Skip to content
naulon

No retraction, correction or concern found when last checked on Oct 30, 2026.

Beyond the Status Quo: A Role for Beta Oscillations in Endogenous Content (Re)Activation

Bernhard Spitzer, Saskia Haegens

eneuro · 2017 · Review · CC BY-NC-SA

doi:10.1523/eneuro.0170-17.2017

Abstract

Among the rhythms of the brain, oscillations in the beta frequency range (∼13–30 Hz) have been considered the most enigmatic. Traditionally associated with sensorimotor functions, beta oscillations have recently become more broadly implicated in top-down processing, long-range communication, and preservation of the current brain state. Here, we extend and refine these views based on accumulating new findings of content-specific beta-synchronization during endogenous information processing in working memory (WM) and decision making. We characterize such content-specific beta activity as short-lived, flexible network dynamics supporting the endogenous (re)activation of cortical representations. Specifically, we suggest that beta-mediated ensemble formation within and between cortical areas may awake, rather than merely preserve, an endogenous cognitive set in the service of current task demands. This proposal accommodates key aspects of content-specific beta modulations in monkeys and humans, integrates with timely computational models, and outlines a functional role for beta that fits its transient temporal characteristics.

Shown for reading. Its publisher allows quoting it, not republishing it.

References 152

  1. 1.

    Alavash M, Daube C, Wöstmann M, Brandmeyer A, Obleser J (2017 ) Large-scale network dynamics of beta-band oscillations underlie auditory perceptual decision-making. Net Neurosci 1:166–191.

    Not in our library10.1162/netn_a_00009

  2. 2.

    Antzoulatos EG, Miller EK (2014 ) Increases in functional connectivity between prefrontal cortex and striatum during category learning. Neuron 83:216–225.

    Not in our library10.1016/j.neuron.2014.05.005

  3. 3.

    Antzoulatos EG, Miller EK (2016 ) Synchronous beta rhythms of frontoparietal networks support only behaviorally relevant representations. eLife 5:e17822.

    Not in our library10.7554/elife.17822

  4. 4.

    Arnal LH, Giraud AL (2012 ) Cortical oscillations and sensory predictions. Trends Cogn Sci 16: 1–9.

    Not in our library10.1016/j.tics.2012.05.003

  5. 5.

    Arnal LH, Doelling KB, Poeppel D (2015 ) Delta–beta coupled oscillations underlie temporal prediction accuracy. Cereb Cortex 25:3077–3085.

    Not in our library10.1093/cercor/bhu103

  6. 6.

    Axmacher N, Schmitz DP, Wagner T, Elger CE, Fell J (2008 ) Interactions between medial temporal lobe, prefrontal cortex, and inferior temporal regions during visual working memory: a combined intracranial eeg and functional magnetic resonance imaging study. J Neurosci 28:7304–7312.

    Not in our library10.1523/jneurosci.1778-08.2008

  7. 7.

    Babiloni C, Babiloni F, Carducci F, Cincotti F, Vecchio F, Cola B, Rossi S, Miniussi C, Rossini PM (2004 ) Functional frontoparietal connectivity during short-term memory as revealed by high-resolution EEG coherence analysis. Behav Neurosci 118:687–697.

    Not in our library10.1037/0735-7044.118.4.687

  8. 8.

    Barak O, Tsodyks M, Romo R (2010 ) Neuronal population coding of parametric working memory. J Neurosci 30:9424–9430.

    Not in our library10.1523/jneurosci.1875-10.2010

  9. 9.

    Barron HC, Vogels TP, Behrens TE, Ramaswami M (2017 ) Inhibitory engrams in perception and memory. Proc Natl Acad Sci USA 114:6666-6674.

    Not in our library10.1073/pnas.1701812114

  10. 10.

    Bartolo R, Prado L, Merchant H (2014 ) Information processing in the primate basal ganglia during sensory-guided and internally driven rhythmic tapping. J Neurosci 34:3910–3923.

    Not in our library10.1523/jneurosci.2679-13.2014

  11. 11.

    Bastos AM, Usrey WM, Adams RA, Mangun GR, Fries P, Friston KJ (2012 ) Canonical microcircuits for predictive coding. Neuron 76:695–711.

    Not in our library10.1016/j.neuron.2012.10.038

  12. 12.

    Bastos AM, Vezoli J, Bosman CA, Schoffelen J-M, Oostenveld R, Dowdall JR, De Weerd P, Kennedy H, Fries P (2015 ) Visual areas exert feedforward and feedback influences through distinct frequency channels. Neuron 85:390–401.

    Not in our library10.1016/j.neuron.2014.12.018

  13. 13.

    Bauer M, Oostenveld R, Peeters M, Fries P (2006 ) Tactile spatial attention enhances gamma-band activity in somatosensory cortex and reduces low-frequency activity in parieto-occipital areas. J Neurosci 26:490–501.

    Not in our library10.1523/jneurosci.5228-04.2006

  14. 14.

    Benchenane K, Tiesinga PH, Battaglia FP (2011 ) Oscillations in the prefrontal cortex: a gateway to memory and attention. Curr Opin Neurobiol 21:475–485.

