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» The baldwin effect in developing neural networks
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JSW
2008
123views more  JSW 2008»
13 years 7 months ago
Component-oriented Reliability Analysis and Optimal Version-upgrade Problems for Open Source Software
The current software development environment has been changing into new development paradigms such as concurrent distributed development environment and the so-called open source p...
Yoshinobu Tamura, Shigeru Yamada
JMLR
2012
11 years 10 months ago
Random Search for Hyper-Parameter Optimization
Grid search and manual search are the most widely used strategies for hyper-parameter optimization. This paper shows empirically and theoretically that randomly chosen trials are ...
James Bergstra, Yoshua Bengio
ICC
2007
IEEE
133views Communications» more  ICC 2007»
14 years 1 months ago
Machine Learning for Automatic Defence Against Distributed Denial of Service Attacks
— Distributed Denial of Service attacks pose a serious threat to many businesses which rely on constant availability of their network services. Companies like Google, Yahoo and A...
Stefan Seufert, Darragh O'Brien
CIG
2005
IEEE
14 years 1 months ago
A Hybrid AI System for Agent Adaptation in a First Person Shooter
The aim of developing an agent that is able to adapt its actions in response to their effectiveness within the game provides the basis for the research presented in this paper. It ...
Abdennour El Rhalibi, Michael Burkey
IWANN
2001
Springer
14 years 2 days ago
Neurobiological Modeling of Bursting Response During Visual Attention
: Thalamic neurons have an exclusive property named bursting response. Bursting response seems to have a critical role in producing saliency map and encoding conspicuity of locatio...
Reza Rajimehr, Leila Montaser Kouhsari