Blind Source Separation and Sparse Bump Modelling of Time Frequency Representation of Eeg Signals : New Tools for Early Detection of Alzheimer ’ S Disease

@inproceedings{Vialatte2005BlindSS,
  title={Blind Source Separation and Sparse Bump Modelling of Time Frequency Representation of Eeg Signals : New Tools for Early Detection of Alzheimer ’ S Disease},
  author={François B. Vialatte and Andrzej Cichocki and G{\'e}rard Dreyfus and T. Musha and Tomasz M. Rutkowski and R{\'e}mi Gervais},
  year={2005}
}
The early detection of Alzheimer’s disease (AD) is an important challenge. In this paper, we propose a novel method for early detection of AD using only electroencephalographic (EEG) recordings for patients with Mild Cognitive Impairment (MCI) without any clinical symptoms of the disease who later developed AD. In our method, first a blind source separation algorithm is applied to extract the most significant spatiotemporal uncorrelated components; afterward these components are wavelet… CONTINUE READING

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References

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Showing 1-10 of 14 references

Building meaningful representations in knowledgedriven nonlinear modeling

B. Quenet R. Dubois, Y. Faisandier, G. Dreyfus
2005

Building meaningful representations in knowledgedriven nonlinear modeling,”Neurocomputing

R. Dubois, B. Quenet, Y. Faisandier, G. Dreyfus
p. (in print), • 2005
View 2 Excerpts

EEG filtering based on blind source separation (BSS) for early detection of Alzheimer's disease.

Clinical neurophysiology : official journal of the International Federation of Clinical Neurophysiology • 2005

EEG dynamics in patients with Alzheimer's disease

Clinical Neurophysiology • 2004
View 3 Excerpts

Oscillatory activity, behaviour and memory, new approaches for lfp signal analysis

F. Vialatte, C. Martin, +3 authors R. Gervais
Proceedings of 35 th Annual General Meeting of the European Brain and Behaviour Society , Barcelona, Spain, 17–20 September 2003, vol. 63 of Acta Neurobiologiae Experimentalis , supplement. • 2003
View 2 Excerpts

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