Time-delay neural networks and independent component analysis for EEG-based prediction of epileptic seizures propagation

Proceedings of the National Conference on Artificial Intelligence

Volumn 2, Issue , 2007, Pages 1892-1893

  Mirowski, Piotr W ^a   Madhavan, Deepak ^a   LeCun, Yann ^a  

^a NEW YORK UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SIMULATION; DISEASES; ELECTRODES; ELECTROENCEPHALOGRAPHY; INDEPENDENT COMPONENT ANALYSIS; MATHEMATICAL MODELS;

EPILEPTIC SEIZURES PROPAGATION; SIGNAL DYNAMICS;

NEURAL NETWORKS;

EID: 36349017668     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (5)

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2. LeCun, Y., Bottout L., Orr, G.B., and Muller, K.R., 1998, "Efficient Backprop". Neural Networks: Tricks of the Trade, editions G. Orr and K. Muller, Springer.
3. LeCun, Y., Bottou, L., Bengio, Y., Haffner P., 1998, "Gradient-Based Learning Applied to Document Recognition". Proceedings of the IEEE, 86(11): p. 22782324.
4. Rumelhart, D.E., Hinton, G.E., and Williams, R.J., 1986, "Learning Internal Representations by Error Propagation". Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Vol. 1, Cambridge, MA, MIT Press.
5. Urrestarazu, E., Iriarte, J., Alegre, M., Valencia, M., Viteri, C., and Artieda, J., 2004, "Independent component analysis removing artifacts in ictal recordings". Epilepsia, 45(9): p. 1071-8.