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IWANN
2001
Springer
15 years 2 months ago
Verifying Properties of Neural Networks
In the beginning of nineties, Hava Siegelmann proposed a new computational model, the Artificial Recurrent Neural Network (ARNN), and proved that it could perform hypercomputation....
Pedro Rodrigues, José Félix Costa, H...
BCS
2008
14 years 11 months ago
Tools for Traceable Security Verification
Dependable systems evolution has been identified by the UK Computing Research Committee (UKCRC) as one of the current grand challenges for computer science. We present work toward...
Jan Jürjens, Yijun Yu, Andreas Bauer 0002
SIGSOFT
2007
ACM
15 years 10 months ago
Quantitative verification: models techniques and tools
Automated verification is a technique for establishing if certain properties, usually expressed in temporal logic, hold for a system model. The model can be defined using a high-l...
Marta Z. Kwiatkowska
FDL
2004
IEEE
15 years 1 months ago
A Functional Programming Framework of Heterogeneous Model of Computation for System Design
System-on-Chip (SOC) and other complex distributed hardware/software systems contain heterogeneous components such as DSPs, micro-controllers, application specific logic etc., whi...
Deepak Mathaikutty, Hiren D. Patel, Sandeep K. Shu...
CAV
2005
Springer
122views Hardware» more  CAV 2005»
15 years 3 months ago
Interpolant-Based Transition Relation Approximation
Abstract. In predicate abstraction, exact image computation is problematic, requiring in the worst case an exponential number of calls to a decision procedure. For this reason, sof...
Ranjit Jhala, Kenneth L. McMillan