Post‐training stimulation of the right dorsolateral prefrontal cortex impairs working memory training performance
dc.contributor.author | Au, Jacky | |
dc.contributor.author | Katz, Benjamin | |
dc.contributor.author | Moon, Austin | |
dc.contributor.author | Talati, Sheebani | |
dc.contributor.author | Abagis, Tessa R. | |
dc.contributor.author | Jonides, John | |
dc.contributor.author | Jaeggi, Susanne M. | |
dc.date.accessioned | 2021-11-02T00:45:05Z | |
dc.date.available | 2022-11-01 20:45:04 | en |
dc.date.available | 2021-11-02T00:45:05Z | |
dc.date.issued | 2021-10 | |
dc.identifier.citation | Au, Jacky; Katz, Benjamin; Moon, Austin; Talati, Sheebani; Abagis, Tessa R.; Jonides, John; Jaeggi, Susanne M. (2021). "Post‐training stimulation of the right dorsolateral prefrontal cortex impairs working memory training performance." Journal of Neuroscience Research (10): 2351-2363. | |
dc.identifier.issn | 0360-4012 | |
dc.identifier.issn | 1097-4547 | |
dc.identifier.uri | https://hdl.handle.net/2027.42/170805 | |
dc.description.abstract | Research investigating transcranial direct current stimulation (tDCS) to enhance cognitive training augments both our understanding of its long‐term effects on cognitive plasticity as well as potential applications to strengthen cognitive interventions. Previous work has demonstrated enhancement of working memory training while applying concurrent tDCS to the dorsolateral prefrontal cortex (DLPFC). However, the optimal stimulation parameters are still unknown. For example, the timing of tDCS delivery has been shown to be an influential variable that can interact with task learning. In the present study, we used tDCS to target the right DLPFC while participants trained on a visuospatial working memory task. We sought to compare the relative efficacy of online stimulation delivered during training to offline stimulation delivered either immediately before or afterwards. We were unable to replicate previously demonstrated benefits of online stimulation; however, we did find evidence that offline stimulation delivered after training can actually be detrimental to training performance relative to sham. We interpret our results in light of evidence suggesting a role of the right DLPFC in promoting memory interference, and conclude that while tDCS may be a promising tool to influence the results of cognitive training, more research and an abundance of caution are needed before fully endorsing its use for cognitive enhancement. This work suggests that effects can vary substantially in magnitude and direction between studies, and may be heavily dependent on a variety of intervention protocol parameters such as the timing and location of stimulation delivery, about which our understanding is still nascent.We delivered transcranial direct current stimulation over the right dorsolateral prefrontal cortex before, during, or after working memory training in order to assess the optimal stimulation timing to maximize learning. Although our procedure did not end up eliciting learning benefits, we did find that stimulation immediately after training impaired performance. | |
dc.publisher | Wiley Periodicals, Inc. | |
dc.publisher | Academic Press | |
dc.subject.other | stimulation timing | |
dc.subject.other | transcranial direct current stimulation | |
dc.subject.other | offline tDCS | |
dc.subject.other | memory interference | |
dc.subject.other | consolidation | |
dc.subject.other | cognitive training | |
dc.subject.other | online tDCS | |
dc.title | Post‐training stimulation of the right dorsolateral prefrontal cortex impairs working memory training performance | |
dc.type | Article | |
dc.rights.robots | IndexNoFollow | |
dc.subject.hlbsecondlevel | Neurosciences | |
dc.subject.hlbsecondlevel | Psychology | |
dc.subject.hlbsecondlevel | Public Health | |
dc.subject.hlbsecondlevel | Molecular, Cellular and Developmental Biology | |
dc.subject.hlbtoplevel | Social Sciences | |
dc.subject.hlbtoplevel | Health Sciences | |
dc.subject.hlbtoplevel | Science | |
dc.description.peerreviewed | Peer Reviewed | |
dc.description.bitstreamurl | http://deepblue.lib.umich.edu/bitstream/2027.42/170805/1/jnr24784_am.pdf | |
dc.description.bitstreamurl | http://deepblue.lib.umich.edu/bitstream/2027.42/170805/2/jnr24784.pdf | |
dc.description.bitstreamurl | http://deepblue.lib.umich.edu/bitstream/2027.42/170805/3/jnr24784-sup-0002-Supinfo2.pdf | |
dc.identifier.doi | 10.1002/jnr.24784 | |
dc.identifier.source | Journal of Neuroscience Research | |
