Skip to main content

Deep Learning for EEG-based Fatigue Assessment

Project Member(s): Lin, C.

Funding or Partner Organisation: Brain Rhythm Inc (Taiwan) (Brain Rhythm Inc)
Brain Rhythm Inc (Taiwan) (Brain Rhythm Inc)

Start year: 2016

Publications:

Lin, C-T, King, J-T, Chuang, C-H, Ding, W, Chuang, W-Y, Liao, L-D & Wang, Y-K 2020, 'Exploring the Brain Responses to Driving Fatigue Through Simultaneous EEG and fNIRS Measurements.', International Journal of Neural Systems, vol. 30, no. 1.
View/Download from: Publisher's site

Cao, Z, Lai, K-L, Lin, C-T, Chuang, C-H, Chou, C-C & Wang, S-J 2018, 'Exploring resting-state EEG complexity before migraine attacks.', Cephalalgia: an international journal of headache, vol. 38, no. 7, pp. 1296-1306.
View/Download from: Publisher's site

Ding, W, Lin, CT, Prasad, M, Cao, Z & Wang, JD 2018, 'A Layered-Coevolution-Based Attribute-Boosted Reduction Using Adaptive Quantum Behavior PSO and Its Consistent Segmentation for Neonates Brain Tissue', IEEE Transactions on Fuzzy Systems, vol. 26, no. 3.
View/Download from: Publisher's site

Liang, C, Lin, CT, Yao, SN, Chang, WS, Liu, YC & Chen, SA 2017, 'Visual attention and association: An electroencephalography study in expert designers', Design Studies, vol. 48, pp. 76-95.
View/Download from: Publisher's site

Liu, YT, Pal, NR, Marathe, AR, Wang, YK & Lin, CT 2017, 'Fuzzy decision-making fuser (FDMF) for integrating human-machine autonomous (HMA) systems with adaptive evidence sources', Frontiers in Neuroscience, vol. 11, pp. 1-10.
View/Download from: Publisher's site

Prasad, M, Lin, CT, Li, DL, Hong, CT, Ding, WP & Chang, JY 2017, 'Soft-Boosted Self-Constructing Neural Fuzzy Inference Network', IEEE Transactions on Systems, Man and Cybernetics, Part A: Systems and Humans, vol. 47, no. 3, pp. 584-588.
View/Download from: Publisher's site

Cao, Z, Lin, C-T, Chuang, C-H, Lai, K-L, Yang, AC, Fuh, J-L & Wang, S-J 2016, 'Resting-state EEG power and coherence vary between migraine phases', JOURNAL OF HEADACHE AND PAIN, vol. 17.
View/Download from: Publisher's site

Huang, K-C, Huang, T-Y, Chuang, C-H, King, J-T, Wang, Y-K, Lin, C-T & Jung, T-P 2016, 'An EEG-Based Fatigue Detection and Mitigation System.', International journal of neural systems, vol. 26, no. 4, pp. 1650018-1650018.
View/Download from: Publisher's site

Liu, YT, Wu, SL, Chou, KP, Lin, YY, Lu, J, Zhang, G, Chuang, CH, Lin, WC & Lin, CT 2016, 'A motor imagery based brain-computer interface system via swarm-optimized fuzzy integral and its application', 2016 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2016, IEEE International Conference on Fuzzy Systems, IEEE, Vancouver, BC, Canada, pp. 2495-2500.
View/Download from: Publisher's site

Liu, YT, Wu, SL, Chou, KP, Lin, YY, Lu, J, Zhang, G, Lin, WC & Lin, CT 2016, 'Driving fatigue prediction with pre-event electroencephalography (EEG) via a recurrent fuzzy neural network', 2016 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2016, IEEE International Conference on Fuzzy Systems, IEEE, Vancouver, Canada, pp. 2488-2494.
View/Download from: Publisher's site

FOR Codes: Neurosciences, Knowledge Representation and Machine Learning, Expanding Knowledge in the Medical and Health Sciences, Computer Software and Services