Fuzzy rule Extraction and optimization for rat sleep-stage classification

Proceedings of the 2005 International Conference on Machine Learning; Models, Technologies and Applications, MLMTA'05

Volumn , Issue , 2005, Pages 75-79

  Cruz Cano, R ^a   Martin Del Campo, E ^a   Nava, P A ^a   Cabeza, R ^b  

^a 500 W University Avenue   (United States)

^b UNIVERSITY OF TEXAS AT EL PASO   (United States)

Author keywords

Neural network; Rule extraction; Sleep stage

Indexed keywords

COMBINATION OF NEURAL NETWORKS; FUZZY INFERENCE SYSTEMS; FUZZY RULE EXTRACTIONS; GAUSSIAN; NEURO-FUZZY SYSTEMS; RULE EXTRACTION; RULE EXTRACTION METHODS; SLEEP RECORDINGS; SLEEP STAGES; SLEEP-STAGE;

BACKPROPAGATION ALGORITHMS; FUZZY INFERENCE; FUZZY NEURAL NETWORKS; FUZZY SYSTEMS; MEMBERSHIP FUNCTIONS; ROBOT LEARNING; SLEEP RESEARCH; TRELLIS CODES;

FUZZY LOGIC;

EID: 60749125000     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (5)

1. S. H. Huang and H. Xing, "Extract Intelligible and Concise Fuzzy Rules from Neural Networks," Fuzzy Sets and Systems, Vol. 132, Issue 2, 1 December 2002, Pages 233-243.
2. P. S. Szczepaniak, Paulo J.G. Lisboa, J. Kacprzyk (eds.). Fuzzy Systems in Medicine, Heidelberg, New York, Physica-Verlag, c2000.
3. Estévez, P. A., Fernández, et al. "Classification of Sleep-Waking States using Modular Neural Networks," University of Chile, 2000.
4. Kawashima, Kiyoshi, "A Multithreaded Software Model for Backpropagation Neural Network Applications," The University of Texas at El Paso, 1999.
5. Magdum, Chandrakant. "Sleep Pattern Recognition Using Neural Networks," M.S.E.E. Project, The University of Texas at El Paso, May 2004.