Allen, Robert and Smith, David
Neuro-fuzzy closed-loop control of depth of anaesthesia
Artificial Intelligence in Medicine, 21, (1-3), . (doi:10.1016/S0933-3657(00)00084-1).
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The utility of the auditory evoked potential (AEP) is under investigation as a feedback signal for the automatic closed-loop control of general anaesthesia using neural networks and fuzzy logic. The AEP is a signal derived from the electroencephalogram (EEG) in response to auditory stimulation, which may be useful as an index of the ‘depth’ of anaesthesia. A simple back-propagation neural network can learn the AEP and provides a satisfactory input to a fuzzy logic infusion controller for the administration of anaesthetic drugs, but the problem remains that of reliable signal acquisition.
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