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» Test set compaction algorithms for combinational circuits
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GECCO
2003
Springer
15 years 9 months ago
Pruning Neural Networks with Distribution Estimation Algorithms
Abstract. This paper describes the application of four evolutionary algorithms to the pruning of neural networks used in classification problems. Besides of a simple genetic algor...
Erick Cantú-Paz
ASPDAC
2001
ACM
81views Hardware» more  ASPDAC 2001»
15 years 7 months ago
High-level specification and efficient implementation of pipelined circuits
This paper describes a novel approach to high-level synthesis of complex pipelined circuits, including pipelined circuits with feedback. This approach combines a high-level, modula...
Maria-Cristina V. Marinescu, Martin C. Rinard
160
Voted
TVLSI
2008
107views more  TVLSI 2008»
15 years 3 months ago
Novel Probabilistic Combinational Equivalence Checking
Exact approaches to combinational equivalence checking, such as automatic test pattern generation-based, binary decision diagrams (BDD)-based, satisfiability-based, and hybrid appr...
Shih-Chieh Wu, Chun-Yao Wang, Yung-Chih Chen
ICML
2003
IEEE
16 years 4 months ago
Relativized Options: Choosing the Right Transformation
Relativized options combine model minimization methods and a hierarchical reinforcement learning framework to derive compact reduced representations of a related family of tasks. ...
Balaraman Ravindran, Andrew G. Barto
IWANN
2011
Springer
14 years 7 months ago
A Preliminary Study on the Use of Fuzzy Rough Set Based Feature Selection for Improving Evolutionary Instance Selection Algorith
In recent years, the increasing interest in fuzzy rough set theory has allowed the definition of novel accurate methods for feature selection. Although their stand-alone applicati...
Joaquín Derrac, Chris Cornelis, Salvador Ga...