dc.identifier.citedreference | Rohan, J. G., Carhuatanta, K. A., McInturf, S. M., Miklasevich, M. K., & Jankord, R. ( 2015 ). Modulating hippocampal plasticity with in vivo brain stimulation. Journal of Neuroscience, 35 ( 37 ), 12824 – 12832. https://doi.org/10.1523/JNEUROSCI.2376‐15.2015 | |
dc.identifier.citedreference | Pirulli, C., Fertonani, A., & Miniussi, C. ( 2013 ). The role of timing in the induction of neuromodulation in perceptual learning by transcranial electric stimulation. Brain Stimulation, 6 ( 4 ), 683 – 689. https://doi.org/10.1016/j.brs.2012.12.005 | |
dc.identifier.citedreference | Podda, M. V., Cocco, S., Mastrodonato, A., Fusco, S., Leone, L., Barbati, S. A., Colussi, C., Ripoli, C., & Grassi, C. ( 2016 ). Anodal transcranial direct current stimulation boosts synaptic plasticity and memory in mice via epigenetic regulation of Bdnf expression. Scientific Reports, 6 ( 1 ), 1 – 19. https://doi.org/10.1038/srep22180 | |
dc.identifier.citedreference | Pugin, F., Metz, A. J., Wolf, M., Achermann, P., Jenni, O. G., & Huber, R. ( 2015 ). Local increase of sleep slow wave activity after three weeks of working memory training in children and adolescents. Sleep, 38 ( 4 ), 607 – 614. https://doi.org/10.5665/sleep.4580 | |
dc.identifier.citedreference | Ranieri, F., Podda, M. V., Riccardi, E., Frisullo, G., Dileone, M., Profice, P., Pilato, F., Di Lazzaro, V., & Grassi, C. ( 2012 ). Modulation of LTP at rat hippocampal CA3‐CA1 synapses by direct current stimulation. Journal of Neurophysiology, 107 ( 7 ), 1868 – 1880. https://doi.org/10.1152/jn.00319.2011 | |
dc.identifier.citedreference | Reiman, K. ( 2015 ). Are declarative and procedural working memory functionally analogous? Testing working memory using the task span (Doctoral dissertation), Lehigh University. https://preserve.lehigh.edu/cgi/viewcontent.cgi?article=3780&context=etd | |
dc.identifier.citedreference | Reis, J., Fischer, J. T., Prichard, G., Weiller, C., Cohen, L. G., & Fritsch, B. ( 2015 ). Time‐ but not sleep‐dependent consolidation of tDCS‐enhanced visuomotor skills. Cerebral Cortex, 25 ( 1 ), 109 – 117. https://doi.org/10.1093/cercor/bht208 | |
dc.identifier.citedreference | Reis, J., Schambra, H. M., Cohen, L. G., Buch, E. R., Fritsch, B., Zarahn, E., Celnik, P. A., & Krakauer, J. W. ( 2009 ). Noninvasive cortical stimulation enhances motor skill acquisition over multiple days through an effect on consolidation. Proceedings of the National Academy of Sciences, 106 ( 5 ), 1590 – 1595. https://doi.org/10.1073/pnas.0805413106 | |
dc.identifier.citedreference | Richmond, L. L., Wolk, D., Chein, J., & Olson, I. R. ( 2014 ). Transcranial direct current stimulation enhances verbal working memory training performance over time and near transfer outcomes. Journal of Cognitive Neuroscience, 26 ( 11 ), 2443 – 2454. https://doi.org/10.1162/jocn_a_00657 | |
dc.identifier.citedreference | Robertson, E. M. ( 2012 ). New insights in human memory interference and consolidation. Current Biology, 22 ( 2 ), R66 – R71. https://doi.org/10.1016/j.cub.2011.11.051 | |
dc.identifier.citedreference | Ruf, S. P., Fallgatter, A. J., & Plewnia, C. ( 2017 ). Augmentation of working memory training by transcranial direct current stimulation (tDCS). Scientific Reports, 7 ( 1 ), 876. https://doi.org/10.1038/s41598‐017‐01055‐1 | |
dc.identifier.citedreference | Rumpf, J.‐J., Wegscheider, M., Hinselmann, K., Fricke, C., King, B. R., Weise, D., Klann, J., Binkofski, F., Buccino, G., Karni, A., Doyon, J., & Classen, J. ( 2017 ). Enhancement of motor consolidation by post‐training transcranial direct current stimulation in older people. Neurobiology of Aging, 49, 1 – 8. https://doi.org/10.1016/j.neurobiolaging.2016.09.003 | |
dc.identifier.citedreference | Sandrini, M., Brambilla, M., Manenti, R., Rosini, S., Cohen, L. G., & Cotelli, M. ( 2014 ). Noninvasive stimulation of prefrontal cortex strengthens existing episodic memories and reduces forgetting in the elderly. Frontiers in Aging Neuroscience, 6, 1 – 9. https://doi.org/10.3389/fnagi.2014.00289 | |
dc.identifier.citedreference | Sandrini, M., Censor, N., Mishoe, J., & Cohen, L. G. ( 2013 ). Causal role of prefrontal cortex in strengthening of episodic memories through reconsolidation. Current Biology, 23 ( 21 ), 2181 – 2184. https://doi.org/10.1016/j.cub.2013.08.045 | |
dc.identifier.citedreference | Sandrini, M., Manenti, R., Gobbi, E., Rusich, D., Bartl, G., & Cotelli, M. ( 2019 ). Transcranial direct current stimulation applied after encoding facilitates episodic memory consolidation in older adults. Neurobiology of Learning and Memory, 163, 107037. https://doi.org/10.1016/j.nlm.2019.107037 | |
