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11 Sep 2023
SERC
Institute for Infocomm Research
Learning Transient Electromyographic Activities during Lower-limb Motion Initiation using Gaussian Mixture Hidden Markov Models
(Pending publish)
Huiwen Jin,
Zhiping Lin,
Yongming Chen,
Haihong Zhang,
Chuanchu Wang,
Soon Huat Ng,
Christina Ka Yin Tang,
Kai Keng Ang
2023 IEEE 18th Conference on Industrial Electronics and Applications (ICIEA)
19 Jul 2023
BMRC
Singapore Institute for Clinical Sciences
Functional activity of the caudate mediates the relation between early childhood microstructural variations and elevated metabolic syndrome scores
Pei Huang,
Mya Thway Tint,
Marissa Lee,
Zhen Ming Ngoh,
Peter Gluckman,
Yap Seng Chong,
Weiping Han,
Yu Fu,
Caroline Lei Wee,
Marielle V. Fortier,
Kai Keng Ang,
Yung Seng Lee,
Fabian Yap,
Johan G. Eriksson,
Michael J. Meaney,
Ai Peng Tan
NeuroImage
16 Jun 2023
SERC
Institute for Infocomm Research
Real-Time Privacy Preserving Human Activity Recognition on Mobile using 1DCNN-BiLSTM Deep Learning
Ishneet Sukhvinder Singh,
Pradyoth Kaza,
Peter Gregory Hosler Iv,
Zheng Yang Chin,
Kai Keng Ang
Proceedings of the 2023 5th International Conference on Image, Video and Signal Processing
19 May 2023
SERC
Institute for Infocomm Research
Application of EEG-based Passive Mental Fatigue Detection Model to an Active Fatigue Task
Ling Guo,
Wenfei Fang,
Chuanchu Wang,
Zhuo Zhang,
Kai Keng Ang
2023 11th International IEEE/EMBS Conference on Neural Engineering (NER)
23 Mar 2023
SERC
Institute for Infocomm Research
A hierarchical dynamic Bayesian learning network for EMG-based early prediction of voluntary movement intention
Yongming Chen,
Haihong Zhang,
Chuanchu Wang,
Kai Keng Ang,
Soon Huat Ng,
Huiwen Jin,
Zhiping Lin
Scientific Reports
5 Dec 2022
SERC
Institute for Infocomm Research
Online Adaptive CNN: a Session-to-session Transfer Learning Approach for Non-stationary EEG
Shuailei Zhang,
Dezhi Zheng,
Ning Tang,
Effie Chew,
Rosary Lim,
Kai Keng Ang,
Cuntai Guan
IEEE Symposium Series on Computational Intelligence
28 Sep 2022
SERC
Institute for Infocomm Research
Exploring the ability of stroke survivors in using the contralesional hemisphere to control a brain–computer interface
Salem Mansour,
Joshua Giles,
Kai Keng Ang,
Krishnan P. S. Nair,
Kok Soon Phua,
Mahnaz Arvaneh
Scientific Reports
26 Sep 2022
SERC
Institute for Infocomm Research
Learning EEG Representations with Weighted Convolutional Siamese Network: a Large Multi-session Post-stroke Rehabilitation Study
Shuailei Zhang,
Kai Keng Ang,
Dezhi Zheng,
Qianxin Hui,
Xinlei Chen,
Yang Li,
Ning Tang,
Effie Chew,
Rosary Yuting Lim,
Cuntai Guan
IEEE Transactions on Neural Systems and Rehabilitation Engineering
21 Sep 2022
SERC
Institute for Infocomm Research
EEG-Video Emotion-based Summarization: Learning with EEG Auxiliary Signals
Wai-Cheong Lincoln Lew,
Di Wang,
Kai Keng Ang,
Joo-Hwee Lim,
Chai Quek,
Ah-Hwee Tan
IEEE Transactions on Affective Computing
8 Sep 2022
SERC
Institute for Infocomm Research
Information sparseness in cortical microelectrode channels while decoding movement direction using an artificial neural network
Brian Premchand,
Kyaw Kyar Toe,
Chuanchu Wang,
Camilo Libedinsky,
Kai Keng Ang,
Rosa Q. So
2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
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