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JMLR
2010
129views more  JMLR 2010»
15 years 1 months ago
Learning Polyhedral Classifiers Using Logistic Function
In this paper we propose a new algorithm for learning polyhedral classifiers. In contrast to existing methods for learning polyhedral classifier which solve a constrained optimiza...
Naresh Manwani, P. S. Sastry
TSE
2012
13 years 9 months ago
Automated Abstractions for Contract Validation
d Abstractions for Contract Validation Guido de Caso, Víctor Braberman, Diego Garbervetsky and Sebastián Uchitel —Pre/post condition-based specifications are common-place in a...
Guido de Caso, Víctor A. Braberman, Diego G...
COGSR
2011
99views more  COGSR 2011»
15 years 1 months ago
A biologically realistic cleanup memory: Autoassociation in spiking neurons
Methods for cleaning up (or recognizing) states of a neural network are crucial for the functioning of many neural cognitive models. For example, Vector Symbolic Architectures pro...
Terrence C. Stewart, Yichuan Tang, Chris Eliasmith
SAFECOMP
1998
Springer
15 years 10 months ago
An Agenda for Specifying Software Components with Complex Data Models
Abstract. We present a method to specify software for a special kind of safetycritical embedded systems, where sensors deliver low-level values that must be abstracted and pre-proc...
Kirsten Winter, Thomas Santen, Maritta Heisel
OSDI
2002
ACM
16 years 6 months ago
Using Model Checking to Debug Device Firmware
Device firmware is a piece of concurrent software that achieves high performance at the cost of software complexity. They contain subtle race conditions that make them difficult t...
Sanjeev Kumar, Kai Li