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IJCAI
1997
13 years 11 months ago
On the Role of Hierarchy for Neural Network Interpretation
In this paper, we concentrate on the expressive power of hierarchical structures in neural networks. Recently, the so-called SplitNet model was introduced. It develops a dynamic n...
Jürgen Rahmel, Christian Blum, Peter Hahn
RIAO
2000
13 years 11 months ago
The Effect of Using Hierarchical Classifiers in Text Categorization
Given a set of categories, with or without a preexisting hierarchy among them, we consider the problem of assigning documents to one or more of these categories from the point of ...
Stephen D'Alessio, Keitha A. Murray, Robert Schiaf...
VLSID
2004
IEEE
91views VLSI» more  VLSID 2004»
14 years 10 months ago
Program Slicing for ATPG-Based Property Checking
This paper presents a novel technique for abstracting designs in order to increase the efficiency of formal property checking. Bounded Model Checking (BMC), using Satisfiability (...
Vivekananda M. Vedula, Whitney J. Townsend, Jacob ...
ECBS
2010
IEEE
224views Hardware» more  ECBS 2010»
14 years 4 months ago
Timed Automata Model for Component-Based Real-Time Systems
—One of the key challenges in modern real-time embedded systems is safe composition of different software components. Formal verification techniques provide the means for design...
Georgiana Macariu, Vladimir Cretu
TACAS
2005
Springer
124views Algorithms» more  TACAS 2005»
14 years 3 months ago
Dynamic Symmetry Reduction
Abstract. Symmetry reduction is a technique to combat the state explosion problem in temporal logic model checking. Its use with symbolic representation has suffered from the proh...
E. Allen Emerson, Thomas Wahl