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FLAIRS
2004
13 years 11 months ago
Hidden Layer Training via Hessian Matrix Information
The output weight optimization-hidden weight optimization (OWO-HWO) algorithm for training the multilayer perceptron alternately updates the output weights and the hidden weights....
Changhua Yu, Michael T. Manry, Jiang Li
ISICT
2003
13 years 11 months ago
Applications considered harmful for ambient systems
The notion of application – a single, bounded piece of functionality presented to users – goes almost unquestioned. However in the context of highly adaptive and ambient system...
Simon Dobson
CAL
2004
13 years 9 months ago
Globally Adaptive Load-Balanced Routing on Tori
We introduce a new method of adaptive routing on k-ary n-cubes, Globally Adaptive Load-Balance (GAL). GAL makes global routing decisions using global information. In contrast, most...
Arjun Singh, William J. Dally, Brian Towles, Amit ...
IOT
2010
13 years 7 months ago
Personalized HVAC control system
We present a novel method of building comfort control, focused around the occupant. Custom sensing, communication, and actuation hardware were developed to locate users in a buildi...
Mark Feldmeier, Joseph A. Paradiso
COMMA
2010
13 years 4 months ago
A characterization of collective conflict for defeasible argumentation
In this paper we define a recursive semantics for warrant in a general defeasible argumentation framework by formalizing a notion of collective (non-binary) conflict among argumen...
Teresa Alsinet, Ramón Béjar, Lluis G...