Abstract
Aging is typically related to changes in brain and cognition, but the aging process is heterogeneous and differs between individuals. Recent research has started investigating the influence of cognitive and physical training on cognitive performance, functional brain activity, and brain structure in old age. The functional relevance of neural changes and the interactions among these changes following interventions is still a matter of debate. Here we selectively review research on structural and functional brain correlates of training-induced performance changes in healthy older adults and present exemplary longitudinal intervention studies sorted by the type of training applied (i.e., strategy-based training, process-specific training, and physical exercise). Although many training studies have been conducted recently, within each task domain, the number of studies that used comparable methods and techniques to assess behavioral and neural changes is limited. We suggest that future studies should include a multimodal approach to enhance the understanding of the relation between different levels of brain changes in aging and those changes that result from training. Investigating inter-individual differences in intervention-induced behavioral and neuronal changes would provide more information about who would benefit from a specific intervention and why. In addition, a more systematic examination of the time course of training-related structural and functional changes would improve the current level of knowledge about how learning is implemented in the brain and facilitate our understanding of contradictory results.
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Notes
The default-mode network (DMN) is a set of regions that are functionally connected. The DMN is activated during rest condition and deactivates during external goal-oriented tasks. Its functional integrity determines level of performance. In old age, the DMN loses its integrity, and this loss of integrity has been related to cognitive decline (e.g., Damoiseaux et al., 2008).
References
Bäckman, L., & Nyberg, L. (2013). Dopamine and training-related working-memory improvement. Neuroscience and Biobehavioral Reviews, 37, 2209–2219. doi:10.1016/j.neubiorev.2013.01.014.
Bäckman, L., Small, B. J., Wahlin, A., & Larsson, M. (1999). Cognitive functioning in very old age. In F. I. M. Craik & T. A. Salthouse (Eds.), Handbook of Cognitive Aging (Vol. 2, pp. 499–558). Mahwah: Erlbaum.
Ball, K., Berch, D. B., Helmers, K. F., Jobe, J. B., Leveck, M. D., Marsiske, M., et al. (2002). Effects of cognitive training interventions with older adults: a randomized controlled trial. The Journal of the American Medical Association, 288, 2271–2281.
Bartres-Faz, D., & Arenaza-Urquijo, E. M. (2011). Structural and functional imaging correlates of cognitive and brain reserve hypotheses in healthy and pathological aging. Brain Topography, 24, 340–357.
Belleville, S., & Bherer, L. (2012). Biomarkers of cognitive training effects in aging. Current Translational Geriatrics and Experimental Gerontology Reports, 1, 104–110. doi:10.1007/s13670-012-0014-5.
Bezzola, L., Merillat, S., Gaser, C., & Jancke, L. (2011). Training-induced neural plasticity in golf novices. The Journal of Neuroscience, 31, 12444–12448. doi:10.1523/JNEUROSCI.1996-11.2011.
Bherer, L., Kramer, A. F., Peterson, M. S., Colcombe, S., Erickson, K., & Becic, E. (2006). Testing the limits of cognitive plasticity in older adults: application to attentional control. Acta Psychologica, 123, 261–278.
Borella, E., Carretti, B., Riboldi, F., & De Beni, R. (2010). Working memory training in older adults: evidence of transfer and maintenance effects. Psychology and Aging, 25, 767–778. doi:10.1037/a0020683.
Borella, E., Carretti, B., Zanoni, G., Zavagnin, M., & De Beni, R. (2013). Working memory training in old age: an examination of transfer and maintenance effects. Archives of Clinical Neuropsychology, 28, 331–347.
Boyke, J., Driemeyer, J., Gaser, C., Buchel, C., & May, A. (2008). Training-induced brain structure changes in the elderly. The Journal of Neuroscience, 28, 7031–7035. doi:10.1523/JNEUROSCI.0742-08.2008.
Brehmer, Y., Li, S. C., Müller, V., von Oertzen, T., & Lindenberger, U. (2007). Memory plasticity across the life span: uncovering children’s latent potential. Developmental Psychology, 43, 465–478.
Brehmer, Y., Li, S. C., Straube, B., Stoll, G., von Oertzen, T., Müller, V., et al. (2008). Comparing memory skill maintenance across the life span: preservation in adults, increase in children. Psychology and Aging, 23, 227–238. doi:10.1037/0882-7974.23.2.227.
Brehmer, Y., Rieckmann, A., Bellander, M., Westerberg, H., Fischer, H., & Bäckman, L. (2011). Neural correlates of training-related working-memory gains in old age. NeuroImage, 58, 1110–1120.
