Exploratory data analysis of evoked response single trials based on minimal spanning tree

Clinical Neurophysiology

Volumn 112, Issue 4, 2001, Pages 698-712

  Laskaris, Nikolaos A ^a   Ioannides, Andreas A ^a  

^a RIKEN BRAIN SCIENCE INSTITUTE   (Japan)

Author keywords

Cluster analysis; M100; Monitoring; Selective averaging; Single trial analysis; Visualization

Indexed keywords

ALGORITHM; ARTICLE; CLUSTER ANALYSIS; DATA ANALYSIS; EVOKED AUDITORY RESPONSE; EVOKED RESPONSE; MAGNETOENCEPHALOGRAPHY; PRIORITY JOURNAL; SIGNAL NOISE RATIO; VALIDATION PROCESS;

ADULT; ALGORITHMS; BRAIN; CLUSTER ANALYSIS; ELECTRIC STIMULATION; EVOKED POTENTIALS, AUDITORY; FEMALE; HUMANS; MAGNETICS; MALE; MODELS, THEORETICAL; SIGNAL PROCESSING, COMPUTER-ASSISTED; TIME FACTORS;

EID: 0035077676     PISSN: 13882457     EISSN: None     Source Type: Journal    
DOI: 10.1016/S1388-2457(00)00560-5     Document Type: Article

References (42)

1. Vector median filters
2. The ordering of multivariate data
3. Data dependent weighted averages for recording of evoked potential signals
4. Estimation of a multivariate density
5. ERPs elicited by a cognitive incongruity paradigm: A semantic memory study
6. A data driven procedure for density estimation with some applications
7. Minimal spanning tree based clustering technique: Relationship with bayes classifier
8. Multivariate Generalizations of the Wald-Wolfowith and Smirnov two-sample tests
9. Graphics for the multivariate two-sample problem
10. Automatic classification of visual evoked responses
11. Feature extraction and state identification in biomedical signals using hierarchical fuzzy clustering
12. Unsupervised clustering of evoked potentials by waveform
13. p and its use in multivariate image estimation
14. Continuous probabilistic solutions to the biomagnetic inverse problem
15. Model-dependent noise elimination and distributed source solutions for the biomagnetic inverse problem
16. Analysing and visualizing single-trial event-related potentials
17. On the shortest spanning subtree of a graph and the traveling salesman problem
18. Nonmetric multidimensional scaling: A numerical method
19. Overcoming selective ensemble averaging: Unsupervised identification of event-related brain potentials
20. Unsupervised artifact rejection in EP recordings by means of a novel nonlinear technique
21. A genetic algorithm for the multidimensional filtering process of visual evoked potential signals
22. Robust moving averages, with Hopfield Neural Network implementation, for the monitoring of evoked potential signals
23. A triangulation method for the sequential mapping of points from N-space to two-space
24. Single epoch analysis of MEG signals
25. A correlation study of averaged and single trials MEG signals: The average describes multiple histories each in a different set of single trials
26. Bi-hemispheric study of single trial MEG signals of the human auditory cortex
27. Observation of quantization effects in human auditory cortex
28. Phoneme discrimination from MEG data
29. Whole-head mapping of middle latency auditory evoked magnetic fields
30. Human auditory evoked gamma-band magnetic fields
31. On estimation of a probability density function and mode
32. Modulation of slow brain potentials by working memory load in spatial and nonspatial auditory tasks
33. Confidence intervals for signal-to-noise ratio when a signal embedded in noise is observed over repeated trials
34. Magnetic field tomography (MFT) of coherent thalamo-cortical 40 Hz oscillations in humans
35. Algorithms for color image edge enhancement using potential functions
36. Generation of fuzzy rules by mountain clustering
37. From the 'EEG age' to a rational scale of brain electric maturation
38. Graph-theoretical methods for detecting and describing gestal clusters
39. A fuzzy clustering approach to study the auditory P50 component in schizophrenia
40. A fuzzy clustering approach to EP estimation