A Computationally Efficient Order Statistics based Outlier Detection Technique for EEG Signals

Giri, Bapun K ;   Sarkar, Soumajyoti ;   Mazumder, Satyaki ;   Das, Koel

Tags Neural signal processingBrain functional imaging - EEG

Detecting artifacts in EEG data produced by muscle activity, eye blinks and electrical noise is a common and important problem in EEG...

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Beta/Theta Ratio Neurofeedback Training Effects on the Spectral Topography of EEG

Yang, Limin ;   Nan, Wenya ;   Qu, Xiaoting ;   Wan, Feng ;   Mak, Pui-In ;   Mak, Peng Un ;   Vai, Mang I. ;   Hu, Yong ;   Rosa, Agostinho Claudio da

Tags Neural signals - Spectral analysisBrain-computer/machine interfaceRehabilitation

Neurofeedback training (NFT) has shown positive effects on cognition and behavior enhancement as well as clinical treatment. However, little is...

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Classification of Awake, REM, and NREM from EEG via Singular Spectrum Analysis

Mahvash Mohammadi, Sara ;   Enshaeifar, Shirin ;   Ghavami, Mohammad ;   Sanei, Saeid

Tags Neural signals - Blind source separation (PCA, ICA, etc.)Neural signals - FilteringHuman performance - Sleep

In this study, a single-channel electroencephalography (EEG) analysis method has been proposed for automated 3 state sleep classification to...

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EEG-Based Time and Spatial Interpretation of Activation Areas for Relaxation and Words Writing between Poor and Capable Dyslexic Children

Mohamad, Noor Bariah ;   Lee, Khuan Y. ;   Mansor, Wahidah ;   Mahmoodin, Zulkifli

Tags Neural signal processingNeural signals - Time-frequency analysis

Symptoms of dyslexia such as difficulties with accurate and/or fluent word recognition, and/or poor spelling as well as decoding abilities, are...

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Electroencephalographic Spectral Correlates of Caress-Like Affective Haptic Stimuli

Valenza, Gaetano ;   Greco, Alberto ;   Nardelli, Mimma ;   Bianchi, Matteo ;   Lanata', Antonio ;   Rossi, Simone ;   Scilingo, Enzo Pasquale

Tags Neural signals - Spectral analysisNeural signal processingHuman performance - Cognition

This paper describes how brain dynamics, as estimated through spectral analysis of electroencephalographic (EEG) oscillatory rhythms, is...

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Emergence of Critical Dynamics in Large-Scale in Vitro Cortical Networks

Massobrio, Paolo ;   Pasquale, Valentina ;   Martinoia, Sergio

Tags Neural signals - Nonlinear analysisBrain physiology and modeling - Neural dynamics and computationBrain physiology and modeling - Neural circuits

In vitro neuronal networks coupled to Micro-Electrode Arrays (MEAs) represent a valid experimental framework to study neuronal dynamics....

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Feasibility of Blind Source Separation Methods for the Denoising of Dense-Array EEG

Taheri, Nasrin ;   Kachenoura, Amar ;   Ansari-Asl, Karim ;   Karfoul, Ahmad ;   Senhadji, Lotfi ;   Albera, Laurent ;   Merlet, Isabelle

Tags Neural signals - Blind source separation (PCA, ICA, etc.)Independent component analysisNeurological disorders - Epilepsy

High-density electroencephalographic recordings have recently been proved to bring useful information during the pre-surgical evaluation of...

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Filter Bank Common Spatial Patterns in Mental Workload Estimation

Arvaneh, Mahnaz ;   Umilta, Alberto ;   Robertson, Ian

Tags Neural signal processingHuman performance - CognitionNeural signals - Filtering

EEG-based workload estimation technology provides a real time means of assessing mental workload. Such technology can effectively enhance...

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Impact of Stimuli Distribution on Neural Network Responses

Scarsi, Francesca ;   Tessadori, Jacopo ;   Pasquale, Valentina ;   Chiappalone, Michela

Tags Neural signals - CodingNeural stimulation

In this study we investigated the relationship between stimulus regularity and observed responses in a biological neural network of dissociated...

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Neural Network based Forward Prediction of Bladder Pressure using Pudendal Nerve Electrical Activity

Geramipour, Arezou ;   Makki, Saeid ;   Erfanian, Abbas

Tags Neural signal processingNeural signals - Nonlinear analysis

Individuals with spinal cord injury or neurological disorders have problems in urinary bladder storage and in voiding function. In these people,...

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Quantifying in Vivo and in Vitro Neuronal Bursts by an Automatized Adaptive Burst Detection Algorithm and Entropy Measures

Kapucu, Fikret Emre ;   Mikkonen, Jarno Eelis ;   Tanskanen, Jarno M. A. ;   Hyttinen, Jari

Tags Neural signal processingNeural signals - Spectral analysis

In this paper, we propose employing entropy values to quantify action potential bursts in electrophysiological measurements from the brain and...

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Spectra of Infant EEG within the First Year of Life: A Pilot Study

Xiao, Ran ;   Qi, Xiao ;   Fagg, Andrew ;   Kolobe, Thubi ;   Miller, David ;   Ding, Lei

Tags Neural signal processingNeural signals - Spectral analysis

Rhythmic activities in electroencephalography (EEG) have been extensively studied in adults and classic rhythms are found to correlate with...

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