Brehmer, Y., Westerberg, H., & Bäckman, L. (2012). Working-memory training in younger and older adults: training gains, transfer, and maintenance. Frontiers in Human Neuroscience, 6, 63.
Buitenweg, J. I., Murre, J. M., & Ridderinkhof, K. R. (2012). Brain training in progress: a review of trainability in healthy seniors. Frontiers in Human Neuroscience, 6, 183. doi:10.3389/fnhum.2012.00183.
Burdette, J. H., Laurienti, P. J., Espeland, M. A., Morgan, A., Telesford, Q., Vechlekar, C. D., et al. (2010). Using network science to evaluate exercise-associated brain changes in older adults. Frontiers in Aging Neuroscience, 2, 23. doi:10.3389/fnagi.2010.00023.
Buschkuehl, M., Jaeggi, S. M., Hutchison, S., Perrig-Chiello, P., Dapp, C., Muller, M., et al. (2008). Impact of working memory training on memory performance in old-old adults. Psychology and Aging, 23, 743–753.
Chapman, S. B., Aslan, S., Spence, J. S., Defina, L. F., Keebler, M. W., Didehbani, N., et al. (2013). Shorter term aerobic exercise improves brain, cognition, and cardiovascular fitness in aging. Frontiers in Aging Neuroscience, 5, 75. doi:10.3389/fnagi.2013.00075.
Chein, J. M., & Morrison, A. B. (2010). Expanding the mind’s workspace: training and transfer effects with a complex working memory span task. Psychonomic Bulletin & Review, 17, 193–199. doi:10.3758/PBR.17.2.193.
Colcombe, S. J., Erickson, K. I., Scalf, P. E., Kim, J. S., Prakash, R., McAuley, E., et al. (2006). Aerobic exercise training increases brain volume in aging humans. The Journals of Gerontology. Series A, Biological Sciences and Medical Sciences, 61, 1166–1170.
Colcombe, S. J., & Kramer, A. F. (2003). Fitness effects on the cognitive function of older adults: a meta-analytic study. Psychological Science, 14, 125–130.
Colcombe, S. J., Kramer, A. F., Erickson, K. I., Scalf, P., McAuley, E., Cohen, N. J., et al. (2004). Cardiovascular fitness, cortical plasticity, and aging. Proceedings of the National Academy of Sciences of the United States of America, 101, 3316–3321. doi:10.1073/pnas.0400266101.
Dahlin, E., Nyberg, L., Bäckman, L., & Neely, A. S. (2008a). Plasticity of Executive Functioning in Young and Older Adults: immediate Training Gains, Transfer, and Long-Term Maintenance. Psychology and Aging, 23, 720–730. doi:10.1037/a0014296.
Dahlin, E., Stigsdotter Neely, A., Larsson, A., Bäckman, L., & Nyberg, L. (2008b). Transfer of learning after updating training mediated by the striatum. Science, 320, 1510–1512. doi:10.1126/science.1155466.
Damoiseaux, J. S., Beckmann, C. F., Arigita, E. J., Barkhof, F., Scheltens, P., Stam, C. J., et al. (2008). Reduced resting-state brain activity in the “default network” in normal aging. Cerebral Cortex, 18, 1856–1864.
Degen, C., & Schröder, J. (2013). Training-induced cerebral changes in the elderly. Restorative Neurology and Neuroscience, 32, 213–221.
Derwinger, A., Stigsdotter Neely, A., Persson, M., Hill, R. D., & Bäckman, L. (2003). Remembering numbers in old age: mnemonic training versus self-generated strategy training. Aging, Neuropsychology, and Cognition, 10, 202–214.
Draganski, B., Gaser, C., Busch, V., Schuierer, G., Bogdahn, U., & May, A. (2004). Neuroplasticity: changes in grey matter induced by training. Nature, 427, 311–312. doi:10.1038/427311a.
Engvig, A., Fjell, A. M., Westlye, L. T., Moberget, T., Sundseth, O., Larsen, V. A., et al. (2010). Effects of memory training on cortical thickness in the elderly. NeuroImage, 52, 1667–1676.
Erickson, K. I., Colcombe, S. J., Wadhwa, R., Bherer, L., Peterson, M. S., Scalf, P. E., et al. (2007). Training-induced functional activation changes in dual-task processing: an FMRI study. Cerebral Cortex, 17, 192–204. doi:10.1093/cercor/bhj137.