    Not in our library10.1016/j.conb.2011.01.004

  15. 15.

    Bidet-Caulet A, Barbe P-G, Roux S, Viswanath H, Barthélémy C, Bruneau N, Knight RT, Bonnet-Brilhault F (2012 ) Dynamics of anticipatory mechanisms during predictive context processing. Eur J Neurosci 36:2996–3004.

    Not in our library10.1111/j.1460-9568.2012.08223.x

  16. 16.

    Bishop GH (1932 ) Cyclic changes in excitability of the optic pathway of the rabbit. Am J Physiol 103:213–224.

    Not in our library

  17. 17.

    Buschman TJ, Miller EK (2007 ) Top-down versus bottom-up control of attention in the prefrontal and posterior parietal cortices. Science 315:1860–1862.

    Not in our library10.1126/science.1138071

  18. 18.

    Buschman TJ, Denovellis EL, Diogo C, Bullock D, Miller EK (2012 ) Synchronous oscillatory neural ensembles for rules in the prefrontal cortex. Neuron 76:838–846.

    Not in our library10.1016/j.neuron.2012.09.029

  19. 19.

    Buzsáki G, Draguhn A (2004 ) Neuronal oscillations in cortical networks. Science 304:1926–1929.

    Not in our library10.1126/science.1099745

  20. 20.

    Chen Y, Huang X (2016 ) Modulation of alpha and beta oscillations during an n-back task with varying temporal memory load. Front Psychol 6:2031.

    Not in our library10.3389/fpsyg.2015.02031

  21. 21.

    Christophel TB, Klink PC, Spitzer B, Roelfsema PR, Haynes J-D (2017 ) The distributed nature of working memory. Trends Cogn Sci 21:111–124.

    Not in our library10.1016/j.tics.2016.12.007

  22. 22.

    Crone NE, Miglioretti DL, Gordon B, Sieracki JM, Wilson MT, Uematsu S, Lesser RP (1998 ) Functional mapping of human sensorimotor cortex with electrocorticographic spectral analysis. I. Alpha and beta event-related desynchronization. Brain 121:2271–2299.

    Not in our library10.1093/brain/121.12.2271

  23. 23.

    Deiber M-P, Missonnier P, Bertrand O, Gold G, Fazio-Costa L, Ibañez V, Giannakopoulos P (2007 ) Distinction between perceptual and attentional processing in working memory tasks: a study of phase-locked and induced oscillatory brain dynamics. J Cogn Neurosci 19:158–172.

    Not in our library10.1162/jocn.2007.19.1.158

  24. 24.

    Dipoppa M, Gutkin BS (2013 ) Flexible frequency control of cortical oscillations enables computations required for working memory. Proc Natl Acad Sci USA 110:12828-12833.

    Not in our library10.1073/pnas.1303270110

  25. 25.

    Donner TH, Siegel M, Oostenveld R, Fries P, Bauer M, Engel AK (2007 ) Population activity in the human dorsal pathway predicts the accuracy of visual motion detection. J Neurophysiol 98:345–359.

    Not in our library10.1152/jn.01141.2006

  26. 26.

    Donner TH, Siegel M, Fries P, Engel AK (2009 ) Buildup of choice-predictive activity in human motor cortex during perceptual decision making. Curr Biol 19:1581–1585.

    Not in our library10.1016/j.cub.2009.07.066

  27. 27.

    Dotson NM, Salazar RF, Gray CM (2014 ) Frontoparietal correlation dynamics reveal interplay between integration and segregation during visual working memory. J Neurosci 34:13600–13613.

    Not in our library10.1523/jneurosci.1961-14.2014

  28. 28.

    Engel AK, Fries P (2010 ) Beta-band oscillations - signalling the status quo? Curr Opin Neurobiol 20:156–165.

    Not in our library10.1016/j.conb.2010.02.015

  29. 29.

    Fell J, Axmacher N (2011 ) The role of phase synchronization in memory processes. Nat Rev Neurosci 12:105–118.

    Not in our library10.1038/nrn2979

  30. 30.

    Fries P (2005 ) A mechanism for cognitive dynamics: neuronal communication through neuronal coherence. Trends Cogn Sci 9:474–480.

    Not in our library10.1016/j.tics.2005.08.011

  31. 31.

    Fries P (2015 ) Rhythms for cognition: communication through coherence. Neuron 88:220–235.

    Not in our library10.1016/j.neuron.2015.09.034

  32. 32.

    Fusi S, Miller EK, Rigotti M (2016 ) Why neurons mix: high dimensionality for higher cognition. Curr Opin Neurobiol 37:66–74.

    Not in our library10.1016/j.conb.2016.01.010

  33. 33.

    Gould IC, Nobre AC, Wyart V, Rushworth MFS (2012 ) Effects of decision variables and intraparietal stimulation on sensorimotor oscillatory activity in the human brain. J Neurosci 32:1–14.

    Not in our library10.1523/jneurosci.2200-12.2012

  34. 34.

