Article

Liu, Junxiu, Lu, Hao, Luo, Yuling and Yang, Su ORCID: https://orcid.org/0000-0002-6618-7483 (2021) Spiking neural network-based multi-task autonomous learning for mobile robots. Engineering Applications of Artificial Intelligence, 104.

Liu, Junxiu, Li, Mingxing, Luo, Yuling, Yang, Su ORCID: https://orcid.org/0000-0002-6618-7483, Li, Wei and Bi, Yifei (2021) Alzheimer's disease detection using depthwise separable convolutional neural networks. Computer Methods and Programs in Biomedicine, 203. p. 106032. ISSN 0169-2607

Zanin, Massimiliano, Aitya, Nadim A.A., Basilio, José, Baumbach, Jan, Benis, Arriel, Behera, Chandan K., Bucholc, Magda, Castiglione, Filippo, Chouvarda, Ioanna, Comte, Blandine, Dao, Tien-Tuan, Ding, Xuemei, Pujos-Guillot, Estelle, Filipovic, Nenad, Finn, David P., Glass, David H., Harel, Nissim, Iesmantas, Tomas, Ivanoska, Ilinka, Joshi, Alok, Boudjeltia, Karim Zouaoui, Kaoui, Badr, Kaur, Daman, Maguire, Liam P., McClean, Paula L., McCombe, Niamh, de Miranda, João Luís, Moisescu, Mihnea Alexandru, Pappalardo, Francesco, Polster, Annikka, Prasad, Girijesh, Rozman, Damjana, Sacala, Ioan, Sanchez-Bornot, Jose M., Schmid, Johannes A., Sharp, Trevor, Solé-Casals, Jordi, Spiwok, Vojtěch, Spyrou, George M., Stalidzans, Egils, Stres, Blaž, Sustersic, Tijana, Symeonidis, Ioannis, Tieri, Paolo, Todd, Stephen, Van Steen, Kristel, Veneva, Milena, Wang, Da-Hui, Wang, Haiying, Wang, Hui, Watterson, Steven, Wong-Lin, KongFatt, Yang, Su ORCID: https://orcid.org/0000-0002-6618-7483, Zou, Xin and Schmidt, Harald H.H.W. (2021) An early stage researcher's primer on systems medicine terminology. Network and Systems Medicine, 4 (1). pp. 2-50.

Sanchez-Bornot, Jose M., Lopez, Maria E., Bruña, Ricardo, Maestu, Fernando, Youssofzadeh, Vahab, Yang, Su ORCID: https://orcid.org/0000-0002-6618-7483, Finn, David P., Todd, Stephen, McLean, Paula L., Prasad, Girijesh and Wong-Lin, KongFatt (2021) High-dimensional brain-wide functional connectivity mapping in magnetoencephalography. Journal of Neuroscience Methods, 348. p. 108991. ISSN 0165-0270

Liu, Xiaobo and Yang, Su ORCID: https://orcid.org/0000-0002-6618-7483 (2021) Weighted ensemble-model and network analysis: a method to predict fluid intelligence via naturalistic functional connectivity. arXiv.org. (Unpublished)

Liu, Junxiu, Liang, Zhewei, Luo, Yuling, Cao, Lvchen, Zhang, Shunsheng, Wang, Yanhu and Yang, Su ORCID: https://orcid.org/0000-0002-6618-7483 (2020) A hardware pseudo-random number generator using stochastic computing and logistic map. Micromachines, 12 (1). p. 31.

Liu, Junxiu, Wu, Guopei, Luo, Yuling, Qiu, Senhui, Yang, Su ORCID: https://orcid.org/0000-0002-6618-7483, Li, Wei and Bi, Yifei (2020) EEG-based emotion classification using a deep neural network and sparse autoencoder. Frontiers in Systems Neuroscience, 14.

Wong-Lin, KongFatt, Sanchez-Bornot, Jose M., McCombe, Niamh, Kaur, Daman, McClean, Paula L., Zou, Xin, Youssofzadeh, Vahab, Ding, Xuemei, Bucholc, Magda, Yang, Su ORCID: https://orcid.org/0000-0002-6618-7483, Prasad, Girijesh, Coyle, Damien, Maguire, Liam P., Wang, Haiying, Wang, Hui, Atiya, Nadim A.A. and Joshi, Alok (2020) Computational neurology: computational modeling approaches in Dementia. arXiv.org. (Submitted)

Liu, Junxiu, Sun, Tiening, Luo, Yuling, Yang, Su ORCID: https://orcid.org/0000-0002-6618-7483, Cao, Yi and Zhai, Jia (2020) An echo state network architecture based on quantum logic gate and its optimization. Neurocomputing, 371. pp. 100-107.

Sanchez-Bornot, Jose M., Lopez, Maria E., Bruña, Ricardo, Maestu, Fernando, Youssofzadeh, Vahab, Yang, Su ORCID: https://orcid.org/0000-0002-6618-7483, McLean, Paula L., Prasad, Girijesh and Wong-Lin, KongFatt (2019) Cluster-permutation statistical analysis for high-dimensional brain-wide functional connectivity mapping. biorxiv.org. (Submitted)

Yang, Su ORCID: https://orcid.org/0000-0002-6618-7483, Bornot, Jose Miguel Sanchez, Wong-Lin, Kongfatt and Prasad, Girijesh (2019) M/EEG-based bio-markers to predict the MCI and Alzheimer's disease: a review from the ML perspective. IEEE Transactions on Biomedical Engineering, 66 (10). pp. 2924-2935. ISSN 0018-9294

Yang, Su ORCID: https://orcid.org/0000-0002-6618-7483, Hoque, Sanaul and Deravi, Farzin (2019) Improved time-frequency features and electrode placement for EEG-based biometric person recognition. IEEE Access, 7. pp. 49604-49613.

Yang, Su ORCID: https://orcid.org/0000-0002-6618-7483, Deravi, Farzin and Hoque, Sanaul (2018) Task sensitivity in EEG biometric recognition. Pattern Analysis and Applications, 21 (1). pp. 105-117. ISSN 1433-7541

Yang, Su ORCID: https://orcid.org/0000-0002-6618-7483 and Deravi, Farzin (2017) On the usability of electroencephalographic signals for biometric recognition: a survey. IEEE Transactions on Human-Machine Systems, 47 (6). pp. 958-969. ISSN 2168-2291

Conference or Workshop Item

Yang, Su ORCID: https://orcid.org/0000-0002-6618-7483, Lopez, S., Golmohammadi, M., Obeid, I. and Picone, J. (2016) Semi-automated annotation of signal events in clinical EEG data. In: 2016 IEEE Signal Processing in Medicine and Biology Symposium (SPMB), 3 Dec 2016, Philadelphia, PA, USA.

Lopez, S., Gross, A., Yang, Su ORCID: https://orcid.org/0000-0002-6618-7483, Golmohammadi, M., Obeid, I. and Picone, J. (2016) An analysis of two common reference points for EEGS. In: 2016 IEEE Signal Processing in Medicine and Biology Symposium (SPMB), 3 Dec 2016, Philadelphia, PA, USA.