dc.identifier.citedreference | Sattari, N., Whitehurst, L. N., Ahmadi, M., & Mednick, S. C. ( 2019 ). Does working memory improvement benefit from sleep in older adults? Neurobiology of Sleep and Circadian Rhythms, 6, 53 – 61. https://doi.org/10.1016/j.nbscr.2019.01.001 | |
dc.identifier.citedreference | Shah, A. M., Grotzinger, H., Kaczmarzyk, J. R., Powell, L. J., Yücel, M. A., Gabrieli, J. D. E., & Hubbard, N. A. ( 2020 ). Fixed and flexible: Dynamic prefrontal activations and working memory capacity relationships vary with memory demand. Cognitive Neuroscience, 11 ( 4 ), 175 – 180. https://doi.org/10.1080/17588928.2019.1694500 | |
dc.identifier.citedreference | Shawn Green, C., Bavelier, D., Kramer, A. F., Vinogradov, S., Ansorge, U., Ball, K. K., Bingel, U., Chein, J. M., Colzato, L. S., Edwards, J. D., Facoetti, A., Gazzaley, A., Gathercole, S. E., Ghisletta, P., Gori, S., Granic, I., Hillman, C. H., Hommel, B., Jaeggi, S. M., … Witt, C. M. ( 2019 ). Improving methodological standards in behavioral interventions for cognitive enhancement. Journal of Cognitive Enhancement, 3 ( 1 ), 2 – 29. https://doi.org/10.1007/s41465‐018‐0115‐y | |
dc.identifier.citedreference | Smith, E. E., Jonides, J., & Koeppe, R. A. ( 1996 ). Dissociating verbal and spatial working memory using PET. Cerebral Cortex, 6 ( 1 ), 11 – 20. https://doi.org/10.1093/cercor/6.1.11 | |
dc.identifier.citedreference | Sperling, R. A., Dickerson, B. C., Pihlajamaki, M., Vannini, P., LaViolette, P. S., Vitolo, O. V., Hedden, T., Becker, J. A., Rentz, D. M., Selkoe, D. J., & Johnson, K. A. ( 2010 ). Functional alterations in memory networks in early Alzheimer’s disease. Neuromolecular Medicine, 12 ( 1 ), 27 – 43. https://doi.org/10.1007/s12017‐009‐8109‐7 | |
dc.identifier.citedreference | Sriraman, A., Oishi, T., & Madhavan, S. ( 2014 ). Timing‐dependent priming effects of tDCS on ankle motor skill learning. Brain Research, 1581, 23 – 29. https://doi.org/10.1016/j.brainres.2014.07.021 | |
dc.identifier.citedreference | Stagg, C. J., Jayaram, G., Pastor, D., Kincses, Z. T., Matthews, P. M., & Johansen‐Berg, H. ( 2011 ). Polarity and timing‐dependent effects of transcranial direct current stimulation in explicit motor learning. Neuropsychologia, 49 ( 5 ), 800 – 804. https://doi.org/10.1016/j.neuropsychologia.2011.02.009 | |
dc.identifier.citedreference | StataCorp. ( 2013 ). Stata statistical software: Release 13. StataCorp LP. | |
dc.identifier.citedreference | Summers, J. J., Kang, N., & Cauraugh, J. H. ( 2016 ). Does transcranial direct current stimulation enhance cognitive and motor functions in the ageing brain? A systematic review and meta‐ analysis. Ageing Research Reviews, 25, 42 – 54. https://doi.org/10.1016/j.arr.2015.11.004 | |
dc.identifier.citedreference | Tecchio, F., Zappasodi, F., Assenza, G., Tombini, M., Vollaro, S., Barbati, G., & Rossini, P. M. ( 2010 ). Anodal transcranial direct current stimulation enhances procedural consolidation. Journal of Neurophysiology, 104 ( 2 ), 1134 – 1140. https://doi.org/10.1152/jn.00661.2009 | |
dc.identifier.citedreference | Trumbo, M. C., Matzen, L. E., Coffman, B. A., Hunter, M. A., Jones, A. P., Robinson, C. S. H., & Clark, V. P. ( 2016 ). Enhanced working memory performance via transcranial direct current stimulation: The possibility of near and far transfer. Neuropsychologia, 93, 85 – 96. https://doi.org/10.1016/j.neuropsychologia.2016.10.011 | |
dc.identifier.citedreference | Tseng, P., Hsu, T.‐Y., Chang, C.‐F., Tzeng, O. J. L., Hung, D. L., Muggleton, N. G., Walsh, V., Liang, W.‐K., Cheng, S.‐K., & Juan, C.‐H. ( 2012 ). Unleashing potential: Transcranial direct current stimulation over the right posterior parietal cortex improves change detection in low‐performing individuals. Journal of Neuroscience, 32 ( 31 ), 10554 – 10561. https://doi.org/10.1523/JNEUROSCI.0362‐12.2012 | |
dc.identifier.citedreference | Turriziani, P., Smirni, D., Zappalà, G., Mangano, G. R., Oliveri, M., & Cipolotti, L. ( 2012 ). Enhancing memory performance with rTMS in healthy subjects and individuals with mild cognitive impairment: The role of the right dorsolateral prefrontal cortex. Frontiers in Human Neuroscience, 6, 1 – 8. https://doi.org/10.3389/fnhum.2012.00062 | |
dc.identifier.citedreference | Wamsley, E. J. ( 2019 ). Memory consolidation during waking rest. Trends in Cognitive Sciences, 23 ( 3 ), 171 – 173. https://doi.org/10.1016/j.tics.2018.12.007 | |
dc.identifier.citedreference | Wang, L., Zang, Y., He, Y., Liang, M., Zhang, X., Tian, L., Wu, T., Jiang, T., & Li, K. ( 2006 ). Changes in hippocampal connectivity in the early stages of Alzheimer’s disease: Evidence from resting state fMRI. NeuroImage, 31 ( 2 ), 496 – 504. https://doi.org/10.1016/j.neuroimage.2005.12.033 | |
