Physical fitness modulates incidental but not intentional statistical learning of simultaneous auditory sequences during concurrent physical exercise

References

• Saffran JR, Aslin RN, Newport EL. Statistical learning by 8-month-old infants. Science. 1996;274(5294):1926–1928.10.1126/science.274.5294.1926
   PubMed Web of Science ®Google Scholar
• Perruchet P, Pacton S. Implicit learning and statistical learning: one phenomenon, two approaches. Trends Cogn Sci. 2006;10(5):233–238. doi:10.1016/j.tics.2006.03.006
   PubMed Web of Science ®Google Scholar
• Abla D, Okanoya K. Statistical segmentation of tone sequences activates the left inferior frontal cortex: a near-infrared spectroscopy study. Neuropsychologia. 2008;46(11):2787–2795. doi:10.1016/j.neuropsychologia.2008.05.012
   PubMed Web of Science ®Google Scholar
• Daikoku T, Yatomi Y, Yumoto M. Implicit and explicit statistical learning of tone sequences across spectral shifts. Neuropsychologia. 2014;63:194–204. doi:10.1016/j.neuropsychologia.2014.08.028
   PubMed Web of Science ®Google Scholar
• Daikoku T, Yatomi Y, Yumoto M. Statistical learning of music- and language-like sequences and tolerance for spectral shifts. Neurobiol Learn Mem. 2015;118:8–19. doi:10.1016/j.nlm.2014.11.001
   PubMed Web of Science ®Google Scholar
• Furl N, Kumar S, Alter K, et al. Neural prediction of higher-order auditory sequence statistics. NeuroImage. 2011;54(3):2267–2277. doi:10.1016/j.neuroimage.2010.10.038.
   PubMed Web of Science ®Google Scholar
• Paraskevopoulos E, Kuchenbuch A, Herholz SC, et al. Statistical learning effects in musicians and non-musicians: An MEG study. Neuropsychologia. 2012;50(2):341–349. doi:10.1016/j.neuropsychologia.2011.12.007.
   PubMed Web of Science ®Google Scholar
• Dakin Steven C. Sensitivity to contrast modulation depends on carrier spatial frequency and orientation. Vision Research. 2000;40:311–329.10.1016/S0042-6989(99)00179-0
   PubMed Web of Science ®Google Scholar
• Stevens DJ, Arciuli J, Anderson DI. Concurrent movement impairs incidental but not intentional statistical learning. Cogn Sci. 2015;39(5):1081–1098. doi:10.1111/cogs.12180
   PubMed Web of Science ®Google Scholar
• Chang YK, Labban JD, Gapin JI, et al. The effects of acute exercise on cognitive performance: a meta-analysis. Brain Res. 2012;1453:87–101. doi:10.1016/j.brainres.2012.02.068
   PubMed Web of Science ®Google Scholar
• Tomporowski PD, Ellis NR. Effects of exercise on cognitive processes: a review. Psychol Bull. 1986;99:338–346.10.1037/0033-2909.99.3.338
   Web of Science ®Google Scholar
• Marie C, Trainor LJ. Development of simultaneous pitch encoding: infants show a high voice superiority effect. Cereb Cortex. 2013;23(3):660–669. doi:10.1093/cercor/bhs050
   PubMed Web of Science ®Google Scholar
• Watanabe K, Funahashi S. Neural mechanisms of dual-task interference and cognitive capacity limitation in the prefrontal cortex. Nat Neurosci. 2014;17(4):601–611. doi:10.1038/nn.3667
   PubMed Web of Science ®Google Scholar
• Oldfield RC. The assessment and analysis of handedness: the Edinburgh inventory. Neuropsychologia. 1971;9(1):97–113.10.1016/0028-3932(71)90067-4
   PubMed Web of Science ®Google Scholar
• Klatt DH. Software for a cascade/parallel formant synthesizer. J Acoust Soc Am. 1980;67(3):971–995.10.1121/1.383940
   Web of Science ®Google Scholar
• Uth N, Sorensen H, Overgaard K, et al. Estimation of VO2max from the ratio between HRmax and HRrest? The heart rate ratio method. Eur J Appl Physiol. 2004;91(1):111–115. doi:10.1007/s00421-003-0988-y
   PubMed Web of Science ®Google Scholar
• Robergs RA, Landwehr R. The surprising history of the “HRmax=220-age” equation. J Exerc Physiol. 2002;5(2):1–10.
   Google Scholar
• DeKeyser RM. Implicit and explicit learning. In: CJ Doughty, & MH Long (Eds.), Handbook of second language acquisition. Oxford, MA: Blackwell; 2003. p. 313–348.
   Google Scholar
• Ellis R. Implicit and explicit learning，knowledge and instruction. In: Ellis R, Loewen S, Elder C et al., editors. Implicit and explicit knowledge in second language learning，testing and teaching. Bristol: Multilingual Matters; 2009. p. 3–25.