Erickson, K. I., Gildengers, A. G., & Butters, M. A. (2013). Physical activity and brain plasticity in late adulthood. Dialogues in Clinical Neuroscience, 15, 99–108.
Erickson, K. I., & Kramer, A. F. (2009). Aerobic exercise effects on cognitive and neural plasticity in older adults. British Journal of Sports Medicine, 43, 22–24. doi:10.1136/bjsm.2008.052498.
Erickson, K. I., Voss, M. W., Prakash, R. S., Basak, C., Szabo, A., Chaddock, L., et al. (2011). Exercise training increases size of hippocampus and improves memory. Proceedings of the National Academy of Sciences of the United States of America, 108, 3017–3022. doi:10.1073/pnas.1015950108.
Grady, C. (2012). The cognitive neuroscience of ageing. Nature Reviews Neuroscience, 13, 491–505. doi:10.1038/nrn3256.
Green, C. S., Strobach, T., & Schubert, T. (2013). On methodological standards in training and transfer experiments. Psychological Research,. doi:10.1007/s00426-013-0535-3. (Epub ahead of print).
Greenwood, P. M. (2007). Functional plasticity in cognitive aging: review and hypothesis. Neuropsychology, 21, 657–673.
Gregory, M. A., Gill, D. P., & Petrella, R. J. (2013). Brain health and exercise in older adults. Current Sports Medicine Reports, 12, 256–271.
Gross, A. L., Parisi, J. M., Spira, A. P., Kueider, A. M., Ko, J. Y., Saczynski, J. S., et al. (2012). Memory training interventions for older adults: A meta-analysis. Aging & Mental Health, 16, 722–734.
Hempel, A., Giesel, F. L., Garcia Caraballo, N. M., Amann, M., Meyer, H., Wustenberg, T., et al. (2004). Plasticity of cortical activation related to working memory during training. American Journal of Psychiatry, 161, 745–747.
Hertzog, C., Kramer, A. F., Wilson, R. S., & Lindenberger, U. (2009). Enrichment effects on adult cognitive development. Psychological Science in the Public Interest, 9, 1–65.
Hötting, K., Holzschneider, K., Stenzel, A., Wolbers, T., & Röder, B. (2013). Effects of a cognitive training on spatial learning and associated functional brain activations. BMC Neuroscience, 14, 73.
Hötting, K., & Röder, B. (2013). Beneficial effects of physical exercise on neuroplasticity and cognition. Neuroscience and Biobehavioral Reviews, 37, 2243–2257. doi:10.1016/j.neubiorev.2013.04.005.
Ilg, R., Wohlschlager, A. M., Gaser, C., Liebau, Y., Dauner, R., Woller, A., et al. (2008). Gray matter increase induced by practice correlates with task-specific activation: a combined functional and morphometric magnetic resonance imaging study. The Journal of Neuroscience, 28, 4210–4215. doi:10.1523/JNEUROSCI.5722-07.2008.
Jaeggi, S. M., Buschkuehl, M., Jonides, J., & Perrig, W. J. (2008). Improving fluid intelligence with training on working memory. Proceedings of the National Academy of Sciences of the United States of America, 105, 6829–6833. doi:10.1073/pnas.0801268105.
Jellinger, K. A., & Attems, J. (2013). Neuropathological approaches to cerebral aging and neuroplasticity. Dialogues in Clinical Neuroscience, 15, 29–43.
Jones, S., Nyberg, L., Sandblom, J., Neely, A. S., Ingvar, M., Magnus Petersson, K., et al. (2006). Cognitive and neural plasticity in aging: general and task-specific limitations. Neuroscience and Biobehavioral Reviews, 30, 864–871.
Kalpouzos, G., & Nyberg, L. (2012). Multimodal neuroimaging in normal aging: Structure-function interactions. In M. Naveh-Benjamin & N. Ohta (Eds.), Memory and Aging: Current Issues and Future Directions (pp. 273–304). NY: Psychology Press.
Kalpouzos, G., Persson, J., & Nyberg, L. (2012). Local brain atrophy accounts for functional activity differences in normal aging. Neurobiology of Aging, 33, 623 e621–623 e613. doi:10.1016/j.neurobiolaging.2011.02.021.
Karbach, J., & Kray, J. (2009). How useful is executive control training? Age differences in near and far transfer of task-switching training. Developmental Science, 12, 978–990.
