We present a new supervised learning procedure for systems composed of many separate
networks, each of which learns to handle a subset of the complete set of training cases. The …

For the purposes of this paper, I will assume without question a certain framework of principles
and will explore some of the problems that arise when they are applied in the study of a …

We present a tree-structured architecture for supervised learning. The statistical model
underlying the architecture is a hierarchical mixture model in which both the mixture coefficients …

While there exist many techniques for finding the parameters that minimize an error function,
only those methods that solely perform local computations are used in connectionist …

Objective. —To evaluate the efficacy and safety of anti—tumor necrosis factor α monoclonal
antibody (TNF-α MAb) in the treatment of patients with sepsis syndrome. Design. —…

… and requests for reprints should be sent to Robert Jacobs, Department … be individually
trained independently of the rest of the architecture (Jacobs, 1990; Hampshire & Waibel, 1989). …

Calcium ions serve as intracellular messengers in 2 activities of hair cells: in conjunction with
Ca2(+)-activated K+ channels, they produce the electrical resonance that tunes each cell …

Objective. —To assess the efficacy of adjunctive monoclonal antibody antiendotoxin
immunotherapy in patients with gram-negative sepsis. Design. —Double-blind, randomized, …

The authors present for the undergraduate and graduate linguistics student a transformational
approach to the study of English grammar. Their discussion begins with a description of …

Human observers localize events in the world by using sensory signals from multiple
modalities. We evaluated two theories of spatial localization that predict how visual and auditory …