   Google Scholar
• Fujioka T, Trainor LJ, Ross B. Simultaneous pitches are encoded separately in auditory cortex: an MMNm study. NeuroReport. 2008;19(3):361–366. doi:10.1097/WNR.0b013e3282f51d91
   PubMed Web of Science ®Google Scholar
• Fujioka T, Trainor LJ, Ross B, et al. Automatic Encoding of Polyphonic Melodies in Musicians and Nonmusicians. Journal of Cognitive Neuroscience. 2005;17(10):1578–1592. doi:10.1162/089892905774597263.
   PubMed Web of Science ®Google Scholar
• Zenatti A. Le développement génétique de la perception musicale. Monographies Francaises de Psychologie. 1969;17.
   Google Scholar
• Corbetta M, Shulman GL. Control of goal-directed and stimulus-driven attention in the brain. Nat Rev Neurosci. 2002;3(3):201–215. doi:10.1038/nrn755
   PubMed Web of Science ®Google Scholar
• Miller EK, Cohen JD. An integrative theory of prefrontal cortex function. Annu Rev Neurosci. 2001;24:167–202. doi:10.1146/annurev.neuro.24.1.167
   PubMed Web of Science ®Google Scholar
• Dennis NA, Cabeza R. Age-related dedifferentiation of learning systems: an fMRI study of implicit and explicit learning. Neurobiol Aging. 2011; 32(12):2318-e2317–2330. doi:10.1016/j.neurobiolaging.2010.04.004
   Web of Science ®Google Scholar
• Peigneux P, Maquet P, Meulemans T, et al. Striatum forever, despite sequence learning variability: a random effect analysis of PET data. Hum Brain Map. 2000;10(4):179–194.10.1002/(ISSN)1097-0193
   PubMed Web of Science ®Google Scholar
• Rieckmann A, Fischer H, Bäckman L. Activation in striatum and medial temporal lobe during sequence learning in younger and older adults: Relations to performance. NeuroImage. 2010;50(3):1303–1312. doi:10.1016/j.neuroimage.2010.01.015
   PubMed Web of Science ®Google Scholar
• Turk-Browne NB, Scholl BJ. Flexible visual statistical learning: transfer across space and time. J Exp Psychol Hum Percept Perform. 2009;35(1):195–202. doi:10.1037/0096-1523.35.1.195
   PubMed Web of Science ®Google Scholar
• Turk-Browne NB, Scholl BJ, Chun MM, et al. Neural evidence of statistical learning: efficient detection of visual regularities without awareness. J Cogn Neurosci. 2009;21(10):1934–1945. doi:10.1162/jocn.2009.21131
   PubMed Web of Science ®Google Scholar
• Bailey KR, Mair RG. The role of striatum in initiation and execution of learned action sequences in rats. J Neurosci. 2006;26(3):1016–1025. doi:10.1523/JNEUROSCI.3883-05.2006
   PubMed Web of Science ®Google Scholar
• Jahanshahi M, Rowe J, Fuller R. Impairment of movement initiation and execution but not preparation in idiopathic dystonia. Exp Brain Res. 2001;140(4):460–468. doi:10.1007/s002210100847
   PubMed Web of Science ®Google Scholar
• Montgomery EB Jr, Buchholz SR. The striatum and motor cortex in motor initiation and execution. Brain Res. 1991;549(2):222–229.10.1016/0006-8993(91)90461-4
   PubMed Web of Science ®Google Scholar
• Chang GY, Knowlton BJ. Visual feature learning in artificial grammar classification. J Exp Psychol Learn Mem Cogn. 2004;30(3):714–722. doi:10.1037/0278-7393.30.3.714
   PubMed Web of Science ®Google Scholar
• Daikoku T, Yatomi Y, Yumoto M. Pitch-class distribution modulates the statistical learning of atonal chord sequences. Brain and Cognition. 2016;108:1–10. doi:10.1016/j.bandc.2016.06.008
   PubMed Web of Science ®Google Scholar
• Daikoku T, Yatomi Y, Yumoto M. Statistical learning of an auditory sequence and reorganization of acquired knowledge: A time course of word segmentation and ordering. Neuropsychologia. 2017;95:1–10. doi:10.1016/j.neuropsychologia.2016.12.006
   PubMed Web of Science ®Google Scholar
• Kahta S, Schiff R. Implicit learning deficits among adults with developmental dyslexia. Ann Dyslexia. 2016;66(2):235–250.10.1007/s11881-016-0121-7
   PubMed Web of Science ®Google Scholar
• Schmalz X, Altoè G, Mulatti C. Statistical learning and dyslexia: a systematic review. Ann Dyslexia. 2016. doi:10.1007/s11881-016-0136-0
   PubMed Web of Science ®Google Scholar