Working memory is central to human cognition, and intensive cognitive training has been shown to expand working memory capacity in a given domain. It remains unknown, however, how the neural systems that support working memory are altered through intensive training to enable the expansion of working memory capacity. We used fMRI to measure plasticity in activations associated with complex working memory before and after 20 days of training. Healthy young adults were randomly assigned to train on either a dual n-back working memory task or a demanding visuospatial attention task. Training resulted in substantial and task-specific expansion of dual n-back abilities accompanied by changes in the relationship between working memory load and activation. Training differentially affected activations in two large-scale frontoparietal networks thought to underlie working memory: the executive control network and the dorsal attention network. Activations in both networks linearly scaled with working memory load before training, but training dissociated the role of the two networks and eliminated this relationship in the executive control network. Load-dependent functional connectivity both within and between these two networks increased following training, and the magnitudes of increased connectivity were positively correlated with improvements in task performance. These results provide insight into the adaptive neural systems that underlie large gains in working memory capacity through training.
机构:
Wayne State Univ, Inst Gerontol, 87 E Ferry St, Detroit, MI 48202 USAWayne State Univ, Inst Gerontol, 87 E Ferry St, Detroit, MI 48202 USA
Pruitt, Patrick J.
Tang, Lingfei
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机构:
Wayne State Univ, Inst Gerontol, 87 E Ferry St, Detroit, MI 48202 USA
Wayne State Univ, Dept Psychol, 5057 Woodward Ave,7th Floor,Suite 7908, Detroit, MI 48201 USAWayne State Univ, Inst Gerontol, 87 E Ferry St, Detroit, MI 48202 USA
Tang, Lingfei
Hayes, Jessica M.
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机构:
Wayne State Univ, Inst Gerontol, 87 E Ferry St, Detroit, MI 48202 USA
Wayne State Univ, Dept Psychol, 5057 Woodward Ave,7th Floor,Suite 7908, Detroit, MI 48201 USAWayne State Univ, Inst Gerontol, 87 E Ferry St, Detroit, MI 48202 USA
Hayes, Jessica M.
Ofen, Noa
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h-index: 0
机构:
Wayne State Univ, Inst Gerontol, 87 E Ferry St, Detroit, MI 48202 USA
Wayne State Univ, Dept Psychol, 5057 Woodward Ave,7th Floor,Suite 7908, Detroit, MI 48201 USAWayne State Univ, Inst Gerontol, 87 E Ferry St, Detroit, MI 48202 USA
Ofen, Noa
Damoiseaux, Jessica S.
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h-index: 0
机构:
Wayne State Univ, Inst Gerontol, 87 E Ferry St, Detroit, MI 48202 USA
Wayne State Univ, Dept Psychol, 5057 Woodward Ave,7th Floor,Suite 7908, Detroit, MI 48201 USAWayne State Univ, Inst Gerontol, 87 E Ferry St, Detroit, MI 48202 USA
机构:
Beijing Normal Univ, State Key Lab Cognit Neurosci & Learning, Beijing 100875, Peoples R China
Tianjin Univ, Sch Comp Sci & Technol, Tianjin Key Lab Cognit Comp & Applicat, Tianjin 300072, Peoples R ChinaBeijing Normal Univ, State Key Lab Cognit Neurosci & Learning, Beijing 100875, Peoples R China
Zhang, Gaoyan
Yao, Li
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机构:
Beijing Normal Univ, State Key Lab Cognit Neurosci & Learning, Beijing 100875, Peoples R China
Beijing Normal Univ, Coll Informat Sci & Technol, Beijing 100875, Peoples R ChinaBeijing Normal Univ, State Key Lab Cognit Neurosci & Learning, Beijing 100875, Peoples R China
Yao, Li
Shen, Jiahui
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机构:
Beijing Normal Univ, Coll Informat Sci & Technol, Beijing 100875, Peoples R ChinaBeijing Normal Univ, State Key Lab Cognit Neurosci & Learning, Beijing 100875, Peoples R China
Shen, Jiahui
Yang, Yihong
论文数: 0引用数: 0
