A Neurophysiological Training Evaluation Metric for Air Traffic Management

Borghini, Gianluca ;   Aricò, Pietro ;   Ferri, Federico ;   Graziani, Ilenia ;   Pozzi, Simone ;   Napoletano, Linda ;   Imbert, Jean-Paul ;   Granger, Geraud ;   Benhacene, Railane ;   Babiloni, Fabio

Tags Time-frequency analysis of biosignalsMultivariate signal processing

The aim of this work was to analyze the possibility to apply a neuroelectrical cognitive metrics for the evaluation of the training level of...

Read More Download this Paper

Cognitive Workload Estimation Due to Vague Visual Stimuli Using Saccadic Eye Movements

Bodala, Indu Prasad ;   Yu, Ke ;   Mir, Hasan ;   Thakor, Nitish ;   Al-Nashash, Hasan

Tags Human performance - CognitionHuman performance - Attention and vigilanceHuman performance - Ergonomics and human factors

Visual perception is affected by the quality of stimulus. In this paper, we investigate the rise in cognitive workload of an individual...

Read More Download this Paper

Detection of Variations in Cognitive Workload Using Multi-Modality Physiological Sensors and a Large Margin Unbiased Regression Machine

Zhang, Haihong ;   Zhu, Yongwei ;   Maniyeri, Jayachandran ;   Guan, Cuntai

Tags Human performance - CognitionHuman performance - FatigueBrain functional imaging - EEG

Physiological sensor based workload estimation technology provides a real-time means for assessing cognitive workload and has a broad range...

Read More Download this Paper

ERP Signal Estimation from Single Trial EEG

Mir, Hasan ;   Bodala, Indu Prasad ;   Yu, Ke ;   Thakor, Nitish ;   Al-Nashash, Hasan

Tags Brain functional imaging - EEGBrain functional imaging - Evoked potentialsHuman performance - Cognition

Non-invasive EEG recordings are subject to effects such as surface conduction, resulting in very low signal to noise ratio (SNR). The...

Read More Download this Paper

Joint Optimization of Algorithmic Suites for EEG Analysis

Santana, Eder ;   Brockmeier, Austin ;   Principe, Jose

Tags Neural signals - Blind source separation (PCA, ICA, etc.)Motor learning, neural control, and neuromuscular systemsNeural signal processing

Electroencephalogram (EEG) data analysis algorithms consist of multiple processing steps each with a number of free parameters. A joint...

Read More Download this Paper

Towards a Multimodal Bioelectrical Framework for the Online Mental Workload Evaluation

Aricò, Pietro ;   Borghini, Gianluca ;   Graziani, Ilenia ;   Taya, Fumihiko ;   Sun, Yu ;   Bezerianos, Anastasios ;   Thakor, Nitish ;   Cincotti, Febo ;   Babiloni, Fabio

Tags Time-frequency analysis of biosignalsBiomedical signal classificationPattern recognition methods for data mining in biosignals

In this study, a framework able to classify online different levels of mental workload induced during a simulated flight by using the...

Read More Download this Paper