Kaup, A. R., Mirzakhanian, H., Jeste, D. V., & Eyler, L. T. (2011). A review of the brain structure correlates of successful cognitive aging. The Journal of Neuropsychiatry and Clinical Neurosciences, 23, 6–15.
Kelly, A. M., & Garavan, H. (2005). Human functional neuroimaging of brain changes associated with practice. Cerebral Cortex, 15, 1089–1102.
Kirchhoff, B. A., Anderson, B. A., Barch, D. M., & Jacoby, L. L. (2012). Cognitive and neural effects of semantic encoding strategy training in older adults. Cerebral Cortex, 22, 788–799. doi:10.1093/cercor/bhr129.
Kliegl, R., & Baltes, P. B. (1987). Theory-guided analysis of mechanisms of development and aging mechanisms through testing-the-limits and research on expertise. In C. Schooler & K. W. Schaie (Eds.), Cognitive functioning and social structure over the life course (pp. 95–119). Norwood, NJ: Ablex.
Kliegl, R., Smith, J., & Baltes, P. B. (1990). On the locus and process of magnification of age differences during mnemonic training. Developmental Psychology, 26, 894–904.
Klingberg, T., Forssberg, H., & Westerberg, H. (2002). Training of working memory in children with ADHD. Journal of Clinical and Experimental Neuropsychology, 24, 781–791. doi:10.1076/jcen.24.6.781.8395.
Kraft, E. (2012). Cognitive function, physical activity, and aging: possible biological links and implications for multimodal interventions. Neuropsychology, Development, and Cognition. Section B, Aging, Neuropsychology and Cognition, 19, 248–263.
Kühn, S., Schmiedek, F., Noack, H., Wenger, E., Bodammer, N. C., Lindenberger, U., et al. (2013). The dynamics of change in striatal activity following updating training. Human Brain Mapping, 34, 1530–1541. doi:10.1002/hbm.22007.
Li, S. C., Schmiedek, F., Huxhold, O., Röcke, C., Smith, J., & Lindenberger, U. (2008). Working memory plasticity in old age: practice gain, transfer, and maintenance. Psychology and Aging, 23, 731–742. doi:10.1037/a0014343.
Liu-Ambrose, T., Nagamatsu, L. S., Voss, M. W., Khan, K. M., & Handy, T. C. (2012). Resistance training and functional plasticity of the aging brain: a 12-month randomized controlled trial. Neurobiology of Aging, 33, 1690–1698. doi:10.1016/j.neurobiolaging.2011.05.010.
Lövdén, M., Bäckman, L., Lindenberger, U., Schäfer, S., & Schmiedek, F. (2010a). A theoretical framework for the study of adult cognitive plasticity. Psychological Bulletin, 136, 659–676. doi:10.1037/a0020080.
Lövdén, M., Bodammer, N. C., Kühn, S., Kaufmann, J., Schütze, H., Tempelmann, C., et al. (2010b). Experience-dependent plasticity of white-matter microstructure extends into old age. Neuropsychologia, 48, 3878–3883.
Lövdén, M., Brehmer, Y., Li, S. C., & Lindenberger, U. (2012). Training-induced compensation versus magnification of individual differences in memory performance. Frontiers in Human Neuroscience, 6, 141.
Lövdén, M., Ghisletta, P., & Lindenberger, U. (2005). Social participation attenuates decline in perceptual speed in old and very old age. Psychology and Aging, 20, 423–434. doi:10.1037/0882-7974.20.3.423.
Lövdén, M., Wenger, E., Mårtensson, J., Lindenberger, U., & Bäckman, L. (2013). Structural brain plasticity in adult learning and development. Neuroscience and Biobehavioral Reviews, 37, 2296–2310.
Lustig, C., Shah, P., Seidler, R., & Reuter-Lorenz, P. A. (2009). Aging, training, and the brain: a review and future directions. Neuropsychology Review, 19, 504–522. doi:10.1007/s11065-009-9119-9.
Mahncke, H. W., Connor, B. B., Appelman, J., Ahsanuddin, O. N., Hardy, J. L., Wood, R. A., et al. (2006). Memory enhancement in healthy older adults using a brain plasticity-based training program: a randomized, controlled study. Proceedings of the National Academy of Sciences of the United States of America, 103, 12523–12528.
May, A. (2011). Experience-dependent structural plasticity in the adult human brain. Trends in Cognitive Sciences, 15, 475–482.
McDaniel, M. A., & Bugg, J. M. (2012). Memory training interventions: what has been forgotten? Journal of Applied Research in Memory and Cognition, 1, 45–50.
