Nonlinear adaptive networks: A little theory, a few applications
Roger Dale Jones, Shen Qian, Cris W. Barnes, K.R. Bisset, G.M. Bruce, K. Lee, L.A. Lee, W. C. Mead, M.K. O'Rourke, L.E. Thode, Yu-Chen Lee, Gary William Flake, Iacopo Poli · OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information) · 1990
We present the theory of nonlinear adaptive networks and discuss a few applications. In particular, we review the theory of feedforward backpropagation networks. We than present the theory of the Connectionist Normalized Linear Spline network in both its feedforward and iterated modes. Also, we briefly discuss the theory of stochastic cellular automata. We then discuss applications to chaotic time series tidal prediction in Venice Lagoon, sonar transient detection, control of nonlinear processes, balancing a double inverted pendulum and design advice for free electron lasers. 26 refs., 23 figs.