636 search results - page 61 / 128 » Measuring Complexity of Intelligent Machines |
ECAL
2003
Springer
15 years 3 months ago
2003
Springer
This paper demonstrates that the waves produced on the surface of water can be used as the medium for a “Liquid State Machine” that pre-processes inputs so allowing a simple pe...
ATAL
2010
Springer
14 years 11 months ago
2010
Springer
Experimental analysis of networks of cooperative learning agents (to verify certain properties such as the system's stability) has been commonly used due to the complexity of...
111
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IDA
2011
Springer
14 years 4 months ago
2011
Springer
Ubiquitous Knowledge Discovery is a new research area at the intersection of machine learning and data mining with mobile and distributed systems. In this paper the main character...
COLT
2007
Springer
15 years 1 months ago
2007
Springer
Abstract. The classical perceptron algorithm is an elementary algorithm for solving a homogeneous linear inequality system Ax > 0, with many important applications in learning t...
115
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COLT
2000
Springer
15 years 1 months ago
2000
Springer
In the present paper, we present the theoretical basis, as well as an empirical validation, of a protocol designed to obtain effective VC dimension estimations in the case of a si...