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ISNN
2004
Springer
14 years 3 months ago
Geometric Interpretation of Nonlinear Approximation Capability for Feedforward Neural Networks
This paper presents a preliminary study on the nonlinear approximation capability of feedforward neural networks (FNNs) via a geometric approach. Three simplest FNNs with at most f...
Bao-Gang Hu, Hong-Jie Xing, Yujiu Yang
ENTCS
2008
89views more  ENTCS 2008»
13 years 9 months ago
Relational Analysis and Precision via Probabilistic Abstract Interpretation
istic Abstract Interpretation Alessandra Di Pierro1 Pascal Sotin2 Herbert Wiklicky3 Within the context of a quantitative generalisation of the well established framework of Abstra...
Alessandra Di Pierro, Pascal Sotin, Herbert Wiklic...
AGP
1994
IEEE
14 years 1 months ago
An Abstract Interpretation Framework for (almost) Full Prolog
act Interpretation Framework for (almost) Full Prolog1 B. Le Charlier S. Rossi P. Van Hentenryck University of Namur University of Padova Brown University 21 rue Grandgagnage 7 via...
Baudouin Le Charlier, Sabina Rossi, Pascal Van Hen...
PEPM
1995
ACM
14 years 1 months ago
Abstract Interpretation and Low-Level Code Optimization
Interpretation and Low-Level Code Optimization Saumya Debray Department of Computer Science University of Arizona Tucson, AZ 85715 Abstract interpretation is widely accepted as a ...
Saumya K. Debray
ENTCS
2010
98views more  ENTCS 2010»
13 years 7 months ago
Static Analysis by Abstract Interpretation: A Mathematical Programming Approach
nalysis by abstract interpretation: a Mathematical Programming approach1 Eric Goubaulta,2 St
Eric Goubault, Stéphane Le Roux, Jeremy Lec...