    Haegens S, Nácher V, Luna R, Romo R, Jensen O (2011a ) alpha-Oscillations in the monkey sensorimotor network influence discrimination performance by rhythmical inhibition of neuronal spiking. Proc Natl Acad Sci USA 108:19377–19382.

    Not in our library10.1073/pnas.1117190108

  35. 35.

    Haegens S, Nácher V, Hernández A, Luna R, Jensen O, Romo R (2011b ) Beta oscillations in the monkey sensorimotor network reflect somatosensory decision making. Proc Natl Acad Sci USA 108:10708–10713.

    Not in our library10.1073/pnas.1107297108

  36. 36.

    Haegens S, Luther L, Jensen O (2012 ) Somatosensory anticipatory alpha activity increases to suppress distracting input. J Cogn Neurosci 24:677–685.

    Not in our library10.1162/jocn_a_00164

  37. 37.

    Hanslmayr S, Spitzer B, Bäuml KH (2009 ) Brain oscillations dissociate between semantic and nonsemantic encoding of episodic memories. Cereb Cortex 19:1631–1640.

    Not in our library10.1093/cercor/bhn197

  38. 38.

    Hanslmayr S, Volberg G, Wimber M, Raabe M, Greenlee MW, Bäuml K-HT (2011 ) The relationship between brain oscillations and BOLD signal during memory formation: a combined EEG–fMRI study. J Neurosci 31:15674–15680.

    Not in our library10.1523/jneurosci.3140-11.2011

  39. 39.
  40. 40.

    Hari R, Salmelin R (1997 ) Human cortical oscillations: a neuromagnetic view through the skull. Trends Neurosci 20:44–49.

    Not in our library10.1016/s0166-2236(96)10065-5

  41. 41.

    Harrison SA, Tong F (2009 ) Decoding reveals the contents of visual working memory in early visual areas. Nature 458:632–635.

    Not in our library10.1038/nature07832

  42. 42.

    Hawellek DJ, Wong YT, Pesaran B (2016 ) Temporal coding of reward-guided choice in the posterior parietal cortex. Proc Natl Acad Sci USA 113:13492–13497.

    Not in our library10.1073/pnas.1606479113

  43. 43.

    Hebb DO (1949 ) The organization of behavior: a neuropsychological theory. New York: Wiley.

    Not in our library

  44. 44.

    Herding J, Spitzer B, Blankenburg F (2016 ) Upper beta band oscillations in human premotor cortex encode subjective choices in a vibrotactile comparison task. J Cogn Neurosci 28:668–679.

    Not in our library10.1162/jocn_a_00932

  45. 45.

    Herding J, Ludwig S, Blankenburg F (2017 ) Response-modality-specific encoding of human choices in upper beta-band oscillations during vibrotactile comparisons. Front Hum Neurosci 11:118.

    Not in our library10.3389/fnhum.2017.00118

  46. 46.

    Hernández A, Zainos A, Romo R (2002 ) Temporal evolution of a decision-making process in medial premotor cortex. Neuron 33:959–972.

    Not in our library10.1016/s0896-6273(02)00613-x

  47. 47.

    Hernández A, Nácher V, Luna R, Zainos A, Lemus L, Alvarez M, Vázquez Y, Camarillo L, Romo R (2010 ) Decoding a perceptual decision process across cortex. Neuron 66:300–314.

    Not in our library10.1016/j.neuron.2010.03.031

  48. 48.

    Herrmann B, Henry MJ, Haegens S, Obleser J (2016 ) Temporal expectations and neural amplitude fluctuations in auditory cortex interactively influence perception. NeuroImage 124:487–497.

    Not in our library10.1016/j.neuroimage.2015.09.019

  49. 49.

    Holgado AJN, Terry JR, Bogacz R (2010 ) Conditions for the generation of beta oscillations in the subthalamic nucleus–globus pallidus network. J Neurosci 30:12340–12352.

    Not in our library10.1523/jneurosci.0817-10.2010

  50. 50.

    Honkanen R, Rouhinen S, Wang SH, Palva JM, Palva S (2015 ) Gamma oscillations underlie the maintenance of feature-specific information and the contents of visual working memory. Cereb Cortex 25:3788–3801.

    Not in our library10.1093/cercor/bhu263

  51. 51.

    Hussar CR, Pasternak T (2012 ) Memory-guided sensory comparisons in the prefrontal cortex: contribution of putative pyramidal cells and interneurons. J Neurosci 32:2747–2761.

    Not in our library10.1523/jneurosci.5135-11.2012

  52. 52.

    Jacob SN, Nieder A (2014 ) Complementary roles for primate frontal and parietal cortex in guarding working memory from distractor stimuli. Neuron 83:226–237.

    Not in our library10.1016/j.neuron.2014.05.009

  53. 53.

    Jenkinson N, Brown P (2011 ) New insights into the relationship between dopamine, beta oscillations and motor function. Trends Neurosci 34:611–618.

    Not in our library10.1016/j.tins.2011.09.003

  54. 54.

