Title :
Nerve bundle localization with evoked potentials using a new network-inversion technique
Author :
Ogawa, Takehiko ; Sase, Mikiya ; Kosugi, Yukio
Author_Institution :
Interdisciplinary Graduate Sch. of Sci. & Technol., Tokyo Inst. of Technol., Yokohama, Japan
Abstract :
A new neural network architecture for target localization based on the concept of sensor fusion in a human being is considered. The network, similar to a network-inversion, will give a solution for inverse problems using a back propagation (BP) algorithm. In our network, the solution appears in the inter-layer weights (answer-in-weights). We apply the network to the problem of the nerve bundle localization from evoked potentials
Keywords :
sensor fusion; answer-in-weights; backpropagation algorithm; evoked potentials; human being; inter-layer weights; inverse problems; nerve bundle localization; network-inversion technique; neural network architecture; neurosurgery; sensor fusion; target localization; Cranial; Electrodes; Humans; Inverse problems; Neural networks; Neurosurgery; Phase estimation; Probes; Sensor fusion; Working environment noise;
Conference_Titel :
Engineering in Medicine and Biology Society, 1994. Engineering Advances: New Opportunities for Biomedical Engineers. Proceedings of the 16th Annual International Conference of the IEEE
Conference_Location :
Baltimore, MD
Print_ISBN :
0-7803-2050-6
DOI :
10.1109/IEMBS.1994.415343
