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» Evolving machine microprograms
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EH
1999
IEEE
351views Hardware» more  EH 1999»
13 years 10 months ago
Evolvable Hardware or Learning Hardware? Induction of State Machines from Temporal Logic Constraints
Here we advocate an approach to learning hardware based on induction of finite state machines from temporal logic constraints. The method involves training on examples, constraint...
Marek A. Perkowski, Alan Mishchenko, Anatoli N. Ch...
GPEM
2010
104views more  GPEM 2010»
13 years 4 months ago
Genetic Programming and Evolvable Machines: ten years of reviews
The journal and in particular the resource reviews have been running for ten years. There are a number of activities being planned to celebrate. However it is a good time to revisi...
William B. Langdon, Steven M. Gustafson
GECCO
2007
Springer
184views Optimization» more  GECCO 2007»
13 years 10 months ago
Evolving kernels for support vector machine classification
While support vector machines (SVMs) have shown great promise in supervised classification problems, researchers have had to rely on expert domain knowledge when choosing the SVM&...
Keith Sullivan, Sean Luke
EH
2003
IEEE
84views Hardware» more  EH 2003»
13 years 11 months ago
Evolved Reversible Cascades Realized on the CAM-Brain Machine
This paper presents a new approach to reversible cascade evolution based on a 3D cellular automaton. As a research platform we used the ATR’s CAMBrain Machine (CBM). Reversible ...
Andrzej Buller, Marek A. Perkowski
IJON
2006
161views more  IJON 2006»
13 years 6 months ago
Evolving hybrid ensembles of learning machines for better generalisation
Ensembles of learning machines have been formally and empirically shown to outperform (generalise better than) single predictors in many cases. Evidence suggests that ensembles ge...
Arjun Chandra, Xin Yao