    Jensen O, Goel P, Kopell N, Pohja M, Hari R, Ermentrout B (2005 ) On the human sensorimotor-cortex beta rhythm: sources and modeling. NeuroImage 26:347–355.

    Not in our library10.1016/j.neuroimage.2005.02.008

  55. 55.

    Jensen O, Mazaheri A (2010 ) Shaping functional architecture by oscillatory alpha activity: gating by inhibition. Front Hum Neurosci 4:186.

    Not in our library10.3389/fnhum.2010.00186

  56. 56.

    Jha A, Nachev P, Barnes G, Husain M, Brown P, Litvak V (2015 ) The frontal control of stopping. Cereb Cortex 25:4392–4406.

    Not in our library10.1093/cercor/bhv027

  57. 57.

    Johnson MK (1992 ) MEM: mechanisms of recollection. J Cogn Neurosci 4:268–280.

    Not in our library10.1162/jocn.1992.4.3.268

  58. 58.

    Jones SR (2016 ) When brain rhythms aren't 'rhythmic': implication for their mechanisms and meaning. Curr Opin Neurobiol 40:72–80.

    Not in our library10.1016/j.conb.2016.06.010

  59. 59.

    Jones SR, Pritchett DL, Stufflebeam SM, Hämäläinen M, Moore CI (2007 ) Neural correlates of tactile detection: a combined magnetoencephalography and biophysically based computational modeling study. J Neurosci 27:10751–10764.

    Not in our library10.1523/jneurosci.0482-07.2007

  60. 60.

    Jones SR, Pritchett DL, Sikora MA, Stufflebeam SM, Hämäläinen M, Moore CI (2009 ) Quantitative analysis and biophysically realistic neural modeling of the MEG mu rhythm: rhythmogenesis and modulation of sensory-evoked responses. J Neurophysiol 102:3554–3572.

    Not in our library10.1152/jn.00535.2009

  61. 61.

    Jones SR, Kerr CE, Wan Q, Pritchett DL, Hämäläinen M, Moore CI (2010 ) Cued spatial attention drives functionally relevant modulation of the mu rhythm in primary somatosensory cortex. J Neurosci 30:13760–13765.

    Not in our library10.1523/jneurosci.2969-10.2010

  62. 62.

    Jonides J, Lewis RL, Nee DE, Lustig CA, Berman MG, Moore KS (2008 ) The mind and brain of short-term memory. Annu Rev Psychol 59:193–224.

    Not in our library10.1146/annurev.psych.59.103006.093615

  63. 63.

    Kaiser J, Lennert T, Lutzenberger W (2007 ) Dynamics of oscillatory activity during auditory decision making. Cereb Cortex 17:2258–2267.

    Not in our library10.1093/cercor/bhl134

  64. 64.

    Kilavik BE, Zaepffel M, Brovelli A, MacKay WA, Riehle A (2013 ) The ups and downs of beta oscillations in sensorimotor cortex. Exp Neurol 245:15–26.

    Not in our library10.1016/j.expneurol.2012.09.014

  65. 65.

    Klimesch W, Sauseng P, Hanslmayr S (2007 ) EEG alpha oscillations: the inhibition-timing hypothesis. Brain Res Rev 53:63–88.

    Not in our library10.1016/j.brainresrev.2006.06.003

  66. 66.

    Kloosterman NA, Meindertsma T, Hillebrand A, van Dijk BW, Lamme VAF, Donner TH (2015 ) Top-down modulation in human visual cortex predicts the stability of a perceptual illusion. J Neurophysiol 113:1063–1076.

    Not in our library10.1152/jn.00338.2014

  67. 67.

    Kopell N, Ermentrout GB, Whittington MA, Traub RD (2000 ) Gamma rhythms and beta rhythms have different synchronization properties. Proc Natl Acad Sci USA 97:1867–1872.

    Not in our library10.1073/pnas.97.4.1867

  68. 68.

    Kopell N, Whittington MA, Kramer MA (2011 ) Neuronal assembly dynamics in the beta1 frequency range permits short-term memory. Proc Natl Acad Sci USA 108:3779–3784.

    Not in our library10.1073/pnas.1019676108

  69. 69.

    Kornblith S, Buschman TJ, Miller EK (2016 ) Stimulus load and oscillatory activity in higher cortex. Cereb Cortex 26:3772–3784.

    Not in our library10.1093/cercor/bhv182

  70. 70.

    Kramer MA, Roopun AK, Carracedo LM, Traub RD, Whittington MA, Kopell NJ (2008 ) Rhythm generation through period concatenation in rat somatosensory cortex. PLoS Comput Biol 4:e1000169.

    Not in our library10.1371/journal.pcbi.1000169

  71. 71.

    Kubanek J, Snyder LH, Brunton BW, Brody CD, Schalk G (2013 ) A low-frequency oscillatory neural signal in humans encodes a developing decision variable. NeuroImage 83:795–808.

    Not in our library10.1016/j.neuroimage.2013.06.085

  72. 72.

    Kubota K, Iwamoto T, Suzuki H (1974 ) Visuokinetic activities of primate prefrontal neurons during delayed-response performance. J Neurophysiol 37:1197–1212.