Molina-Luna, K., Hertler, B., Buitrago, M. M., & Luft, A. R. (2008). Motor learning transiently changes cortical somatotopy. NeuroImage, 40, 1748–1754. doi:10.1016/j.neuroimage.2007.11.018.
Noack, H., Lövdén, M., & Schmiedek, F. (2013). On the validity and generality of transfer effects in cognitive training research. Psychological Research. doi:10.1007/s00426-014-0564-6.
Noack, H., Lövdén, M., Schmiedek, F., & Lindenberger, U. (2009). Cognitive plasticity in adulthood and old age: gauging the generality of cognitive intervention effects. Restorative Neurology and Neuroscience, 27, 435–453.
Nyberg, L., Eriksson, J., Larsson, A., & Marklund, P. (2006). Learning by doing versus learning by thinking: an fMRI study of motor and mental training. Neuropsychologia, 44, 711–717.
Nyberg, L., Lövdén, M., Riklund, K., Lindenberger, U., & Bäckman, L. (2012). Memory aging and brain maintenance. Trends in Cognitive Sciences, 16, 292–305. doi:10.1016/j.tics.2012.04.005.
Nyberg, L., Sandblom, J., Jones, S., Neely, A. S., Petersson, K. M., Ingvar, M., et al. (2003). Neural correlates of training-related memory improvement in adulthood and aging. Proceedings of the National Academy of Sciences of the United States of America, 100, 13728–13733.
Owen, A. M., Hampshire, A., Grahn, J. A., Stenton, R., Dajani, S., Burns, A. S., et al. (2010). Putting brain training to the test. Nature, 465, 775–778. doi:10.1038/nature09042.
Park, D. C., & Bischof, G. N. (2013). The aging mind: neuroplasticity in response to cognitive training. Dialogues in Clinical Neuroscience, 15, 109–119.
Prakash, R. S., Voss, M. W., Erickson, K. I., Lewis, J. M., Chaddock, L., Malkowski, E., et al. (2011b). Cardiorespiratory fitness and attentional control in the aging brain. Frontiers in Human Neuroscience, 4, 229. doi:10.3389/fnhum.2010.00229.
Raz, N., Lindenberger, U., Rodrigue, K. M., Kennedy, K. M., Head, D., Williamson, A., et al. (2005). Regional brain changes in aging healthy adults: general trends, individual differences and modifiers. Cerebral Cortex, 15, 1676–1689. doi:10.1093/cercor/bhi044.
Rebok, G. W., Carlson, M. C., & Langbaum, J. B. (2007). Training and maintaining memory abilities in healthy older adults: traditional and novel approaches. The Journals of Gerontology. Series B, Psychological Sciences and Social Sciences, 62, 53–61.
Reed, A., Riley, J., Carraway, R., Carrasco, A., Perez, C., Jakkamsetti, V., et al. (2011). Cortical map plasticity improves learning but is not necessary for improved performance. Neuron, 70, 121–131.
Richmond, L. L., Morrison, A. B., Chein, J. M., & Olson, I. R. (2011). Working memory training and transfer in older adults. Psychology and Aging, 26, 813–822. doi:10.1037/a0023631.
Roig, M., Nordbrandt, S., Geertsen, S. S., & Nielsen, J. B. (2013). The effects of cardiovascular exercise on human memory: a review with meta-analysis. Neuroscience and Biobehavioral Reviews, 37, 1645–1666.
Rosano, C., Venkatraman, V. K., Guralnik, J., Newman, A. B., Glynn, N. W., Launer, L., et al. (2010). Psychomotor speed and functional brain MRI 2 years after completing a physical activity treatment. The Journals of Gerontology. Series A, Biological Sciences and Medical Sciences, 65, 639–647. doi:10.1093/gerona/glq038.
Ruscheweyh, R., Willemer, C., Kruger, K., Duning, T., Warnecke, T., Sommer, J., et al. (2011). Physical activity and memory functions: an interventional study. Neurobiology of Aging, 32, 1304–1319.
Salminen, T., Strobach, T., & Schubert, T. (2012). On the impacts of working memory training on executive functioning. Frontiers in Human Neuroscience, 6, 166.
Salthouse, T. A. (2011). Neuroanatomical substrates of age-related cognitive decline. Psychological Bulletin, 137, 753–784. doi:10.1037/a0023262.
Schmiedek, F., Lövdén, M., & Lindenberger, U. (2010). Hundred days of cognitive training enhance broad cognitive abilities in adulthood: findings from the COGITO Study. Frontiers in Aging Neuroscience, 2, 1–10.
