Stroke Rehabilitation System with Hybrid Human Machine Interface

Project Member(s): Su, S.

Funding or Partner Organisation: Lam Fai Yuen Trust (Lam Yuen Trust and Australia China Economics Trade & Culture Association)
Lam Fai Yuen Trust (Lam Yuen Trust and Australia China Economics Trade & Culture Association)

Start year: 2017

Publications:

Zhang, M, Li, H, Pan, S, Chang, X, Zhou, C, Ge, Z & Su, S 2021, 'One-Shot Neural Architecture Search: Maximising Diversity to Overcome Catastrophic Forgetting', IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 43, no. 9, pp. 2921-2935.
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Huang, Y, Su, SW & Song, R 2020, 'Voluntary intention-driven rehabilitation robots for the upper limb' in Hu, X (ed), Intelligent Biomechatronics in Neurorehabilitation, Elsevier, UK, pp. 111-130.
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Guo, K, Chai, R, Candra, H, Guo, Y, Song, R, Nguyen, H & Su, S 2019, 'A Hybrid Fuzzy Cognitive Map/Support Vector Machine Approach for EEG-Based Emotion Classification Using Compressed Sensing', International Journal of Fuzzy Systems, vol. 21, no. 1, pp. 263-273.
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Uddin, MB, Su, SW, Chen, W & Chow, CM 2019, 'Dynamic changes in electroencephalogram spectral power with varying apnea duration in older adults', Journal of Sleep Research, vol. 28, no. 6.
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Guo, K, Yu, H, Chai, R, Nguyen, H & Su, SW 1970, 'A Hybrid Physiological Approach of Emotional Reaction Detection Using Combined FCM and SVM Classifier', 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2019 41st Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), IEEE, Berlin, Germany, pp. 7088-7091.
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Huang, Y, Song, R, Chen, W, Yu, H, Argha, A, Celler, BG & Su, S 1970, 'The effects of different tracking tasks on muscle synergy through visual feedback', 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2019 41st Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), IEEE, Berlin, Germany, pp. 417-420.
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Uddin, MB, Chow, CM & Su, SW 2018, 'Classification methods to detect sleep apnea in adults based on respiratory and oximetry signals: a systematic review', Physiological Measurement, vol. 39, no. 3, pp. 03TR01-03TR01.
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FOR Codes: Microelectronics and Integrated Circuits, Health Related to Ageing, Microelectronics

Acknowledgement of Country

UTS acknowledges the Gadigal people of the Eora Nation, the Boorooberongal people of the Dharug Nation, the Bidiagal people and the Gamaygal people, upon whose ancestral lands our university stands. We would also like to pay respect to the Elders both past and present, acknowledging them as the traditional custodians of knowledge for these lands.