    Not in our library10.1152/jn.1974.37.6.1197

  73. 73.

    Lakatos P, Karmos G, Mehta AD, Ulbert I, Schroeder CE (2008 ) Entrainment of neuronal oscillations as a mechanism of attentional selection. Science 320:110–113.

    Not in our library10.1126/science.1154735

  74. 74.

    Lara AH, Wallis JD (2014 ) Executive control processes underlying multi-item working memory. Nat Neurosci 17:876–883.

    Not in our library10.1038/nn.3702

  75. 75.
  76. 76.

    Lewis CM, Bosman CA, Brunet NM, Lima B, Roberts MJ, Womelsdorf T, Weerd P, Neuenschwander S, Singer W, Fries P (2016 ) Two frequency bands contain the most stimulus-related information in visual cortex. bioRxiv 049718

    Not in our library

  77. 77.

    Liebe S, Hoerzer GM, Logothetis NK, Rainer G (2012 ) Theta coupling between V4 and prefrontal cortex predicts visual short-term memory performance. Nat Neurosci 15:456–462.

    Not in our library10.1038/nn.3038

  78. 78.

    Lisman JE, Jensen O (2013 ) The θ-gamma neural code. Neuron 77:1002–1016.

    Not in our library10.1016/j.neuron.2013.03.007

  79. 79.

    Ludwig S, Spitzer B, Jacobs AM, Sekutowicz M, Sterzer P, Blankenburg F (2016 ) Spectral EEG abnormalities during vibrotactile encoding and quantitative working memory processing in schizophrenia. NeuroImage 11:578–587.

    Not in our library10.1016/j.nicl.2016.04.004

  80. 80.

    Lundqvist M, Compte A, Lansner A (2010 ) Bistable, irregular firing and population oscillations in a modular attractor memory network. PLoS Comput Biol 6:e1000803.

    Not in our library10.1371/journal.pcbi.1000803

  81. 81.

    Lundqvist M, Herman P, Lansner A (2011 ) Theta and gamma power increases and alpha/beta power decreases with memory load in an attractor network model. J Cogn Neurosci 23:3008–3020.

    Not in our library10.1162/jocn_a_00029

  82. 82.

    Lundqvist M, Rose J, Herman P, Brincat SL, Buschman TJ, Miller EK (2016 ) Gamma and beta bursts underlie working memory. Neuron 90:152–164.

    Not in our library10.1016/j.neuron.2016.02.028

  83. 83.

    Marco-Pallarés J, Münte TF, Rodríguez-Fornells A (2015 ) The role of high-frequency oscillatory activity in reward processing and learning. Neurosci Biobehav Rev 49:1–7.

    Not in our library10.1016/j.neubiorev.2014.11.014

  84. 84.

    McCarthy MM, Moore-Kochlacs C, Gu X, Boyden ES, Han X, Kopell N (2011 ) Striatal origin of the pathologic beta oscillations in Parkinson's disease. Proc Natl Acad Sci USA 108:11620–11625.

    Not in our library10.1073/pnas.1107748108

  85. 85.

    Mendoza-Halliday D, Torres S, Martinez-Trujillo JC (2014 ) Sharp emergence of feature-selective sustained activity along the dorsal visual pathway. Nat Neurosci 17:1255–1262.

    Not in our library10.1038/nn.3785

  86. 86.

    Merchant H, Grahn J, Trainor L, Rohrmeier M, Fitch WT (2015 ) Finding the beat: a neural perspective across humans and non-human primates. Philos Trans R Soc Lond B Biol Sci 370:20140093.

    Not in our library10.1098/rstb.2014.0093

  87. 87.

    Michalareas G, Vezoli J, van Pelt S, Schoffelen J-M, Kennedy H, Fries P (2016 ) Alpha-beta and gamma rhythms subserve feedback and feedforward influences among human visual cortical areas. Neuron 89:384–397.

    Not in our library10.1016/j.neuron.2015.12.018

  88. 88.
  89. 89.

    Miller EK, Erickson CA, Desimone R (1996 ) Neural mechanisms of visual working memory in prefrontal cortex of the macaque. J Neurosci 16:5154–5167.

    Not in our library10.1523/jneurosci.16-16-05154.1996

  90. 90.

    Mongillo G, Barak O, Tsodyks M (2008 ) Synaptic theory of working memory. Science 319:1543–1546.

    Not in our library10.1126/science.1150769

  91. 91.

    Mountcastle VB, Talbot WH, Darian-Smith I, Kornhuber HH (1967 ) Neural basis of the sense of flutter-vibration. Science 155:597–600.

    Not in our library10.1126/science.155.3762.597

  92. 92.

    Murthy VN, Fetz EE (1992 ) Coherent 25- to 35-Hz oscillations in the sensorimotor cortex of awake behaving monkeys. Proc Natl Acad Sci USA 89:5670–5674.

    Not in our library10.1073/pnas.89.12.5670

  93. 93.
  94. 94.

    Neuper C, Pfurtscheller G (2001 ) Event-related dynamics of cortical rhythms: frequency-specific features and functional correlates. Int J Psychophysiol 43:41–58.

