TY - JOUR
T1 - Frontoparietal Connectivity Neurofeedback Training for Promotion of Working Memory
T2 - An fNIRS Study in Healthy Male Participants
AU - Xia, Meiyun
AU - Xu, Pengfei
AU - Yang, Yuanbin
AU - Jiang, Wenyu
AU - Wang, Zehua
AU - Gu, Xiaolei
AU - Yang, Mingxi
AU - Li, Deyu
AU - Li, Shuyu
AU - Dong, Guijun
AU - Wang, Ling
AU - Wang, Daifa
N1 - Publisher Copyright:
© 2013 IEEE.
PY - 2021
Y1 - 2021
N2 - Neurofeedback cognitive training is a promising tool used to promote cognitive functions effectively and efficiently. In this study, we investigated a novel functional near-infrared spectroscopy (fNIRS)-based frontoparietal functional connectivity (FC) neurofeedback training paradigm related to working memory, involving healthy adults. Compared with conventional cognitive training studies, we chose the frontoparietal network, a key brain region for cognitive function modulation, as neurofeedback, yielding a strong targeting effect. In the experiment, 10 participants (test group) received three cognitive training sessions of 15 min using fNIRS-based frontoparietal FC as neurofeedback, and another 10 participants served as the control group. Frontoparietal FC was significantly increased in the test group ( p =0.03 ), and the cognitive functions (memory and attention) were significantly promoted compared with the control group (accuracy of 3-back test: p =0.0005 , reaction time of 3-back test: p =0.0009 ). After additional validations on long-term training effect and on different patient populations, the proposed method exhibited considerable potential to be developed as a fast, effective, and widespread training approach for cognitive function enhancement.
AB - Neurofeedback cognitive training is a promising tool used to promote cognitive functions effectively and efficiently. In this study, we investigated a novel functional near-infrared spectroscopy (fNIRS)-based frontoparietal functional connectivity (FC) neurofeedback training paradigm related to working memory, involving healthy adults. Compared with conventional cognitive training studies, we chose the frontoparietal network, a key brain region for cognitive function modulation, as neurofeedback, yielding a strong targeting effect. In the experiment, 10 participants (test group) received three cognitive training sessions of 15 min using fNIRS-based frontoparietal FC as neurofeedback, and another 10 participants served as the control group. Frontoparietal FC was significantly increased in the test group ( p =0.03 ), and the cognitive functions (memory and attention) were significantly promoted compared with the control group (accuracy of 3-back test: p =0.0005 , reaction time of 3-back test: p =0.0009 ). After additional validations on long-term training effect and on different patient populations, the proposed method exhibited considerable potential to be developed as a fast, effective, and widespread training approach for cognitive function enhancement.
KW - Cognitive training
KW - functional connectivity
KW - functional near-infrared spectroscopy
KW - neurofeedback
KW - working memory
UR - https://www.scopus.com/pages/publications/85104604582
U2 - 10.1109/ACCESS.2021.3074220
DO - 10.1109/ACCESS.2021.3074220
M3 - 文章
AN - SCOPUS:85104604582
SN - 2169-3536
VL - 9
SP - 62316
EP - 62331
JO - IEEE Access
JF - IEEE Access
M1 - 9408632
ER -