| Mathematical Theory of Neural Networks. (1998) | |||||||||||
Abstract | |||||||||||
| This report provides a summary of the grant work by the principal investigators in the area of neural networks. The topics covered deal with (1) analysis of networks from the viewpoint of analog computational devices, exploring limitations imposed by resource constraints; (2) questions of parameter identification of recurrent nets; (3) use of feedforward nets for function approximation and interpolation problems; (4) systems theory (observability and other properties) for nets; and (5) the use of neural networks for the control of nonlinear systems. | |||||||||||
Publication details | |||||||||||
| |||||||||||