    Not in our library10.1016/s0167-8760(01)00178-7

  95. 95.

    Nieder A (2012 ) Supramodal numerosity selectivity of neurons in primate prefrontal and posterior parietal cortices. Proc Natl Acad Sci USA 109:11860–11865.

    Not in our library10.1073/pnas.1204580109

  96. 96.

    O'Connell RG, Dockree PM, Kelly SP (2012 ) A supramodal accumulation-to-bound signal that determines perceptual decisions in humans. Nat Neurosci 15:1729–1735.

    Not in our library10.1038/nn.3248

  97. 97.

    Oberauer K (2002 ) Access to information in working memory: exploring the focus of attention. J Exp Psychol Learn Mem Cogn 28:411–421.

    Not in our library

  98. 98.

    Palmigiano A, Geisel T, Wolf F, Battaglia D (2017 ) Flexible information routing by transient synchrony. Nat Neurosci 20:1014–1022.

    Not in our library10.1038/nn.4569

  99. 99.

    Palva S, Kulashekhar S, Hämäläinen M, Palva JM (2011 ) Localization of cortical phase and amplitude dynamics during visual working memory encoding and retention. J Neurosci 31:5013–5025.

    Not in our library10.1523/jneurosci.5592-10.2011

  100. 100.

    Pesaran B, Nelson MJ, Andersen RA (2008 ) Free choice activates a decision circuit between frontal and parietal cortex. Nature 453:406–409.

    Not in our library10.1038/nature06849

  101. 101.

    Pesaran B, Pezaris JS, Sahani M, Mitra PP, Andersen RA (2002 ) Temporal structure in neuronal activity during working memory in macaque parietal cortex. Nat Neurosci 5:805–811.

    Not in our library10.1038/nn890

  102. 102.

    Pfeffer CK, Xue M, He M, Huang ZJ, Scanziani M (2013 ) Inhibition of inhibition in visual cortex: the logic of connections between molecularly distinct interneurons. Nat Neurosci 16:1068–1076.

    Not in our library10.1038/nn.3446

  103. 103.

    Pfurtscheller G, Lopes da Silva FH (1999 ) Event-related EEG/MEG synchronization and desynchronization: basic principles. Clin Neurophysiol 110:1842–1857.

    Not in our library10.1016/s1388-2457(99)00141-8

  104. 104.

    Pfurtscheller G, Stancák A Jr, Neuper C (1996 ) Event-related synchronization (ERS) in the alpha band - an electrophysiological correlate of cortical idling: a review. Int J Psychophysiol 24:39–46.

    Not in our library10.1016/s0167-8760(96)00066-9

  105. 105.

    Piantoni G, Kline KA, Eagleman DM (2010 ) Beta oscillations correlate with the probability of perceiving rivalrous visual stimuli. J Vis 10:18-18.

    Not in our library10.1167/10.13.18

  106. 106.

    Ramaswami M (2014 ) Network plasticity in adaptive filtering and behavioral habituation. Neuron 82:1216–1229.

    Not in our library10.1016/j.neuron.2014.04.035

  107. 107.

    Rigotti M, Barak O, Warden MR, Wang X-J, Daw ND, Miller EK, Fusi S (2013 ) The importance of mixed selectivity in complex cognitive tasks. Nature 497:585–590.

    Not in our library10.1038/nature12160

  108. 108.

    Romo R, de Lafuente V (2013 ) Conversion of sensory signals into perceptual decisions. Prog Neurobiol 103:41–75.

    Not in our library10.1016/j.pneurobio.2012.03.007

  109. 109.

    Romo R, Brody CD, Hernández A, Lemus L (1999 ) Neuronal correlates of parametric working memory in the prefrontal cortex. Nature 399:470–473.

    Not in our library10.1038/20939

  110. 110.

    Romo R, Hernández A, Zainos A, Lemus L, Brody CD (2002 ) Neuronal correlates of decision-making in secondary somatosensory cortex. Nat Neurosci 5:1217–1225.

    Not in our library10.1038/nn950

  111. 111.

    Roopun AK, Middleton SJ, Cunningham MO, LeBeau FEN, Bibbig A, Whittington MA, Traub RD (2006 ) A beta2-frequency (20–30 Hz) oscillation in nonsynaptic networks of somatosensory cortex. Proc Natl Acad Sci USA 103:15646–15650.

    Not in our library10.1073/pnas.0607443103

  112. 112.
  113. 113.

    Rose NS, LaRocque JJ, Riggall AC, Gosseries O, Starrett MJ, Meyering EE, Postle BR (2016 ) Reactivation of latent working memories with transcranial magnetic stimulation. Science 354:1136–1139.

    Not in our library10.1126/science.aah7011

  114. 114.

    Roux F, Uhlhaas PJ (2014 ) Working memory and neural oscillations: alpha-gamma versus θ-gamma codes for distinct WM information? Trends Cogn Sci 18:16–25.

    Not in our library10.1016/j.tics.2013.10.010

  115. 115.