dc.identifier.citedreference | Wang, S., & Ku, Y. ( 2018 ). The causal role of right dorsolateral prefrontal cortex in visual working memory. Acta Psychologica Sinica, 50 ( 7 ), 727. https://doi.org/10.3724/SP.J.1041.2018.00727 | |
dc.identifier.citedreference | Workman, C. D., Kamholz, J., & Rudroff, T. ( 2019 ). Transcranial direct current stimulation (tDCS) to improve gait in multiple sclerosis: A timing window comparison. Frontiers in Human Neuroscience, 13, 1 – 7. https://doi.org/10.3389/fnhum.2019.00420 | |
dc.identifier.citedreference | Xie, H., Chen, Y., Lin, Y., Hu, X., & Zhang, D. ( 2020 ). Can’t forget: Disruption of the right prefrontal cortex impairs voluntary forgetting in a recognition test. Memory, 28 ( 1 ), 60 – 69. https://doi.org/10.1080/09658211.2019.1681456 | |
dc.identifier.citedreference | Zinke, K., Noack, H., & Born, J. ( 2018 ). Sleep augments training‐induced improvement in working memory in children and adults. Neurobiology of Learning and Memory, 147, 46 – 53. https://doi.org/10.1016/j.nlm.2017.11.009 | |
dc.identifier.citedreference | Anderson, M. C. ( 2004 ). Neural systems underlying the suppression of unwanted memories. Science, 303 ( 5655 ), 232 – 235. https://doi.org/10.1126/science.1089504 | |
dc.identifier.citedreference | Anderson, M. C., & Green, C. ( 2001 ). Suppressing unwanted memories by executive control. Nature, 410 ( 6826 ), 366 – 369. https://doi.org/10.1038/35066572 | |
dc.identifier.citedreference | Asthana, M., Nueckel, K., Mühlberger, A., Neueder, D., Polak, T., Domschke, K., Deckert, J., & Herrmann, M. J. ( 2013 ). Effects of transcranial direct current stimulation on consolidation of fear memory. Frontiers in Psychiatry, 4, 1 – 7. https://doi.org/10.3389/fpsyt.2013.00107 | |
dc.identifier.citedreference | Au, J., Karsten, C., Buschkuehl, M., & Jaeggi, S. M. ( 2017 ). Optimizing transcranial direct current stimulation protocols to promote long‐term learning. Journal of Cognitive Enhancement, 1 ( 1 ), 65 – 72. https://doi.org/10.1007/s41465‐017‐0007‐6 | |
dc.identifier.citedreference | Au, J., Katz, B., Buschkuehl, M., Bunarjo, K., Senger, T., Zabel, C., Jaeggi, S. M., & Jonides, J. ( 2016 ). Enhancing working memory training with transcranial direct current stimulation. Journal of Cognitive Neuroscience, 28 ( 9 ), 1419 – 1432. https://doi.org/10.1162/jocn_a_00979 | |
dc.identifier.citedreference | Bagherzadeh, Y., Khorrami, A., Zarrindast, M. R., Shariat, S. V., & Pantazis, D. ( 2016 ). Repetitive transcranial magnetic stimulation of the dorsolateral prefrontal cortex enhances working memory. Experimental Brain Research, 234 ( 7 ), 1807 – 1818. https://doi.org/10.1007/s00221‐016‐4580‐1 | |
dc.identifier.citedreference | Bai, F., Zhang, Z., Watson, D. R., Yu, H., Shi, Y., Yuan, Y., Zang, Y., Zhu, C., & Qian, Y. ( 2009 ). Abnormal functional connectivity of hippocampus during episodic memory retrieval processing network in amnestic mild cognitive impairment. Biological Psychiatry, 65 ( 11 ), 951 – 958. https://doi.org/10.1016/j.biopsych.2008.10.017 | |
dc.identifier.citedreference | Barbey, A. K., Koenigs, M., & Grafman, J. ( 2013 ). Dorsolateral prefrontal contributions to human working memory. Cortex, 49 ( 5 ), 1195 – 1205. https://doi.org/10.1016/j.cortex.2012.05.022 | |
dc.identifier.citedreference | Beam, W., Borckardt, J. J., Reeves, S. T., & George, M. S. ( 2009 ). An efficient and accurate new method for locating the F3 position for prefrontal TMS applications. Brain Stimulation, 2 ( 1 ), 50 – 54. https://doi.org/10.1016/j.brs.2008.09.006 | |
dc.identifier.citedreference | Bekinschtein, P., Weisstaub, N. V., Gallo, F., Renner, M., & Anderson, M. C. ( 2018 ). A retrieval‐specific mechanism of adaptive forgetting in the mammalian brain. Nature Communications, 9 ( 1 ), 4660. https://doi.org/10.1038/s41467‐018‐07128‐7 | |
dc.identifier.citedreference | Benwell, C. S. Y., Learmonth, G., Miniussi, C., Harvey, M., & Thut, G. ( 2015 ). Non‐linear effects of transcranial direct current stimulation as a function of individual baseline performance: Evidence from biparietal tDCS influence on lateralized attention bias. Cortex, 69, 152 – 165. https://doi.org/10.1016/j.cortex.2015.05.007 | |
dc.identifier.citedreference | Berryhill, M. E. ( 2017 ). Longitudinal tDCS: Consistency across working memory training studies. Neuroscience, 4, 71 – 86. https://doi.org/10.3934/Neuroscience.2017.2.71 | |
dc.identifier.citedreference | Bikson, M., name, A., & Rahman, A. ( 2013 ). Origins of specificity during tDCS: Anatomical, activity‐selective, and input‐bias mechanisms. Frontiers in Human Neuroscience, 7, 1 – 5. https://doi.org/10.3389/fnhum.2013.00688 | |
