Decoding Working Memory Load Using Machine Learning and Task-Based Functional Connectivity

被引:0
作者
Eryilmaz, Hamdi [1 ]
Dowling, Kevin [1 ]
Hughes, Dylan [1 ]
Rodriguez-Thompson, Anais [1 ]
Huntington, Franklin [1 ]
Coon, William [1 ]
Roffman, Joshua [1 ]
机构
[1] Massachusetts Gen Hosp, Charlestown, MA USA
关键词
Working Memory; Functional MRI (fMRI); Task-Based Functional Connectivity; Machine Learning; Cognitive Impairments;
D O I
暂无
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
T63
引用
收藏
页码:262 / 263
页数:2
相关论文
共 50 条
[41]   Machine learning based detection of depression from task-based fMRI using weighted-3D-DWT denoising method [J].
Ozmen, Guzin ;
Ozsen, Seral ;
Paksoy, Yahya ;
Guler, Ozkan ;
Tekdemir, Rukiye .
MULTIMEDIA TOOLS AND APPLICATIONS, 2024, 83 (04) :11805-11829
[42]   Machine learning based detection of depression from task-based fMRI using weighted-3D-DWT denoising method [J].
Güzin Özmen ;
Seral Özşen ;
Yahya Paksoy ;
Özkan Güler ;
Rukiye Tekdemir .
Multimedia Tools and Applications, 2024, 83 :11805-11829
[43]   The effect of planning time on vocabulary acquisition in a task-based environment: the mediating roles of working memory and field (in)dependence [J].
Gui, Jingjing ;
Ismail, Sayed M. .
BMC PSYCHOLOGY, 2024, 12 (01)
[44]   Brain oscillation and connectivity during a chemistry visual working memory task [J].
Huang, Li-Yu ;
She, Hsiao-Ching ;
Chou, Wen-Chi ;
Chuang, Ming-Hua ;
Duann, Jeng-Ren ;
Jung, Tzyy-Ping .
INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY, 2013, 90 (02) :172-179
[45]   Using Multi-task and Transfer Learning to Solve Working Memory Tasks [J].
Jayram, T. S. ;
Kornuta, Tomasz ;
McAvoy, Ryan L. ;
Ozcan, Ahmet S. .
2018 17TH IEEE INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS (ICMLA), 2018, :256-263
[46]   Functional Connectivity Analysis from Multi Spike Trains on Prefrontal Cortex of Rat during Working Memory Task [J].
Qi, Dexuan ;
Xiao, Zhenguo ;
Tian, Xin .
2012 FIFTH INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE AND DESIGN (ISCID 2012), VOL 1, 2012, :356-359
[47]   Predicting Working Memory Capacity Based on Glutamatergic Concentration and its Modulation of Functional Connectivity [J].
Zacharopoulos, George ;
Cohen, Roi Kadosh .
NEUROSCIENCE, 2021, 457 :12-19
[48]   Task-based metabolic changes in the left dorsolateral prefrontal region during the letter N-back working memory task using proton magnetic resonance spectroscopy [J].
Vijayakumari, Anupa A. ;
Thomas, Bejoy ;
Menon, Ramshekhar N. ;
Kesavadas, Chandrasekharan .
NEUROREPORT, 2018, 29 (02) :147-152
[49]   Angular default mode network connectivity across working memory load [J].
Vatansever, D. ;
Manktelow, A. E. ;
Sahakian, B. J. ;
Menon, D. K. ;
Stamatakis, E. A. .
HUMAN BRAIN MAPPING, 2017, 38 (01) :41-52
[50]   Age Related Functional Connectivity Signature Extraction Using Energy-Based Machine Learning Techniques [J].
Varanasi, Sravani ;
Tuli, Roopan ;
Han, Fei ;
Chen, Rong ;
Choa, Fow-Sen .
SENSORS, 2023, 23 (03)