    Rule ME, Vargas-Irwin CE, Donoghue JP, Truccolo W (2017 ) Dissociation between sustained single-neuron spiking beta-rhythmicity and transient beta-LFP oscillations in primate motor cortex. J Neurophysiol 117:1524-1543.

    Not in our library10.1152/jn.00651.2016

  116. 116.

    Sacchet MD, LaPlante RA, Wan Q, Pritchett DL, Lee AKC, Hamalainen M, Moore CI, Kerr CE, Jones SR (2015 ) Attention drives synchronization of alpha and beta rhythms between right inferior frontal and primary sensory neocortex. J Neurosci 35:2074–2082.

    Not in our library10.1523/jneurosci.1292-14.2015

  117. 117.

    Salazar RF, Dotson NM, Bressler SL, Gray CM (2012 ) Content-specific fronto-parietal synchronization during visual working memory. Science 338:1097–1100.

    Not in our library10.1126/science.1224000

  118. 118.

    Sanes JN, Donoghue JP (1993 ) Oscillations in local field potentials of the primate motor cortex during voluntary movement. Proc Natl Acad Sci USA 90:4470–4474.

    Not in our library10.1073/pnas.90.10.4470

  119. 119.

    Schmiedt JT, Maier A, Fries P, Saunders RC, Leopold DA, Schmid MC (2014 ) Beta oscillation dynamics in extrastriate cortex after removal of primary visual cortex. J Neurosci 34:11857–11864.

    Not in our library10.1523/jneurosci.0509-14.2014

  120. 120.

    Schroeder CE, Lakatos P (2009 ) Low-frequency neuronal oscillations as instruments of sensory selection. Trends Neurosci 32:9–18.

    Not in our library10.1016/j.tins.2008.09.012

  121. 121.

    Schubert R, Haufe S, Blankenburg F, Villringer A, Curio G (2009 ) Now you'll feel it, now you won't: EEG rhythms predict the effectiveness of perceptual masking. J Cogn Neurosci 21:2407–2419.

    Not in our library10.1162/jocn.2008.21174

  122. 122.

    Sederberg PB, Gauthier LV, Terushkin V, Miller JF, Barnathan JA, Kahana MJ (2006 ) Oscillatory correlates of the primacy effect in episodic memory. NeuroImage 32:1422–1431.

    Not in our library10.1016/j.neuroimage.2006.04.223

  123. 123.

    Sherman MA, Lee S, Law R, Haegens S, Thorn CA, Hämäläinen MS, Moore CI, Jones SR (2016 ) Neural mechanisms of transient neocortical beta rhythms: converging evidence from humans, computational modeling, monkeys, and mice. Proc Natl Acad Sci USA 113:E4885-E4894.

    Not in our library10.1073/pnas.1604135113

  124. 124.

    Siegel M, Warden MR, Miller EK (2009 ) Phase-dependent neuronal coding of objects in short-term memory. Proc Natl Acad Sci USA 106:21341–21346.

    Not in our library10.1073/pnas.0908193106

  125. 125.
  126. 126.

    Spitzer B, Blankenburg F (2011 ) Stimulus-dependent EEG activity reflects internal updating of tactile working memory in humans. Proc Natl Acad Sci USA 108:8444–8449.

    Not in our library10.1073/pnas.1104189108

  127. 127.

    Spitzer B, Blankenburg F (2012 ) Supramodal parametric working memory processing in humans. J Neurosci 32:3287–3295.

    Not in our library10.1523/jneurosci.5280-11.2012

  128. 128.

    Spitzer B, Wacker E, Blankenburg F (2010 ) Oscillatory correlates of vibrotactile frequency processing in human working memory. J Neurosci 30:4496–4502.

    Not in our library10.1523/jneurosci.6041-09.2010

  129. 129.

    Spitzer B, Fleck S, Blankenburg F (2014a ) Parametric alpha- and beta-band signatures of supramodal numerosity information in human working memory. J Neurosci 34:4293–4302.

    Not in our library10.1523/jneurosci.4580-13.2014

  130. 130.

    Spitzer B, Gloel M, Schmidt TT, Blankenburg F (2014b ) Working memory coding of analog stimulus properties in the human prefrontal cortex. Cereb Cortex 24:2229–2236.

    Not in our library10.1093/cercor/bht084

  131. 131.

    Spitzer B, Hanslmayr S, Opitz B, Mecklinger A, Bäuml K-H (2009 ) Oscillatory correlates of retrieval-induced forgetting in recognition memory. J Cogn Neurosci 21:976–990.

    Not in our library10.1162/jocn.2009.21072

  132. 132.

    Sprague TC, Ester EF, Serences JT (2016 ) Restoring latent visual working memory representations in human cortex. Neuron 91:694–707.

    Not in our library10.1016/j.neuron.2016.07.006

  133. 133.

    Stanley DA, Roy JE, Aoi MC, Kopell NJ (2016 ) Low-beta oscillations turn up the gain during category judgments. Cereb Cortex.

    Not in our library10.1093/cercor/bhw356

  134. 134.
  135. 135.

