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Theta and alpha power across fast and slow timescales in cognitive control

Pieter Huycke (UGent) , Pieter Verbeke (UGent) , Nico Böhler (UGent) and Tom Verguts (UGent)
(2021) EUROPEAN JOURNAL OF NEUROSCIENCE. 54(2). p.4581-4594
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Abstract
Theta and alpha frequency neural oscillations are important for learning and cognitive control, but their exact role has remained obscure. In particular, it is unknown whether they operate at similar timescales, and whether they support different cognitive processes. We recorded EEG in 30 healthy human participants while they performed a learning task containing both novel (block-unique) and repeating stimuli. We investigated behavior and electrophysiology at both fast (i.e., within blocks) and slow (i.e., between blocks) timescales. Behaviorally, both response time and accuracy improved (respectively decrease and increase) over both fast and slow timescales. However, on the spectral level, theta power significantly decreased along the slow timescale, whereas alpha power significantly increased along the fast timescale. We thus demonstrate that theta and alpha both play a role during learning, but operate at different timescales. This result poses important empirical constraints for theories on learning, cognitive control, and neural oscillations.
Keywords
General Neuroscience, cognitive control, frontomedial theta, learning, posterior alpha, FRONTAL-MIDLINE THETA, EEG-ALPHA, PREFRONTAL CORTEX, OSCILLATIONS, DYNAMICS, PERFORMANCE, BAND, SYNCHRONIZATION, MODULATION, AMPLITUDE

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MLA
Huycke, Pieter, et al. “Theta and Alpha Power across Fast and Slow Timescales in Cognitive Control.” EUROPEAN JOURNAL OF NEUROSCIENCE, vol. 54, no. 2, 2021, pp. 4581–94, doi:10.1111/ejn.15320.
APA
Huycke, P., Verbeke, P., Böhler, N., & Verguts, T. (2021). Theta and alpha power across fast and slow timescales in cognitive control. EUROPEAN JOURNAL OF NEUROSCIENCE, 54(2), 4581–4594. https://doi.org/10.1111/ejn.15320
Chicago author-date
Huycke, Pieter, Pieter Verbeke, Nico Böhler, and Tom Verguts. 2021. “Theta and Alpha Power across Fast and Slow Timescales in Cognitive Control.” EUROPEAN JOURNAL OF NEUROSCIENCE 54 (2): 4581–94. https://doi.org/10.1111/ejn.15320.
Chicago author-date (all authors)
Huycke, Pieter, Pieter Verbeke, Nico Böhler, and Tom Verguts. 2021. “Theta and Alpha Power across Fast and Slow Timescales in Cognitive Control.” EUROPEAN JOURNAL OF NEUROSCIENCE 54 (2): 4581–4594. doi:10.1111/ejn.15320.
Vancouver
1.
Huycke P, Verbeke P, Böhler N, Verguts T. Theta and alpha power across fast and slow timescales in cognitive control. EUROPEAN JOURNAL OF NEUROSCIENCE. 2021;54(2):4581–94.
IEEE
[1]
P. Huycke, P. Verbeke, N. Böhler, and T. Verguts, “Theta and alpha power across fast and slow timescales in cognitive control,” EUROPEAN JOURNAL OF NEUROSCIENCE, vol. 54, no. 2, pp. 4581–4594, 2021.
@article{8717759,
  abstract     = {{Theta and alpha frequency neural oscillations are important for learning and cognitive control, but their exact role has remained obscure. In particular, it is unknown whether they operate at similar timescales, and whether they support different cognitive processes. We recorded EEG in 30 healthy human participants while they performed a learning task containing both novel (block-unique) and repeating stimuli. We investigated behavior and electrophysiology at both fast (i.e., within blocks) and slow (i.e., between blocks) timescales. Behaviorally, both response time and accuracy improved (respectively decrease and increase) over both fast and slow timescales. However, on the spectral level, theta power significantly decreased along the slow timescale, whereas alpha power significantly increased along the fast timescale. We thus demonstrate that theta and alpha both play a role during learning, but operate at different timescales. This result poses important empirical constraints for theories on learning, cognitive control, and neural oscillations.}},
  author       = {{Huycke, Pieter and Verbeke, Pieter and Böhler, Nico and Verguts, Tom}},
  issn         = {{0953-816X}},
  journal      = {{EUROPEAN JOURNAL OF NEUROSCIENCE}},
  keywords     = {{General Neuroscience,cognitive control,frontomedial theta,learning,posterior alpha,FRONTAL-MIDLINE THETA,EEG-ALPHA,PREFRONTAL CORTEX,OSCILLATIONS,DYNAMICS,PERFORMANCE,BAND,SYNCHRONIZATION,MODULATION,AMPLITUDE}},
  language     = {{eng}},
  number       = {{2}},
  pages        = {{4581--4594}},
  title        = {{Theta and alpha power across fast and slow timescales in cognitive control}},
  url          = {{http://doi.org/10.1111/ejn.15320}},
  volume       = {{54}},
  year         = {{2021}},
}

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