Single trial analysis of event related potentials: Non-linear de-noising with wavelets

Clinical Neurophysiology

Volumn 111, Issue 12, 2000, Pages 2255-2263

  Effern, A ^a   Lehnertz, K ^a   Fernandez G ^a   Grunwald, T ^a   David, P ^a   Elger, C E ^a  

^a UNIVERSITY OF BONN   (Germany)

Author keywords

Event related potentials; Non linear de noising; Single trial analysis; State space reconstruction; Wavelets; Within subject statistics

Indexed keywords

ARTICLE; EVENT RELATED POTENTIAL; HUMAN; NONLINEAR SYSTEM; PRIORITY JOURNAL; RECORDING; SAMPLE; SCALP; STATISTICAL ANALYSIS; TECHNIQUE; TIME; WAVEFORM; WHITE NOISE;

BRAIN; ELECTROENCEPHALOGRAPHY; EVOKED POTENTIALS; HUMANS; MODELS, NEUROLOGICAL; TIME FACTORS;

EID: 0033762608     PISSN: 13882457     EISSN: None     Source Type: Journal    
DOI: 10.1016/S1388-2457(00)00463-6     Document Type: Article

References (35)

1. Wavelets: new method of evoked potential analysis
2. Single evoked potential reconstruction by means of wavelet transform
3. Oscillatory brain dynamics, wavelet analysis, and cognition
4. Time frequency digital filtering based on an invertible wavelet transform: an application to evoked potentials
5. Autoregressive exogenous filters for single-trial analysis of movement-related brain macropotentials in children
6. Wavelets, adapted waveforms and de-noising
7. Detection of P300 waves in single trials by the wavelet transform (WT)
8. A posteriori time-varying filtering of averaged evoked potentials. I. Introduction and conceptual basis
9. A posteriori time-varying filtering of averaged evoked potentials. II. Mathematical and computational aspects
10. De-noising by soft-thresholding
11. Some comments on the use of Wiener filtering in the estimation of evoked potentials
12. Time adaptive de-noising of single trial event related potentials in the wavelet domain
13. Non-linear de-noising of transient signals with application to event related potentials
14. Real-time tracking of memory formation in the human rhinal cortex and hippocampus
15. Cognitive neuroscience of human memory
16. On noise reduction methods for chaotic data
17. Alterations of intrahippocampal cognitive potentials in temporal lobe epilepsy
18. Limbic P300s in temporal lobe epilepsy with and without Ammon's horn sclerosis
19. ARMA-filtering of evoked potentials
20. Psychophysiology of P300
21. Limbic P3 potentials, seizure localization, and surgical pathology in temporal lobe epilepsy
22. Multiresolution analysis of event-related potentials by wavelet decomposition
23. Wavelet analysis of neuroelectric waveforms: a conceptual tutorial
24. Fast wavelet transform of EEG
25. Wavelet transforms and surrogate data for electroencephalographic spike and seizure detection
26. Non-linear noise reduction for electrocardiograms
27. Detecting strange attractors in turbulence
28. Feature extraction of event-related potentials using wavelets: an application to human performance monitoring
29. Depth electrode implantation in the length axis of the hippocampus for the presurgical evaluation of medial temporal lobe epilepsy: a computed tomography-based stereotactic insertion technique
30. A posteriori Wiener filtering of average evoked response
31. Characterization of an adaptive filter for the analysis of variable latency neuroelectric signals