The Stone-Weierstrass theorem and its terminology are reviewed, and neural network architectures based on this theorem are presented. Specifically, exponential functions, polynomials, partialâ€¦ (More)

Conventional artificial neural networks perform functional mappings from their input space to their output space. The synaptic weights encode information about the mapping in a manner analogous toâ€¦ (More)

-This paper shows that the Cerebellar Model Articulation Controller (CMA C) is structurally simUar to networks derived from a theorem o f Kolmogorov. As a foundation for this comparison, we review ofâ€¦ (More)

After a long developmental effort, we can now fabricate, using thin-film techniques, both rigid modiolar multielectrodes and flexible scala tympani multielectrodes which we believe appropriate forâ€¦ (More)

Abslract This paper examines the properties of different neural network architecture in adaptive nonlinear robotic control. There is presently considerable interest in the adaptive control ofâ€¦ (More)

The authors describe a pulsed network version of the cerebellar model articulation controller (CMAC), popularized by Albus (1981). The network produces output pulses whose times of occurrence are aâ€¦ (More)

In this note we show that weak (specified energy bound) universal approximation by neural networks is possible if variable synaptic weights are brought in as network inputs rather than being embeddedâ€¦ (More)