    Tallon-Baudry C, Bertrand O, Peronnet F, Pernier J (1998 ) Induced gamma-band activity during the delay of a visual short-term memory task in humans. J Neurosci 18:4244–4254.

    Not in our library10.1523/jneurosci.18-11-04244.1998

  136. 136.

    Tallon-Baudry C, Bertrand O, Fischer C (2001 ) Oscillatory synchrony between human extrastriate areas during visual short-term memory maintenance. J Neurosci 21:RC177.

    Not in our library10.1523/jneurosci.21-20-j0008.2001

  137. 137.

    Tallon-Baudry C, Mandon S, Freiwald WA, Kreiter AK (2004 ) Oscillatory synchrony in the monkey temporal lobe correlates with performance in a visual short-term memory task. Cereb Cortex 14:713–720.

    Not in our library10.1093/cercor/bhh031

  138. 138.

    Twomey DM, Kelly SP, O'Connell RG (2016 ) Abstract and effector-selective decision signals exhibit qualitatively distinct dynamics before delayed perceptual reports. J Neurosci 36:7346–7352.

    Not in our library10.1523/jneurosci.4162-15.2016

  139. 139.

    Van Ede F, Jensen O, Maris E (2010 ) Tactile expectation modulates pre-stimulus beta-band oscillations in human sensorimotor cortex. NeuroImage 51:867–876.

    Not in our library10.1016/j.neuroimage.2010.02.053

  140. 140.

    Van Ede F, de Lange F, Jensen O, Maris E (2011 ) Orienting attention to an upcoming tactile event involves a spatially and temporally specific modulation of sensorimotor alpha- and beta-band oscillations. J Neurosci 31:2016–2024.

    Not in our library10.1523/jneurosci.5630-10.2011

  141. 141.

    Varela F, Lachaux J-P, Rodriguez E, Martinerie J (2001 ) The brainweb: phase synchronization and large-scale integration. Nat Rev Neurosci 2:229–239.

    Not in our library10.1038/35067550

  142. 142.

    Vergara J, Rivera N, Rossi-Pool R, Romo R (2016 ) A neural parametric code for storing information of more than one sensory modality in working memory. Neuron 89:54–62.

    Not in our library10.1016/j.neuron.2015.11.026

  143. 143.

    Wang X-J (2010 ) Neurophysiological and computational principles of cortical rhythms in cognition. Physiol Rev 90:1195–1268.

    Not in our library10.1152/physrev.00035.2008

  144. 144.

    Warden MR, Miller EK (2007 ) The representation of multiple objects in prefrontal neuronal delay activity. Cereb Cortex 17 [Suppl 1]:i41–i50.

    Not in our library10.1093/cercor/bhm070

  145. 145.

    Watanabe K, Funahashi S (2014 ) Neural mechanisms of dual-task interference and cognitive capacity limitation in the prefrontal cortex. Nat Neurosci 17:601–611.

    Not in our library10.1038/nn.3667

  146. 146.

    Weiss S, Mueller HM (2012 ) “Too many betas do not spoil the broth”: the role of beta brain oscillations in language processing. Front Psychol 3:201.

    Not in our library10.3389/fpsyg.2012.00201

  147. 147.

    Whittingstall K, Logothetis NK (2009 ) Frequency-band coupling in surface EEG reflects spiking activity in monkey visual cortex. Neuron 64:281–289.

    Not in our library10.1016/j.neuron.2009.08.016

  148. 148.

    Wimmer K, Ramon M, Pasternak T, Compte A (2016 ) Transitions between multiband oscillatory patterns characterize memory-guided perceptual decisions in prefrontal circuits. J Neurosci 36:489–505.

    Not in our library10.1523/jneurosci.3678-15.2016

  149. 149.

    Wong YT, Fabiszak MM, Novikov Y, Daw ND, Pesaran B (2016 ) Coherent neuronal ensembles are rapidly recruited when making a look-reach decision. Nat Neurosci 19:327–334.

    Not in our library10.1038/nn.4210

  150. 150.

    Wyart V, de Gardelle V, Scholl J, Summerfield C (2012 ) Rhythmic fluctuations in evidence accumulation during decision making in the human brain. Neuron 76:847–858.

    Not in our library10.1016/j.neuron.2012.09.015

  151. 151.

    Wyart V, Myers NE, Summerfield C (2015 ) Neural mechanisms of human perceptual choice under focused and divided attention. J Neurosci 35:3485–3498.

    Not in our library10.1523/jneurosci.3276-14.2015

  152. 152.

    Zhang Y, Chen Y, Bressler SL, Ding M (2008 ) Response preparation and inhibition: the role of the cortical sensorimotor beta rhythm. Neuroscience 156:238–246.

    Not in our library10.1016/j.neuroscience.2008.06.061

Cited by papers we hold 10

Reads

Read by people on this page

None yet.

Checked or read by AI through naulon

None yet.

A person counts once a day per paper. We keep no cookie and no address: a reader is a hash that changes every day. Any month under five reads shows no number.

Are you an author?

Is this your paper?

Claim it to add your note and be paid when agents cite it. Free.