dc.identifier.citedreference | Bortoletto, M., Pellicciari, M. C., Rodella, C., & Miniussi, C. ( 2015 ). The interaction with task‐induced activity is more important than polarization: A tDCS study. Brain Stimulation, 8 ( 2 ), 269 – 276. https://doi.org/10.1016/j.brs.2014.11.006 | |
dc.identifier.citedreference | Brokaw, K., Tishler, W., Manceor, S., Hamilton, K., Gaulden, A., Parr, E., & Wamsley, E. J. ( 2016 ). Resting state EEG correlates of memory consolidation. Neurobiology of Learning and Memory, 130, 17 – 25. https://doi.org/10.1016/j.nlm.2016.01.008 | |
dc.identifier.citedreference | Buchwald, A., Calhoun, H., Rimikis, S., Lowe, M. S., Wellner, R., & Edwards, D. J. ( 2019 ). Using tDCS to facilitate motor learning in speech production: The role of timing. Cortex, 111, 274 – 285. https://doi.org/10.1016/j.cortex.2018.11.014 | |
dc.identifier.citedreference | Cabral, M. E., Baltar, A., Borba, R., Galvão, S., Santos, L., Fregni, F., & Monte‐Silva, K. ( 2015 ). Transcranial direct current stimulation: Before, during, or after motor training? NeuroReport, 26 ( 11 ), 618 – 622. https://doi.org/10.1097/WNR.0000000000000397 | |
dc.identifier.citedreference | Cepeda, N. J., Pashler, H., Vul, E., Wixted, J. T., & Rohrer, D. ( 2006 ). Distributed practice in verbal recall tasks: A review and quantitative synthesis. Psychological Bulletin, 132 ( 3 ), 354 – 380. https://doi.org/10.1037/0033‐2909.132.3.354 | |
dc.identifier.citedreference | Chen, J., McCulloch, A., Kim, H., Kim, T., Rhee, J., Verwey, W. B., Buchanan, J. J., & Wright, D. L. ( 2020 ). Application of anodal tDCS at primary motor cortex immediately after practice of a motor sequence does not improve offline gain. Experimental Brain Research, 238 ( 1 ), 29 – 37. https://doi.org/10.1007/s00221‐019‐05697‐7 | |
dc.identifier.citedreference | Chen, P.‐C., Whitehurst, L. N., Naji, M., & Mednick, S. C. ( 2020 ). Autonomic/central coupling benefits working memory in healthy young adults. Neurobiology of Learning and Memory, 173, 107267. https://doi.org/10.1016/j.nlm.2020.107267 | |
dc.identifier.citedreference | Cohen, D. A., & Robertson, E. M. ( 2011 ). Preventing interference between different memory tasks. Nature Neuroscience, 14 ( 8 ), 953 – 955. https://doi.org/10.1038/nn.2840 | |
dc.identifier.citedreference | Craig, M., & Dewar, M. ( 2018 ). Rest‐related consolidation protects the fine detail of new memories. Scientific Reports, 8 ( 1 ), 1 – 9. https://doi.org/10.1038/s41598‐018‐25313‐y | |
dc.identifier.citedreference | Crupi, D., Hulse, B. K., Peterson, M. J., Huber, R., Ansari, H., Coen, M., Cirelli, C., Benca, R. M., Ghilardi, M. F., & Tononi, G. ( 2009 ). Sleep‐dependent improvement in visuomotor learning: A causal role for slow waves. Sleep, 32 ( 10 ), 1273 – 1284. https://doi.org/10.1093/sleep/32.10.1273 | |
dc.identifier.citedreference | Curtis, C. E., & D’Esposito, M. ( 2003 ). Persistent activity in the prefrontal cortex during working memory. Trends in Cognitive Sciences, 7 ( 9 ), 415 – 423. https://doi.org/10.1016/s1364‐6613(03)00197‐9 | |
dc.identifier.citedreference | Dedoncker, J., Brunoni, A. R., Baeken, C., & Vanderhasselt, M.‐A. ( 2016 ). A systematic review and meta‐analysis of the effects of transcranial direct current stimulation (tDCS) over the dorsolateral prefrontal cortex in healthy and neuropsychiatric samples: Influence of stimulation parameters. Brain Stimulation, 9 ( 4 ), 501 – 517. https://doi.org/10.1016/j.brs.2016.04.006 | |
dc.identifier.citedreference | Dewar, M., Alber, J., Cowan, N., & Della Sala, S. ( 2014 ). Boosting long‐term memory via wakeful rest: Intentional rehearsal is not necessary, consolidation is sufficient. PLoS ONE, 9 ( 10 ), e109542. https://doi.org/10.1371/journal.pone.0109542 | |
dc.identifier.citedreference | Diekelmann, S., Büchel, C., Born, J., & Rasch, B. ( 2011 ). Labile or stable: Opposing consequences for memory when reactivated during waking and sleep. Nature Neuroscience, 14 ( 3 ), 381 – 386. https://doi.org/10.1038/nn.2744 | |
dc.identifier.citedreference | Ebbinghaus, H. ( 1885 ). Memory: A contribution to experimental psychology (H. A. Ruger & C. E. Bussenius, Trans.). | |
dc.identifier.citedreference | Eriksson, J., Kalpouzos, G., & Nyberg, L. ( 2011 ). Rewiring the brain with repeated retrieval: A parametric fMRI study of the testing effect. Neuroscience Letters, 505 ( 1 ), 36 – 40. https://doi.org/10.1016/j.neulet.2011.08.061 | |