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机构:
NIDA, Neuroimaging Res Branch, NIH, Baltimore, MD 21224 USABeijing Normal Univ, State Key Lab Cognit Neurosci & Learning, Beijing 100875, Peoples R China
Yang, Yihong
Zhao, Xiaojie
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机构:
Beijing Normal Univ, State Key Lab Cognit Neurosci & Learning, Beijing 100875, Peoples R China
Beijing Normal Univ, Coll Informat Sci & Technol, Beijing 100875, Peoples R ChinaBeijing Normal Univ, State Key Lab Cognit Neurosci & Learning, Beijing 100875, Peoples R China
机构:
Cent South Univ, Xiangya Hosp 2, Med Psychol Ctr, Changsha 410011, Hunan, Peoples R China
Cent South Univ, Inst Med Psychol, Changsha, Hunan, Peoples R China
Natl Clin Res Ctr Mental Disorders, Changsha, Hunan, Peoples R ChinaCent South Univ, Xiangya Hosp 2, Med Psychol Ctr, Changsha 410011, Hunan, Peoples R China
Cao, Wanyi
Liao, Haiyan
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机构:
Cent South Univ, Xiangya Hosp 2, Dept Radiol, Changsha, Hunan, Peoples R ChinaCent South Univ, Xiangya Hosp 2, Med Psychol Ctr, Changsha 410011, Hunan, Peoples R China
Liao, Haiyan
Cai, Sainan
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机构:
Cent South Univ, Xiangya Hosp 2, Dept Radiol, Changsha, Hunan, Peoples R ChinaCent South Univ, Xiangya Hosp 2, Med Psychol Ctr, Changsha 410011, Hunan, Peoples R China
Cai, Sainan
Peng, Wanrong
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h-index: 0
机构:
Cent South Univ, Xiangya Hosp 2, Med Psychol Ctr, Changsha 410011, Hunan, Peoples R China
Cent South Univ, Inst Med Psychol, Changsha, Hunan, Peoples R China
Natl Clin Res Ctr Mental Disorders, Changsha, Hunan, Peoples R ChinaCent South Univ, Xiangya Hosp 2, Med Psychol Ctr, Changsha 410011, Hunan, Peoples R China
Peng, Wanrong
Liu, Zhaoxia
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机构:
Cent South Univ, Xiangya Hosp 2, Med Psychol Ctr, Changsha 410011, Hunan, Peoples R China
Cent South Univ, Inst Med Psychol, Changsha, Hunan, Peoples R China
Natl Clin Res Ctr Mental Disorders, Changsha, Hunan, Peoples R ChinaCent South Univ, Xiangya Hosp 2, Med Psychol Ctr, Changsha 410011, Hunan, Peoples R China
Liu, Zhaoxia
Zheng, Kaili
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h-index: 0
机构:
Cent South Univ, Xiangya Hosp 2, Med Psychol Ctr, Changsha 410011, Hunan, Peoples R China
Cent South Univ, Inst Med Psychol, Changsha, Hunan, Peoples R China
Natl Clin Res Ctr Mental Disorders, Changsha, Hunan, Peoples R ChinaCent South Univ, Xiangya Hosp 2, Med Psychol Ctr, Changsha 410011, Hunan, Peoples R China
Zheng, Kaili
Liu, Jinyu
论文数: 0引用数: 0
h-index: 0
机构:
South China Normal Univ, Sch Psychol, Ctr Studies Psychol Applicat, Guangzhou, Guangdong, Peoples R ChinaCent South Univ, Xiangya Hosp 2, Med Psychol Ctr, Changsha 410011, Hunan, Peoples R China
Liu, Jinyu
Zhong, Mingtian
论文数: 0引用数: 0
h-index: 0
机构:
South China Normal Univ, Sch Psychol, Ctr Studies Psychol Applicat, Guangzhou, Guangdong, Peoples R ChinaCent South Univ, Xiangya Hosp 2, Med Psychol Ctr, Changsha 410011, Hunan, Peoples R China
Zhong, Mingtian
Tan, Changlian
论文数: 0引用数: 0
h-index: 0
机构:
Cent South Univ, Xiangya Hosp 2, Dept Radiol, Changsha, Hunan, Peoples R ChinaCent South Univ, Xiangya Hosp 2, Med Psychol Ctr, Changsha 410011, Hunan, Peoples R China
Tan, Changlian
Yi, Jinyao
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h-index: 0
机构:
Cent South Univ, Xiangya Hosp 2, Med Psychol Ctr, Changsha 410011, Hunan, Peoples R China
Cent South Univ, Inst Med Psychol, Changsha, Hunan, Peoples R China
Natl Clin Res Ctr Mental Disorders, Changsha, Hunan, Peoples R ChinaCent South Univ, Xiangya Hosp 2, Med Psychol Ctr, Changsha 410011, Hunan, Peoples R China
机构:
Univ Calif San Francisco, Dept Psychiat, San Francisco, CA 94143 USAUniv Calif San Francisco, Dept Psychiat, San Francisco, CA 94143 USA
Subramaniam, Karuna
Luks, Tracy L.
