A Brain Computer Interface for Robust Wheelchair Control Application based on Pseudorandom Code Modulated Visual Evoked Potential

Mohebbi, Ali ;   Engelsholm, Signe Katrine Dybbro ;   Puthusserypady, Sadasivan ;   Kjaer, Troels Wesenberg ;   Thomsen, Carsten Eckhart ;   Sorensen, Helge B D

Tags Biomedical signal classification

In this pilot study, a novel and minimalistic Brain Computer Interface (BCI) based wheelchair control application was developed. The system was...

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An Application of Gaussian Processes on Ocular Artifact Removal from EEG

Noorzadeh, Saman ;   Rivet, Bertrand ;   Gumery, Pierre-Yves

Tags Biomedical signal classificationNonlinear analysis of biomedical signals

Consequences of eye movements are one of the main interferences that distort the brain EEG recordings. In this paper, a multi-modal...

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Automated Sleep Spindle Detection using IIR Filters and a Gaussian Mixture Model

Patti, Chanakya Reddy ;   Penzel, Thomas ;   Cvetkovic, Dean

Tags Biomedical signal classificationData mining in biosignalsMultivariate signal processing

Sleep spindle detection using modern signal processing techniques such as the Short-Time Fourier Transform and Wavelet Analysis are common...

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Classification of Convulsive Psychogenic Non-Epileptic Seizures using Histogram of Oriented Motion of Accelerometry Signals

Kusmakar, Shitanshu ;   Gubbi, Jayavardhana ;   Rao, Aravinda ;   Yan, Bernard ;   O'Brien, Terence ;   Palaniswami, Marimuthu

Tags Biomedical signal classificationData mining in biosignals

Seizure is caused due to sudden surge of electrical activity within the brain. There is another class of seizures called psychogenic...

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Classification of Convulsive Psychogenic Non-Epileptic Seizures using Muscle Transforms Obtained from Accelerometry Signal

Kusmakar, Shitanshu ;   Gubbi, Jayavardhana ;   Yan, Bernard ;   O'Brien, Terence ;   Palaniswami, Marimuthu

Tags Time-scale and waveletsBiomedical signal classification

Convulsive psychogenic non-epileptic seizure (PNES) can be characterized as events which mimics epileptic seizures but do not show any...

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Classification of High Frequency Oscillations in Epileptic Intracerebral EEG

Jrad, Nisrine ;   Kachenoura, Amar ;   Merlet, Isabelle ;   Pasnicu, Anca ;   BĂ©nar, Christian G. ;   Wendling, Fabrice

Tags Biomedical signal classificationSignal processing in physiological systemsTime-scale and wavelets

High Frequency Oscillations (HFOs 40-500 Hz), recorded from intracerebral electroencephalography (iEEG) in epileptic patients, are categorized...

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EEG Recordings as a Source for the Detection of IRBD

Bisgaard, Sissel ;   Duun-Christensen, Bolette ;   Kempfner, Lykke ;   Sorensen, Helge B D ;   Jennum, Poul

Tags Biomedical signal classificationData mining in biosignalsPattern recognition methods for data mining in biosignals

The purpose of this pilot study was to develop a supportive algorithm for the detection of idiopathic Rapid Eye-Movement (REM) sleep...

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Epileptic Seizure Detection on Patients with Mental Retardation based on EEG Features: A Pilot Study

Wang, Lei ;   Cluitmans, Pierre J.M. ;   Arends, Johan B.A.M. ;   Wu, Yan ;   Sazonov, Andrei Vladimirovich

Tags Biomedical signal classificationTime-frequency analysis of biosignalsPhase locking estimation in biosignal analysis

Mental retardation (MR) is one of the most common secondary disabilities in people with Epilepsy. However, to our knowledge there are no...

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Global EEG Segmentation using Singular Value Decomposition

Haddad, Ali ;   Najafizadeh, Laleh

Tags Signals and systemsPattern recognition methods for data mining in biosignalsBiomedical signal classification

In this paper, we propose a method based on singular value decomposition (SVD) for segmenting multichannel electroencephalography (EEG) data...

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Joint Collaborative Representation based Sleep Stage Classification with Multi-Channel EEG Signals

Liu, Xiao ;   Shi, Jun ;   Tu, Yiheng ;   Zhang, Zhiguo

Tags Biomedical signal classificationPattern recognition methods for data mining in biosignalsSignal processing in physiological systems

Multi-channel electroencephalography (EEG) signals have been effectively used for sleet staging. However, it is still a challenge to effectively...

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Pattern Recognition with Adaptive-Thresholds for Sleep Spindle in High Density EEG Signals

Gemignani, Jessica ;   Agrimi, Jacopo ;   Enrico, Cheli ;   Gemignani, Angelo ;   Laurino, Marco ;   Allegrini, Paolo ;   Landi, Alberto ;   Menicucci, Danilo

Tags Pattern recognition methods for data mining in biosignalsAdaptive filteringSignal processing in physiological systems

Sleep spindles are electroencephalographic oscillations peculiar of non-REM sleep, related to neuronal mechanisms underlying sleep restoration...

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Reliability-Based Automatic Repeat Request for Short Code Modulation Visual Evoked Potentials in Brain Computer Interfaces

Sato, Jun-ichi ;   Washizawa, Yoshikazu

Tags Biomedical signal classificationPattern recognition methods for data mining in biosignals

Code modulation visual evoked potential brain computer interface (c-VEP BCI) has been researched widely. The accuracy of c-VEP is improved...

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Sleep-Stage Scoring in Mice: The Influence of Data Pre-Processing on a System's Performance

Katsageorgiou, Vasiliki-Maria ;   Lassi, Glenda ;   Tucci, Valter ;   Murino, Vittorio ;   Sona, Diego

Tags Time-frequency analysis of biosignalsBiomedical signal classificationNeural networks in biosignal processing and classification

Sleep-stage analysis in mice and rats has received growing attention in recent years, due to the fact that mice display electrical activity...

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The Portable P300 Dialing System based on Tablet and Emotiv Epoc Headset

Tong, Jijun ;   Zhang, Peng ;   Xiao, Ran ;   Ding, Lei

Tags Biomedical signal classificationData mining in biosignalsEmpirical mode decomposition in biosignal analysis

Brain-computer interface (BCI) is a novel communication system that translates brain signals into a control signal. Now with the appearance of...

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Using Robust Principal Component Analysis to Alleviate Day-to-Day Variability in EEG based Emotion Classification

Jao, Ping-Keng ;   Lin, Yuan-Pin ;   Yang, Yi-Hsuan ;   Jung, Tzyy-Ping

Tags Biomedical signal classificationPattern recognition methods for data mining in biosignalsPrincipal component analysis

An emerging challenge for emotion classification using electroencephalography (EEG) is how to effectively alleviate day-to-day variability in...

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