dc.identifier.citedreference | Faria, P., Hallett, M., & Miranda, P. C. ( 2011 ). A finite element analysis of the effect of electrode area and inter‐electrode distance on the spatial distribution of the current density in tDCS. Journal of Neural Engineering, 8 ( 6 ), 066017. https://doi.org/10.1088/1741‐2560/8/6/066017 | |
dc.identifier.citedreference | Ferrarelli, F., Kaskie, R., Laxminarayan, S., Ramakrishnan, S., Reifman, J., & Germain, A. ( 2019 ). An increase in sleep slow waves predicts better working memory performance in healthy individuals. NeuroImage, 191, 1 – 9. https://doi.org/10.1016/j.neuroimage.2019.02.020 | |
dc.identifier.citedreference | Fertonani, A., Brambilla, M., Cotelli, M., & Miniussi, C. ( 2014 ). The timing of cognitive plasticity in physiological aging: A tDCS study of naming. Frontiers in Aging Neuroscience, 6, 1 – 9. https://doi.org/10.3389/fnagi.2014.00131 | |
dc.identifier.citedreference | Fregni, F., Boggio, P. S., Nitsche, M., Bermpohl, F., Antal, A., Feredoes, E., Marcolin, M. A., Rigonatti, S. P., Silva, M. T. A., Paulus, W., & Pascual‐Leone, A. ( 2005 ). Anodal transcranial direct current stimulation of prefrontal cortex enhances working memory. Experimental Brain Research, 166 ( 1 ), 23 – 30. https://doi.org/10.1007/s00221‐005‐2334‐6 | |
dc.identifier.citedreference | Fried, P. J., Rushmore, R. J., Moss, M. B., Valero‐Cabré, A., & Pascual‐Leone, A. ( 2014 ). Causal evidence supporting functional dissociation of verbal and spatial working memory in the human dorsolateral prefrontal cortex. European Journal of Neuroscience, 39 ( 11 ), 1973 – 1981. https://doi.org/10.1111/ejn.12584 | |
dc.identifier.citedreference | Fritsch, B., Reis, J., Martinowich, K., Schambra, H. M., Ji, Y., Cohen, L. G., & Lu, B. ( 2010 ). Direct current stimulation promotes BDNF‐dependent synaptic plasticity: Potential implications for motor learning. Neuron, 66 ( 2 ), 198 – 204. https://doi.org/10.1016/j.neuron.2010.03.035 | |
dc.identifier.citedreference | Giacobbe, V., Krebs, H. I., Volpe, B. T., Pascual‐Leone, A., Rykman, A., Zeiarati, G., Fregni, F., Dipietro, L., Thickbroom, G. W., & Edwards, D. J. ( 2013 ). Transcranial direct current stimulation (tDCS) and robotic practice in chronic stroke: The dimension of timing. NeuroRehabilitation, 33 ( 1 ), 49 – 56. https://doi.org/10.3233/NRE‐130927 | |
dc.identifier.citedreference | Giglia, G., Brighina, F., Rizzo, S., Puma, A., Indovino, S., Maccora, S., Baschi, R., Cosentino, G., & Fierro, B. ( 2014 ). Anodal transcranial direct current stimulation of the right dorsolateral prefrontal cortex enhances memory‐guided responses in a visuospatial working memory task. Functional Neurology, 29 ( 3 ), 189 – 193. | |
dc.identifier.citedreference | Hill, A. T., Fitzgerald, P. B., & Hoy, K. E. ( 2016 ). Effects of anodal transcranial direct current stimulation on working memory: A systematic review and meta‐analysis of findings from healthy and neuropsychiatric populations. Brain Stimulation, 9 ( 2 ), 197 – 208. https://doi.org/10.1016/j.brs.2015.10.006 | |
dc.identifier.citedreference | Hsu, W.‐Y., Ku, Y., Zanto, T. P., & Gazzaley, A. ( 2015 ). Effects of noninvasive brain stimulation on cognitive function in healthy aging and Alzheimer’s disease: A systematic review and meta‐analysis. Neurobiology of Aging, 36 ( 8 ), 2348 – 2359. https://doi.org/10.1016/j.neurobiolaging.2015.04.016 | |
dc.identifier.citedreference | Huber, R., Felice Ghilardi, M., Massimini, M., & Tononi, G. ( 2004 ). Local sleep and learning. Nature, 430 ( 6995 ), 78 – 81. https://doi.org/10.1038/nature02663 | |
dc.identifier.citedreference | Humiston, G. B., Tucker, M. A., Summer, T., & Wamsley, E. J. ( 2019 ). Resting states and memory consolidation: A preregistered replication and meta‐analysis. Scientific Reports, 9 ( 1 ), 19345. https://doi.org/10.1038/s41598‐019‐56033‐6 | |
dc.identifier.citedreference | JASP Team. ( 2018 ). JASP (Version 0.8.6) [Computer Software]. | |
dc.identifier.citedreference | Javadi, A. H., & Cheng, P. ( 2013 ). Transcranial direct current stimulation (tDCS) enhances reconsolidation of long‐term memory. Brain Stimulation, 6 ( 4 ), 668 – 674. https://doi.org/10.1016/j.brs.2012.10.007 | |
dc.identifier.citedreference | Jones, K. T., & Berryhill, M. E. ( 2012 ). Parietal contributions to visual working memory depend on task difficulty. Frontiers in Psychiatry, 3, 1 – 11. https://doi.org/10.3389/fpsyt.2012.00081 | |
dc.identifier.citedreference | Jones, K. T., Johnson, E. L., & Berryhill, M. E. ( 2020 ). Frontoparietal theta‐gamma interactions track working memory enhancement with training and tDCS. NeuroImage, 211, 116615. https://doi.org/10.1016/j.neuroimage.2020.116615 | |