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机构:
Univ Calif San Francisco, Dept Radiol & Biomed Imaging, San Francisco, CA 94123 USAUniv Calif San Francisco, Dept Psychiat, San Francisco, CA 94143 USA
Luks, Tracy L.
Garrett, Coleman
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机构:
Univ Calif San Francisco, Dept Psychiat, San Francisco, CA 94143 USAUniv Calif San Francisco, Dept Psychiat, San Francisco, CA 94143 USA
Garrett, Coleman
Chung, Cleo
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机构:
Univ Utrecht, NL-3508 TC Utrecht, NetherlandsUniv Calif San Francisco, Dept Psychiat, San Francisco, CA 94143 USA
Chung, Cleo
Fisher, Melissa
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机构:
Univ Calif San Francisco, Dept Psychiat, San Francisco, CA 94143 USAUniv Calif San Francisco, Dept Psychiat, San Francisco, CA 94143 USA
Fisher, Melissa
Nagarajan, Srikantan
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机构:
Univ Calif San Francisco, Dept Radiol & Biomed Imaging, San Francisco, CA 94123 USAUniv Calif San Francisco, Dept Psychiat, San Francisco, CA 94143 USA
Nagarajan, Srikantan
Vinogradov, Sophia
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机构:
Univ Calif San Francisco, Dept Psychiat, San Francisco, CA 94143 USAUniv Calif San Francisco, Dept Psychiat, San Francisco, CA 94143 USA
机构:
Sichuan Univ, Coll Elect Engn, Chengdu, Peoples R China
Sichuan Univ, Med X Ctr Informat, Chengdu, Peoples R ChinaSichuan Univ, Coll Elect Engn, Chengdu, Peoples R China
Zhang, Jiang
Zhao, Tianyu
论文数: 0引用数: 0
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机构:
Sichuan Univ, Coll Elect Engn, Chengdu, Peoples R ChinaSichuan Univ, Coll Elect Engn, Chengdu, Peoples R China
Zhao, Tianyu
Zhang, Jingyue
论文数: 0引用数: 0
h-index: 0
机构:
Sichuan Univ, Coll Elect Engn, Chengdu, Peoples R ChinaSichuan Univ, Coll Elect Engn, Chengdu, Peoples R China
Zhang, Jingyue
Zhang, Zhiwei
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机构:
Sichuan Univ, Coll Elect Engn, Chengdu, Peoples R ChinaSichuan Univ, Coll Elect Engn, Chengdu, Peoples R China
Zhang, Zhiwei
Li, Hongming
论文数: 0引用数: 0
h-index: 0
机构:
Univ Penn, Dept Radiol, Philadelphia, PA 19104 USASichuan Univ, Coll Elect Engn, Chengdu, Peoples R China
Li, Hongming
Cheng, Bochao
论文数: 0引用数: 0
h-index: 0
机构:
Sichuan Univ, West China Univ Hosp 2, Dept Radiol, Chengdu, Peoples R ChinaSichuan Univ, Coll Elect Engn, Chengdu, Peoples R China
Cheng, Bochao
Pang, Yajing
论文数: 0引用数: 0
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机构:
Zhengzhou Univ, Sch Elect Engn, Zhengzhou 450001, Peoples R ChinaSichuan Univ, Coll Elect Engn, Chengdu, Peoples R China
Pang, Yajing
Wu, Huawang
论文数: 0引用数: 0
h-index: 0
机构:
Guangzhou Med Univ, Guangzhou Huiai Hosp, Affiliated Brain Hosp, Guangzhou 510370, Peoples R ChinaSichuan Univ, Coll Elect Engn, Chengdu, Peoples R China
Wu, Huawang
Wang, Jiaojian
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机构:
Kunming Univ Sci & Technol, Inst Primate Translat Med, State Key Lab Primate Biomed Res, Kunming 650500, Yunnan, Peoples R China
Yunnan Key Lab Primate Biomed Res, Kunming, Yunnan, Peoples R ChinaSichuan Univ, Coll Elect Engn, Chengdu, Peoples R China
机构:
Univ Michigan, Dept Phys, Ann Arbor, MI 48109 USA
Univ Michigan, Ctr Study Complex Syst, Ann Arbor, MI 48109 USAUniv Michigan, Dept Phys, Ann Arbor, MI 48109 USA