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SOFTCO
2004
Springer
15 years 11 months ago
Designing Neural Networks Using Gene Expression Programming
Abstract. An artificial neural network with all its elements is a rather complex structure, not easily constructed and/or trained to perform a particular task. Consequently, severa...
Cândida Ferreira
CEC
2003
IEEE
15 years 11 months ago
Learning DFA: evolution versus evidence driven state merging
Learning Deterministic Finite Automata (DFA) is a hard task that has been much studied within machine learning and evolutionary computation research. This paper presents a new met...
Simon M. Lucas, T. Jeff Reynolds
EH
2003
IEEE
117views Hardware» more  EH 2003»
15 years 11 months ago
The Evolutionary Design and Synthesis of Non-Linear Digital VLSI Systems
This paper describes a multi-objective Evolutionary Algorithm (EA) system for the synthesis of efficient non-linear VLSI circuit modules. The EA takes the specification for a no...
Robert Thomson, Tughrul Arslan
ISPD
2003
ACM
105views Hardware» more  ISPD 2003»
15 years 11 months ago
Partition-driven standard cell thermal placement
The thermal problem has been emerged as one of the key issues for next-generation IC design. In this paper, we propose a scheme to achieve better thermal distribution for partitio...
Guoqiang Chen, Sachin S. Sapatnekar
ISPD
2003
ACM
88views Hardware» more  ISPD 2003»
15 years 11 months ago
Porosity aware buffered steiner tree construction
— In order to achieve timing closure on increasingly complex IC designs, buffer insertion needs to be performed on thousands of nets within an integrated physical synthesis syste...
Charles J. Alpert, Gopal Gandham, Milos Hrkic, Jia...