Title :
Application of logical neural networks to the analysis of single photon emission tomography images
Author :
Mason, Jennifer ; Sheppard, Scott ; Hines, E. ; Taylor, D. ; Barham, J.
Author_Institution :
Warwick Univ., Coventry
Abstract :
Work is being undertaken at Warwick University to analyse single photon emission tomography (SPET) images of the brain using artificial neural networks. Considerable success has been achieved using the multi-layer perceptron (MLP) topology together with a back propagation learning algorithm. The paper examines the application of a different type of network constructed of logical neurons to the same problem
Keywords :
backpropagation; brain; computerised tomography; feedforward neural nets; medical image processing; radioisotope scanning and imaging; SPET; Warwick University; artificial neural networks; back propagation learning algorithm; brain; logical neural networks; logical neurons; multilayer perceptron; single photon emission tomography images;
Conference_Titel :
Neural Networks for Image Processing Applications, IEE Colloquium on
Conference_Location :
London
