Neural codes in human extracranial EEG: Identification of epilepsy features

Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings

Volumn 7 VOLS, Issue , 2005, Pages 432-435

  Valiante, Taufik ^a   Chiu, Alan W L ^a,b   Bardakjian, Berj L ^a,b  

^a UNIVERSITY OF TORONTO   (Canada)

^b UNIVERSITY OF TORONTO   (Canada)

Author keywords

Artificial neural network; Human extracranial recording; Neural code; Spontaneous seizures; Wavelet transform

Indexed keywords

BRAIN MODELS; ELECTROENCEPHALOGRAPHY; NEURAL NETWORKS; NONLINEAR SYSTEMS; ROBUSTNESS (CONTROL SYSTEMS); SIGNAL PROCESSING; WAVELET TRANSFORMS;

HUMAN EXTRACRANIAL RECORDING; NEURAL CODES; NONLINEAR TIME FREQUENCY RELATION; SYNAPTIC WEIGHTS; WAVELET ARTIFICIAL NEURAL NETWORK (WANN);

NEUROLOGY;

EID: 33846931831     PISSN: 05891019     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/iembs.2005.1616438     Document Type: Conference Paper

References (4)

1. A. W. L. Chiu, S. Daniel, H. Khosravani, P. L. Carlen, and B. L. Bardakjian, "Prediction of seizure onsets in an in-vitro hippocampal slice model of epilepsy using gaussian-based and wavelet-based artificial neural networks," Annals of Biomedical Engineering, vol. 33, no. 6, pp. 798-810, 2005.
2. A. W. L. Chiu, E. E. Kang, M. Derchansky, P. L. Carlen, and B. L. Bardakjian, "Online prediction of onsets of seizurelike events in hippocampal neural networks using wavelet artificial neural networks," revised submission to the Annals of Biomedical Engineering, 2005.
3. 2+ seizures," revised submission to Brain, 2005 (in press).
4. A. W. L. Chiu, M. Cotic, S. S. Jahromi, H. Khosravani, P. L. Carlen, and B. L. Bardakjian, "The effects of high frequency oscillations in hippocampal electrical activities on the classfication of epileptiform events using artificial neural networks," revised submission to the Journal of Neural Engineering, 2005.