Electroencephalography - Classification
Research News and Information

Monday, November 23, 2009

Fuzzy support vector machine for classification of EEG signals using wavelet-based features.

29 May 2009 Translation of electroencephalographic (EEG) recordings into control signals for brain-computer interface (BCI) systems needs to be based on a robust classification of the various types of information. EEG-based BCI features are often noisy and ... Read more...

Classification of electroencephalographic seizure recordings into ictal and interictal files using correlation sum.

18 May 2009 This study provides a performance evaluation of the correlation sum in terms of accuracy, sensitivity, and specificity in its ability to classify seizure files from non-seizure files. The main thrust of the study is whether computable properties ... Read more...

Brain dynamics in the auditory oddball task as a function of stimulus intensity and task requirements.

17 May 2009 We examined relationships between the phase of narrow-band electroencephalographic (EEG) activity at stimulus onset and the resultant event-related potentials (ERPs) in an auditory oddball task, varying both stimulus intensity and active vs. passive ... Read more...

Latest indexed articles for 'Electroencephalography - Classification'

These are the very latest articles for this heading:

• Fuzzy support vector machine for classification of EEG signals using wavelet-based features. 29 May 2009
• Classification of electroencephalographic seizure recordings into ictal and interictal files using correlation sum. 18 May 2009
• Brain dynamics in the auditory oddball task as a function of stimulus intensity and task requirements. 17 May 2009
• Oscillatory correlates of retrieval-induced forgetting in recognition memory. 29 Apr 2009
• Good vibrations: cross-frequency coupling in the human nucleus accumbens during reward processing. 29 Apr 2009
• A simple classification tool for single-trial analysis of ERP components. 4 Apr 2009
• How to assess the aEEG background. 30 Mar 2009
• Periodic epileptiform discharges in hypoxic encephalopathy: BiPLEDs and GPEDs as a poor prognosis for survival. 2 Feb 2009
• The effects of donepezil on postlearning sleep EEG of healthy older adults. 17 Jan 2009
• Characteristics of generalised epileptiform activity. 3 Dec 2008
• A prior neurophysiologic knowledge free tensor-based scheme for single trial EEG classification. 19 Nov 2008
• EEG coherence pattern during simultaneous and successive processing tasks. 3 Nov 2008
• Effects of fluctuating physiological rhythms during prolonged EEG-fMRI studies. 30 Oct 2008
• Classification of burst and suppression in the neonatal electroencephalogram. 27 Oct 2008
• Electrophysiological correlates of anxious rumination. 23 Sep 2008
• EEG photic driving: right-hemisphere reactivity deficit in childhood autism. A pilot study. 7 Sep 2008
• Ictal intracranial infraslow EEG activity. 5 Sep 2008
• Implementing eigenvector methods/probabilistic neural networks for analysis of EEG signals. 4 Sep 2008
• EEG activity in Carmelite nuns during a mystical experience. 12 Aug 2008
• The functional connectivity of different EEG bands moves towards small-world network organization during sleep. 17 Jun 2008

See a longer list of these articles.

Technical information about 'Electroencephalography'

Definition: Recording of electric currents developed in the brain by means of electrodes applied to the scalp, to the surface of the brain, or placed within the substance of the brain.

Descriptor UI: D004569

Alternative terms: Electroencephalography; EEG; Electroencephalogram; Electroencephalograms;

Allowable Qualifiers: adverse effects; classification; drug effects; economics; history; instrumentation; methods; mortality; nursing; psychology; radiation effects; standards; trends; utilization; veterinary; statistics & numerical data; contraindications; ethics;

Tree Number: E01.370.376.300; E01.370.405.245;

Technical Notes: /drug eff /rad eff permitted; do not use /util except by MeSH definition; DF: note short X ref