Aflalo T, Kellis S, Klaes C, Lee B, Shi Y, Pejsa K, Shanfield K, Hayes-Jackson S, Aisen M, Heck C, Liu C, Andersen RA (2015) Decoding motor imagery from the posterior parietal cortex of a tetraplegic human. Science 348(6237):906–910. https://doi.org/10.1126/science.aaa5417

Article  CAS  PubMed  PubMed Central  Google Scholar 

Afshar A, Santhanam G, Yu BM, Ryu SI, Sahani M, Shenoy KV (2011) Single-trial neural correlates of arm movement preparation. Neuron 71(3):555–564. https://doi.org/10.1016/j.neuron.2011.05.047

Article  CAS  PubMed  PubMed Central  Google Scholar 

Albouy G, Sterpenich V, Balteau E, Vandewalle G, Desseilles M, Dang-Vu T, Darsaud A, Ruby P, Luppi P-H, Degueldre C, Peigneux P, Luxen A, Maquet P (2008) Both the hippocampus and striatum are involved in consolidation of motor sequence memory. Neuron 58(2):261–272. https://doi.org/10.1016/j.neuron.2008.02.008

Article  CAS  PubMed  Google Scholar 

Alegre M, Alonso-Frech F, Rodríguez-Oroz MC, Guridi J, Zamarbide I, Valencia M, Manrique M, Obeso JA, Artieda J (2005) Movement-related changes in oscillatory activity in the human subthalamic nucleus: Ipsilateral vs. contralateral movements. Eur J Neurosci 22(9):2315–2324. https://doi.org/10.1111/j.1460-9568.2005.04409.x

Article  CAS  PubMed  Google Scholar 

Alegre M, Gurtubay IG, Labarga A, Iriarte J, Malanda A, Artieda J (2003) Alpha and beta oscillatory changes during stimulus-induced movement paradigms: effect of stimulus predictability. NeuroReport 14(3):381–385. https://doi.org/10.1097/00001756-200303030-00017

Article  PubMed  Google Scholar 

Alexander GE, Crutcher MD (1990) Preparation for movement: Neural representations of intended direction in three motor areas of the monkey. J Neurophysiol 64(1):133–150. https://doi.org/10.1152/jn.1990.64.1.133

Article  CAS  PubMed  Google Scholar 

Allen PJ, Fish DR, Smith SJ (1992) Very high-frequency rhythmic activity during SEEG suppression in frontal lobe epilepsy. Electroencephalogr Clin Neurophysiol 82(2):155–159. https://doi.org/10.1016/0013-4694(92)90160-j

Article  CAS  PubMed  Google Scholar 

Ames KC, Ryu SI, Shenoy KV (2019) Simultaneous motor preparation and execution in a last-moment reach correction task. Nat Commun 10(1):2718. https://doi.org/10.1038/s41467-019-10772-2

Article  CAS  PubMed  PubMed Central  Google Scholar 

Androulidakis AG, Doyle LMF, Gilbertson TP, Brown P (2006) Corrective movements in response to displacements in visual feedback are more effective during periods of 13–35 Hz oscillatory synchrony in the human corticospinal system. Eur J Neurosci 24(11):3299–3304. https://doi.org/10.1111/j.1460-9568.2006.05201.x

Article  PubMed  Google Scholar 

Arif S, Munawar S, Ali H (2023) Driving drowsiness detection using spectral signatures of EEG-based neurophysiology. Front Physiol 14:1153268. https://doi.org/10.3389/fphys.2023.1153268

Article  PubMed  PubMed Central  Google Scholar 

Aumann TD, Fetz EE (2004) Oscillatory activity in forelimb muscles of behaving monkeys evoked by microstimulation in the cerebellar nuclei. Neurosci Lett 361(1–3):106–110. https://doi.org/10.1016/j.neulet.2003.12.091

Article  CAS  PubMed  Google Scholar 

Axmacher N, Henseler MM, Jensen O, Weinreich I, Elger CE, Fell J (2010) Cross-frequency coupling supports multi-item working memory in the human hippocampus. Proc Natl Acad Sci 107(7):3228–3233. https://doi.org/10.1073/pnas.0911531107

Article  PubMed  PubMed Central  Google Scholar 

Baker SN, Olivier E, Lemon RN (1997) Coherent oscillations in monkey motor cortex and hand muscle EMG show task-dependent modulation. J Physiol 501(Pt 1):225–241. https://doi.org/10.1111/j.1469-7793.1997.225bo.x

Article  CAS  PubMed  PubMed Central  Google Scholar 

Barbaro MF, Kramer DR, Nune G, Lee MB, Peng T, Liu CY, Kellis S, Lee B (2019) Directional tuning during reach planning in the supramarginal gyrus using local field potentials. J Clin Neurosci off J Neurosurg Soc Australas 64:214–219. https://doi.org/10.1016/j.jocn.2019.03.061