dc.identifier.citedreference | Jones, K. T., Peterson, D. J., Blacker, K. J., & Berryhill, M. E. ( 2017 ). Frontoparietal neurostimulation modulates working memory training benefits and oscillatory synchronization. Brain Research, 1667, 28 – 40. https://doi.org/10.1016/j.brainres.2017.05.005 | |
dc.identifier.citedreference | Jones, K. T., Stephens, J. A., Alam, M., Bikson, M., & Berryhill, M. E. ( 2015 ). Longitudinal neurostimulation in older adults improves working memory. PLoS ONE, 10 ( 4 ), e0121904. https://doi.org/10.1371/journal.pone.0121904 | |
dc.identifier.citedreference | Kaplan, R., Adhikari, M. H., Hindriks, R., Mantini, D., Murayama, Y., Logothetis, N. K., & Deco, G. ( 2016 ). Hippocampal sharp‐wave ripples influence selective activation of the default mode network. Current Biology, 26 ( 5 ), 686 – 691. https://doi.org/10.1016/j.cub.2016.01.017 | |
dc.identifier.citedreference | Karlsson Wirebring, L., Wiklund‐Hörnqvist, C., Eriksson, J., Andersson, M., Jonsson, B., & Nyberg, L. ( 2015 ). Lesser neural pattern similarity across repeated tests is associated with better long‐term memory retention. Journal of Neuroscience, 35 ( 26 ), 9595 – 9602. https://doi.org/10.1523/JNEUROSCI.3550‐14.2015 | |
dc.identifier.citedreference | Katz, B., Au, J., Buschkuehl, M., Abagis, T., Zabel, C., Jaeggi, S. M., & Jonides, J. ( 2017 ). Individual differences and long‐term consequences of tDCS‐augmented cognitive training. Journal of Cognitive Neuroscience, 29 ( 9 ), 1498 – 1508. https://doi.org/10.1162/jocn_a_01115 | |
dc.identifier.citedreference | Keresztes, A., Kaiser, D., Kovács, G., & Racsmány, M. ( 2014 ). Testing promotes long‐term learning via stabilizing activation patterns in a large network of brain areas. Cerebral Cortex, 24 ( 11 ), 3025 – 3035. https://doi.org/10.1093/cercor/bht158 | |
dc.identifier.citedreference | King, B. R., Rumpf, J.‐J., Heise, K.‐F., Veldman, M. P., Peeters, R., Doyon, J., Classen, J., Albouy, G., & Swinnen, S. P. ( 2020 ). Lateralized effects of post‐learning transcranial direct current stimulation on motor memory consolidation in older adults: An fMRI investigation. NeuroImage, 223, 117323. https://doi.org/10.1016/j.neuroimage.2020.117323 | |
dc.identifier.citedreference | Kuhl, B. A., Dudukovic, N. M., Kahn, I., & Wagner, A. D. ( 2007 ). Decreased demands on cognitive control reveal the neural processing benefits of forgetting. Nature Neuroscience, 10 ( 7 ), 908 – 914. https://doi.org/10.1038/nn1918 | |
dc.identifier.citedreference | Kuriyama, K., Mishima, K., Suzuki, H., Aritake, S., & Uchiyama, M. ( 2008 ). Sleep accelerates the improvement in working memory performance. Journal of Neuroscience, 28 ( 40 ), 10145 – 10150. https://doi.org/10.1523/JNEUROSCI.2039‐08.2008 | |
dc.identifier.citedreference | Lang, N., Siebner, H. R., Ward, N. S., Lee, L., Nitsche, M. A., Paulus, W., Rothwell, J. C., Lemon, R. N., & Frackowiak, R. S. ( 2005 ). How does transcranial DC stimulation of the primary motor cortex alter regional neuronal activity in the human brain? European Journal of Neuroscience, 22 ( 2 ), 495 – 504. https://doi.org/10.1111/j.1460‐9568.2005.04233.x | |
dc.identifier.citedreference | Lau, E. Y. Y., Wong, M. L., Lau, K. N. T., Hui, F. W. Y., & Tseng, C. ( 2015 ). Rapid‐eye‐movement‐sleep (REM) associated enhancement of working memory performance after a daytime nap. PLoS ONE, 10 ( 5 ), e0125752. https://doi.org/10.1371/journal.pone.0125752 | |
dc.identifier.citedreference | Lee, C., Jung, Y‐J., Lee, S. J., & Im, C‐H. ( 2017 ). COMETS2: An advanced MATLAB toolbox for the numerical analysis of electric fields generated by transcranial direct current stimulation. Journal of Neuroscience Methods, 277, 56 – 62. | |
dc.identifier.citedreference | Liu, H. ( 2015 ). Comparing Welch’s ANOVA, a Kruskal‐Wallis test and traditional ANOVA in case of heterogeneity of variance (Theses and dissertations). https://doi.org/10.25772/BWFP‐YE95 | |
dc.identifier.citedreference | Looi, C. Y., Duta, M., Brem, A.‐K., Huber, S., Nuerk, H.‐C., & Cohen Kadosh, R. ( 2016 ). Combining brain stimulation and video game to promote long‐term transfer of learning and cognitive enhancement. Scientific Reports, 6, 22003. https://doi.org/10.1038/srep22003 | |
dc.identifier.citedreference | Määttä, S., Landsness, E., Sarasso, S., Ferrarelli, F., Ferreri, F., Ghilardi, M. F., & Tononi, G. ( 2010 ). The effects of morning training on night sleep: A behavioral and EEG study. Brain Research Bulletin, 82 ( 1 ), 118 – 123. https://doi.org/10.1016/j.brainresbull.2010.01.006 | |