Singer, T., Lindenberger, U., & Baltes, P. B. (2003). Plasticity of memory for new learning in very old age: a stroy of major loss? Psychology and Aging, 18, 306–317.
Smith, P. J., Blumenthal, J. A., Hoffman, B. M., Cooper, H., Strauman, T. A., Welsh-Bohmer, K., et al. (2010). Aerobic exercise and neurocognitive performance: a meta-analytic review of randomized controlled trials. Psychosomatic Medicine, 72, 239–252.
Sowell, E. R., Peterson, B. S., Thompson, P. M., Welcome, S. E., Henkenius, A. L., & Toga, A. W. (2003). Mapping cortical change across the human life span. Nature Neuroscience, 6, 309–315. doi:10.1038/nn1008.
Stigsdotter Neely, A., & Bäckman, L. (1993a). Long-term maintenance of gains from memory training in older adults: two 3 1/2-year follow-up studies. Journal of Gerontology, 48, P233–P237.
Stigsdotter Neely, A., & Bäckman, L. (1993b). Maintenance of gains following multifactorial and unifactorial memory training in late adulthood. Educational Gerontology, 19, 105–117.
Thomas, C., & Baker, C. I. (2013). Teaching an adult brain new tricks: a critical review of evidence for training-dependent structural plasticity in humans. NeuroImage, 73, 225–236.
Thomas, A. G., Dennis, A., Bandettini, P. A., & Johansen-Berg, H. (2012). The effects of aerobic activity on brain structure. Frontiers in Psychology, 3, 1–9.
Verhaeghen, P., Marcoen, A., & Goossens, L. (1992). Improving memory performance in the aged through mnemonic training: a meta- analytic study. Psychology and Aging, 7, 242–251.
Voelcker-Rehage, C., Godde, B., & Staudinger, U. M. (2011). Cardiovascular and coordination training differentially improve cognitive performance and neural processing in older adults. Frontiers in Human Neuroscience, 5, 26. doi:10.3389/fnhum.2011.00026.
Voelcker-Rehage, C., & Niemann, C. (2013). Structural and functional brain changes related to different types of physical activity across the life span. Neuroscience and Biobehavioral Reviews, 37, 2269–2295.
Voss, M. W., Erickson, K. I., Prakash, R. S., Chaddock, L., Kim, J. S., Alves, H., et al. (2013). Neurobiological markers of exercise-related brain plasticity in older adults. Brain, Behavior, and Immunity, 28, 90–99.
Voss, M. W., Nagamatsu, L. S., Liu-Ambrose, T., & Kramer, A. F. (2011). Exercise, brain, and cognition across the life span. Journal of Applied Physiology, 111, 1505–1513. doi:10.1152/japplphysiol.00210.2011.
Voss, M. W., Prakash, R. S., Erickson, K. I., Basak, C., Chaddock, L., Kim, J. S., Kramer, A. F. (2010). Plasticity of brain networks in a randomized intervention trial of exercise training in older adults. Frontiers in Aging Neuroscience, 2. doi: 10.3389/fnagi.2010.00032.
Wenger, E., Schäfer, S., Noack, H., Kühn, S., Mårtensson, J., Heinze, H. J., et al. (2012). Cortical thickness changes following spatial navigation training in adulthood and aging. NeuroImage, 59, 3389–3397.
Willis, S. L., Tennstedt, S. L., Marsiske, M., Ball, K., Elias, J., Koepke, K. M., et al. (2006). Long-term effects of cognitive training on everyday functional outcomes in older adults. The Journal of the American Medical Association, 296, 2805–2814. doi:10.1001/jama.296.23.2805.
Zatorre, R. J., Fields, R. D., & Johansen-Berg, H. (2012). Plasticity in gray and white: neuroimaging changes in brain structure during learning. Nature Neuroscience, 15, 528–536. doi:10.1038/nn.3045.
Zinke, K., Zeintl, M., Eschen, A., Herzog, C., & Kliegel, M. (2012). Potentials and limits of plasticity induced by working memory training in old-old age. Gerontology, 58, 79–87. doi:10.1159/000324240.
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Brehmer, Y., Kalpouzos, G., Wenger, E. et al. Plasticity of brain and cognition in older adults. Psychological Research 78, 790–802 (2014). https://doi.org/10.1007/s00426-014-0587-z
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DOI: https://doi.org/10.1007/s00426-014-0587-z