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. 2017 Mar 13;9:52. doi: 10.3389/fnagi.2017.00052

Table 1.

Selective studies on attention or working memory training using neurofeedback (NF) in older and younger adults.

Publications Age group Mean age (Range in years) Tasks (number of participants) Neuro-markers Improvement?
Angelakis et al. (2007) Older adult (H) 74 (70–78) Memory, Processing speed; NFT and SNFT (n = 3 each group/condition) Alpha Frequency Y (Speed and EF)
Lecomte and Juhel (2011) Older adult (H) 75.25 (65–85) Working Memory; NFT and SNFT Alpha, Theta Mixed (Memory)
Becerra et al. (2012) Older adult (H) 65.8 (60–84) Executive Function + Memory Tasks; NFT and SNFT (n = 7 each) Theta Y (WM)
Wang and Hsieh (2013) Young + Older (H) 21.8 (21–25); 64.6 (61–67) Attentional Network + Recognition Task; NFT and SNFT (n = 8 each) Fronto-midline Theta Y (Attention and WM)
Staufenbiel et al. (2014) Older adult (H) 67.8 Intelligence + Memory Task; Beta and Gamma Groups (n = 10 each) Gamma, Beta Y (WM)
Luijmes et al. (2016) Older adult (AD) 64–78 Cognitive Examination; NFT (n = 10) Delta, Theta, Alpha, Beta Y (WM)
Reis et al. (2016) Older adult (H) 65.97 (59.3–72.6) Working Memory Task; NFT (n = 9), NFCT (n = 8), CT (n = 7), SNFT (n = 6) Theta, Alpha Y (WM)
Surmeli et al. (2016) Older adult (AD + VD) 68.9 (58–79) EEG-guided NFT (n = 20); within subjects’ design Inhibit Theta, Alpha, Beta (21–32 Hz) Y* (MMSE)
Egner and Gruzelier (2001) Young adult (H) 22.1 Oddball Task; NFT (n = 22) P300 ERP, beta1, SMR learning Y (Attention)
Zoefel et al. (2011) Young adult (H) 23 (21–26) Mental Rotation Task; NFT (n = 14), SNF (n = 10) Upper Alpha Frequency Y (Mental rotation)
Ros et al. (2013) Adult (H) 32.6 (22–42) Attentional and Oddball Tasks; NFT and SNFT (n = 17 each) fMRI, Alpha frequency Y (Attention)
deBettencourt et al. (2015) Adult (H) 20.3 Selective attention task (superimposed images Figure 1; n = 16 each condition) Real-time fMRI Y (Attention)

H, Healthy participants; LD, Leaning disorder; ADHD, attention deficit hyperactivity disorder; AD, Alzheimer’s disease; VD, vascular dementia; mTBI, mild traumatic brain injury; NFT, neurofeedback training group; SNFT, sham neurofeedback group; CT, cognitive training; NFCT, neurofeedback and cognitive training group; RT, real-time; EF, executive function; WM, working memory; Y*, some of the participants; MMSE, Mini Mental State Exams.