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Publication date Communities Collections Article title Author(s) Journal/Conference
12 Apr 2024 SERC Institute for Infocomm Research Spike-Weighted Spiking Neural Network with Spiking Long Short-Term Memory: A Biomimetic Approach to Decoding Brain Signals Kyle McMillan, Rosa Qiyue So, Camilo Libedinsky, Kai Keng Ang, Brian Premchand Algorithms
8 Apr 2024 SERC Institute for Infocomm Research Review of EEG Affective Recognition with a Neuroscience Perspective Rosary Yuting Lim, Wai-Cheong Lincoln Lew, Kai Keng Ang Brain Sciences
1 Feb 2024 SERC Institute for Infocomm Research Improving Common Spatial Patterns in Brain-Computer Interface Using Dynamic Time Warping and EEG Normalization Mohamed A A Mohamed, Salem Mansour, Payam Soulatiantork, Kai Keng Ang, Phua Kok Soon, Mahnaz Arvaneh 2023 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE)
13 Dec 2023 SERC Institute for Infocomm Research Transferring a deep learning model from healthy subjects to stroke patients in a motor imagery brain–computer interface Aarthy Nagarajan, Neethu Robinson, Kai Keng Ang, Karen Sui Geok Chua, Effie Chew, Cuntai Guan Journal of Neural Engineering
11 Dec 2023 SERC Institute for Infocomm Research Synchronizing Motor Imagery Cue in fNIRS Brain-Computer Interface to reduce confounding effects of respiration Brian Premchand, Zhuo Zhang, Juanhong Yu, Tao Yang, Kai Keng Ang 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
16 Nov 2023 SERC Institute for Infocomm Research Generative sEMG Deep Learning for Early Prediction of Locomotion with Small Training Datasets Zhanfeng Huang, Zhiping Lin, Haihong Zhang, Chuanchu Wang, Soon Huat Ng, Christina Ka Yin Tang, Kai Keng Ang IECON 2023- 49th Annual Conference of the IEEE Industrial Electronics Society
12 Nov 2023 SERC Institute for Infocomm Research A Review on Motor Imagery with Transcranial Alternating Current Stimulation: Bridging Motor and Cognitive Welfare for Patient Rehabilitation Rosary Yuting Lim, Kai Keng Ang, Effie Chew, Cuntai Guan Brain Sciences
11 Sep 2023 SERC Institute for Infocomm Research Learning Transient Electromyographic Activities during Lower-limb Motion Initiation using Gaussian Mixture Hidden Markov Models 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)
24 Jul 2023 SERC Institute for Infocomm Research Brain Criticality EEG Analysis for Tracking Neurodevelopment from Childhood to Adolescence Mengjiao Hu, Haihong Zhang, Kai Keng Ang 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Society
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