G: Ultralangsame Schwankungen innerhalb der rhythmischen Aktivitaet im Alpha-Band und deren moegliche Ursachen. Pflugers Arch. 1976, 367: 55-66. 10.1007\/BF00583657.","journal-title":"Pflugers Arch"},{"key":"2783_CR61","doi-asserted-by":"publisher","first-page":"213","DOI":"10.1016\/0304-3940(92)90051-8","volume":"136","author":"P Novak","year":"1992","unstructured":"Novak P, Lepicovska V, Dostalek C: Periodic amplitude modulation of EEG. Neurosci Lett. 1992, 136: 213-215. 10.1016\/0304-3940(92)90051-8.","journal-title":"Neurosci Lett"},{"key":"2783_CR62","first-page":"371","volume-title":"Texto de Neurociencias Cognitivas","author":"G Otero","year":"2001","unstructured":"Otero G: Ontogenia y maduraci\u00f3n del electroencefalograma. Texto de Neurociencias Cognitivas. Edited by: Romero V, D\u00edaz E. 2001, M\u00e9xico: Manual Moderno, 371-392."},{"key":"2783_CR63","doi-asserted-by":"publisher","first-page":"191","DOI":"10.1016\/0013-4694(88)90128-9","volume":"69","author":"BS Oken","year":"1988","unstructured":"Oken BS, Chiappa KH: Short-term variability in EEG frequency analysis. Electroencephalogr Clin Neurophysiol. 1988, 69: 191-198. 10.1016\/0013-4694(88)90128-9.","journal-title":"Electroencephalogr Clin Neurophysiol"},{"key":"2783_CR64","doi-asserted-by":"publisher","first-page":"415","DOI":"10.1016\/S0013-4694(98)00090-X","volume":"107","author":"J Wackermann","year":"1998","unstructured":"Wackermann J, Matousek M: From the \u2018EEG age\u2019 to a rational scale of brain electric maturation. Electroencephalogr Clin Neurophysiol. 1998, 107: 415-421. 10.1016\/S0013-4694(98)00090-X.","journal-title":"Electroencephalogr Clin Neurophysiol"},{"issue":"2","key":"2783_CR65","doi-asserted-by":"publisher","first-page":"63","DOI":"10.1007\/s10548-007-0032-3","volume":"20","author":"M Toth","year":"2007","unstructured":"Toth M, Kiss A, Kosztolanyi P, Kondakor I: Diurnal alterations of brain electrical activity in healthy adults: a LORETA study. Brain Topogr. 2007, 20 (2): 63-76. 10.1007\/s10548-007-0032-3.","journal-title":"Brain Topogr"}],"container-title":["BMC Neuroscience"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1186\/1471-2202-13-104.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,4,28]],"date-time":"2024-04-28T17:36:56Z","timestamp":1714325816000},"score":1,"resource":{"primary":{"URL":"https:\/\/bmcneurosci.biomedcentral.com\/articles\/10.1186\/1471-2202-13-104"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012,8,24]]},"references-count":65,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2012,12]]}},"alternative-id":["2783"],"URL":"https:\/\/doi.org\/10.1186\/1471-2202-13-104","relation":{},"ISSN":["1471-2202"],"issn-type":[{"value":"1471-2202","type":"electronic"}],"subject":[],"published":{"date-parts":[[2012,8,24]]},"assertion":[{"value":"14 February 2012","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"9 August 2012","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"24 August 2012","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}],"article-number":"104"}}