Title :
Neural network signal processing in human brain research. II. Applications
Author_Institution :
EEG Syst. Lab., San Francisco, CA, USA
Abstract :
For pt.I see ibid., vol.10, pt.3, p.1494 (1988). Summary form only given. The author has used a two-layered neural network algorithm with hidden units and backwards propagation of error to extract features and perform classification of human EEGs and evoked potentials. The clinical outcome of neurosurgery has been predicted, the neurological effects of different types of sleeping pills have been differentiated, and insights have been gained as to how brains produce higher cognitive functions.<>
Keywords :
brain models; neural nets; signal processing; 2-layered neural network algorithm; backward propagation of error; evoked potentials; feature extraction; hidden units; higher cognitive functions; human EEG; human brain research; neural network signal processing; neurological effects; sleeping pills;
Conference_Titel :
Engineering in Medicine and Biology Society, 1988. Proceedings of the Annual International Conference of the IEEE
Conference_Location :
New Orleans, LA, USA
Print_ISBN :
0-7803-0785-2
DOI :
10.1109/IEMBS.1988.95345