dc.identifier.citedreference | Mancuso, L. E., Ilieva, I. P., Hamilton, R. H., & Farah, M. J. ( 2016 ). Does transcranial direct current stimulation improve healthy working memory?: A meta‐analytic review. Journal of Cognitive Neuroscience, 28 ( 8 ), 1063 – 1089. https://doi.org/10.1162/jocn_a_00956 | |
dc.identifier.citedreference | Maren, S. ( 2011 ). Seeking a spotless mind: Extinction, deconsolidation, and erasure of fear memory. Neuron, 70 ( 5 ), 830 – 845. https://doi.org/10.1016/j.neuron.2011.04.023 | |
dc.identifier.citedreference | Marián, M., Szőllősi, Á., & Racsmány, M. ( 2018 ). Anodal transcranial direct current stimulation of the right dorsolateral prefrontal cortex impairs long‐term retention of reencountered memories. Cortex, 108, 80 – 91. https://doi.org/10.1016/j.cortex.2018.07.012 | |
dc.identifier.citedreference | Martin, D. M., Liu, R., Alonzo, A., Green, M., & Loo, C. K. ( 2014 ). Use of transcranial direct current stimulation (tDCS) to enhance cognitive training: Effect of timing of stimulation. Experimental Brain Research, 232 ( 10 ), 3345 – 3351. https://doi.org/10.1007/s00221‐014‐4022‐x | |
dc.identifier.citedreference | Martin, D. M., Liu, R., Alonzo, A., Green, M., Player, M. J., Sachdev, P., & Loo, C. K. ( 2013 ). Can transcranial direct current stimulation enhance outcomes from cognitive training? A randomized controlled trial in healthy participants. International Journal of Neuropsychopharmacology, 16 ( 9 ), 1927 – 1936. https://doi.org/10.1017/S1461145713000539 | |
dc.identifier.citedreference | Matsumoto, M., Sakurada, T., & Yamamoto, S. ( 2020 ). Distinct bilateral prefrontal activity patterns associated with the qualitative aspect of working memory characterized by individual sensory modality dominance. PLoS ONE, 15 ( 8 ), e0238235. https://doi.org/10.1371/journal.pone.0238235 | |
dc.identifier.citedreference | Miall, R. C., & Robertson, E. M. ( 2006 ). Functional imaging: Is the resting brain resting? Current Biology, 16 ( 23 ), R998 – R1000. https://doi.org/10.1016/j.cub.2006.10.041 | |
dc.identifier.citedreference | Nader, K. ( 2003 ). Memory traces unbound. Trends in Neurosciences, 26 ( 2 ), 65 – 72. https://doi.org/10.1016/S0166‐2236(02)00042‐5 | |
dc.identifier.citedreference | Nader, K., Hardt, O., & Wang, S.‐H. ( 2005 ). Response to Alberini: Right answer, wrong question. Trends in Neurosciences, 28 ( 7 ), 346 – 347. https://doi.org/10.1016/j.tins.2005.04.011 | |
dc.identifier.citedreference | Nitsche, M. A., & Paulus, W. ( 2000 ). Excitability changes induced in the human motor cortex by weak transcranial direct current stimulation. Journal of Physiology, 527 ( Pt 3 ), 633 – 639. https://doi.org/10.1111/j.1469‐7793.2000.t01‐1‐00633.x | |
dc.identifier.citedreference | O’Connell, N. E., Cossar, J., Marston, L., Wand, B. M., Bunce, D., Moseley, G. L., & Souza, L. H. D. ( 2012 ). Rethinking clinical trials of transcranial direct current stimulation: Participant and assessor blinding is inadequate at intensities of 2mA. PLoS ONE, 7 ( 10 ), e47514. https://doi.org/10.1371/journal.pone.0047514 | |
dc.identifier.citedreference | Oberauer, K. ( 2009 ). Chapter 2 design for a working memory. In B. H Ross (Ed.), Psychology of learning and motivation (Vol. 51, pp. 45 – 100 ). Academic Press. https://doi.org/10.1016/S0079‐7421(09)51002‐X | |
dc.identifier.citedreference | Oldrati, V., Colombo, B., & Antonietti, A. ( 2018 ). Combination of a short cognitive training and tDCS to enhance visuospatial skills: A comparison between online and offline neuromodulation. Brain Research, 1678, 32 – 39. https://doi.org/10.1016/j.brainres.2017.10.002 | |
dc.identifier.citedreference | Peña‐Gómez, C., Sala‐Lonch, R., Junqué, C., Clemente, I. C., Vidal, D., Bargalló, N., Falcón, C., Valls‐Solé, J., Pascual‐Leone, Á., & Bartrés‐Faz, D. ( 2012 ). Modulation of large‐scale brain networks by transcranial direct current stimulation evidenced by resting‐state functional MRI. Brain Stimulation, 5 ( 3 ), 252 – 263. https://doi.org/10.1016/j.brs.2011.08.006 | |
dc.working.doi | NO | en |
dc.owningcollname | Interdisciplinary and Peer-Reviewed |
Files in this item
Remediation of Harmful Language
The University of Michigan Library aims to describe library materials in a way that respects the people and communities who create, use, and are represented in our collections. Report harmful or offensive language in catalog records, finding aids, or elsewhere in our collections anonymously through our metadata feedback form. More information at Remediation of Harmful Language.
Accessibility
If you are unable to use this file in its current format, please select the Contact Us link and we can modify it to make it more accessible to you.