Article  Google Scholar 

Bennet R, Reiner M (2022) Shared mechanisms underlie mental imagery and motor planning. Sci Rep 12(1):2947. https://doi.org/10.1038/s41598-022-06800-9

Article  CAS  PubMed  PubMed Central  Google Scholar 

Bland BH (1986) The physiology and pharmacology of hippocampal formation theta rhythms. Prog Neurobiol 26(1):1–54. https://doi.org/10.1016/0301-0082(86)90019-5

Article  CAS  PubMed  Google Scholar 

Brinkman L, Stolk A, Dijkerman HC, de Lange FP, Toni I (2014) Distinct roles for alpha- and beta-band oscillations during mental simulation of goal-directed actions. J Neurosci 34(44):14783–14792. https://doi.org/10.1523/JNEUROSCI.2039-14.2014

Article  CAS  PubMed  PubMed Central  Google Scholar 

Brovelli A, Ding M, Ledberg A, Chen Y, Nakamura R, Bressler SL (2004) Beta oscillations in a large-scale sensorimotor cortical network: directional influences revealed by Granger causality. Proc Natl Acad Sci USA 101(26):9849–9854. https://doi.org/10.1073/pnas.0308538101

Article  CAS  PubMed  PubMed Central  Google Scholar 

Burianová H, Marstaller L, Rich AN, Williams MA, Savage G, Ryan M, Sowman PF (2020) Motor neuroplasticity: a MEG-fMRI study of motor imagery and execution in healthy ageing. Neuropsychologia 146:107539. https://doi.org/10.1016/j.neuropsychologia.2020.107539

Article  PubMed  Google Scholar 

Burman DD (2019) Hippocampal connectivity with sensorimotor cortex during volitional finger movements: laterality and relationship to motor learning. PLoS ONE 14(9):e0222064. https://doi.org/10.1371/journal.pone.0222064

Article  CAS  PubMed  PubMed Central  Google Scholar 

Buzsáki G, Draguhn A (2004) Neuronal oscillations in cortical networks. Science (New York, n.y.) 304(5679):1926–1929. https://doi.org/10.1126/science.1099745

Article  CAS  PubMed  Google Scholar 

Buzsáki G, Moser EI (2013) Memory, navigation and theta rhythm in the hippocampal-entorhinal system. Nat Neurosci 16(2):130–138. https://doi.org/10.1038/nn.3304

Article  CAS  PubMed  PubMed Central  Google Scholar 

Caciagli L, Wandschneider B, Xiao F, Vollmar C, Centeno M, Vos SB, Trimmel K, Sidhu MK, Thompson PJ, Winston GP, Duncan JS (2019) Abnormal hippocampal structure and function in juvenile myoclonic epilepsy and unaffected siblings. Brain 142(9):2670–2687. https://doi.org/10.1093/brain/awz215

Calabrò RS, Naro A, Russo M, Leo A, De Luca R, Balletta T, Buda A, La Rosa G, Bramanti A, Bramanti P (2017) The role of virtual reality in improving motor performance as revealed by EEG: a randomized clinical trial. J Neuroeng Rehabil 14(1):53. https://doi.org/10.1186/s12984-017-0268-4

Article  PubMed  PubMed Central  Google Scholar 

Cantero JL, Atienza M (2005) The role of neural synchronization in the emergence of cognition across the wake-sleep cycle. Rev Neurosci 16(1):69–84. https://doi.org/10.1515/REVNEURO.2005.16.1.69

Chapin JK (2004) Using multi-neuron population recordings for neural prosthetics. Nat Neurosci 7(5):5. https://doi.org/10.1038/nn1234

Article  CAS  Google Scholar 

Chen K-H, Gogia AS, Tang AM, Del Campo-Vera RM, Sebastian R, Nune G, Wong J, Liu CY, Kellis S, Lee B (2020) Beta-band modulation in the human hippocampus during a conflict response task. J Neural Eng 17(6):066003. https://doi.org/10.1088/1741-2552/abc1b8

Article  Google Scholar 

Choi H, Lee J, Park J, Lee S, Ahn K-H, Kim IY, Lee K-M, Jang DP (2018) Improved prediction of bimanual movements by a two-staged (effector-then-trajectory) decoder with epidural ECoG in nonhuman primates. J Neural Eng 15(1):016011. https://doi.org/10.1088/1741-2552/aa8a83

Article  PubMed  Google Scholar 

Chung JW, Ofori E, Misra G, Hess CW, Vaillancourt DE (2017) Beta-band activity and connectivity in sensorimotor and parietal cortex are important for accurate motor performance. Neuroimage 144(Pt A):164–173. https://doi.org/10.1016/j.neuroimage.2016.10.008

Article  PubMed