Browsing 17 Psychology and Cognitive Sciences by Author "Nguyen Hung"

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  • Browsing 17 Psychology and Cognitive Sciences by Author

Browsing 17 Psychology and Cognitive Sciences by Author "Nguyen Hung"

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  • Early driver fatigue detection from electroencephalography signals using artificial neural networks 
    Nguyen Hung; King Leslie; Lal Saroj (The Institute of Electrical and Electronic Engineers Inc (IEEE), 2006)
    This paper describes a driver fatigue detection system using an Artificial Neural Network (ANN). Using electroencephalogram (EEG) data sampled from 20 professional truck drivers and 35 non professional drivers, the time ...
  • A Hybrid Nonlinear-Discriminant Analysis Feature Projection Technique 
    Nguyen Hung; Khushaba Rami N; Al-Jumaily Adel; Al-Ani Ahmed (Springer, 2008)
    Feature set dimensionality reduction via Discriminant Analysis (DA) is one of the most sought after approaches in many applications. In this paper, a novel nonlinear DA technique is presented based on a hybrid of Artificial ...
  • Improved Head Direction Command Classification Using An Optimized Bayesian Neural Network 
    Nguyen Thanh Son; Nguyen Hung; Taylor Philip; Middleton James (The Institute of Electrical and Electronic Engineers Inc (IEEE), 2006)
    Assistive technologies have recently emerged to improve the quality of life of severely disabled people by enhancing their independence in daily activities. Since many of those individuals have limited or non-existing ...
  • Neural-network detection of hypoglycemic episodes in children with type 1 diabetes using physiological responses 
    Ghevondian Nejhdeh; Nguyen Hung; Jones Timothy (The Institute of Electrical and Electronic Engineers Inc (IEEE), 2006)
    The most common and highly feared adverse effect of intensive insulin therapy in patients with diabetes is the increased risk of hypoglycemia. Symptoms of hypoglycemia arise from the activation of the autonomous central ...
  • Two Channel EEG thought pattern classifier 
    Nguyen Hung; Craig Daniel; Burchey Harold (The Institute of Electrical and Electronic Engineers Inc (IEEE), 2006)
    This paper presents a real-time Electro- Encephalogram (EEG) identification system with the goal of achieving hands free control. With two EEG electrodes placed on the scalp of the user, EEG signals are amplified and ...