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DMIN
2006
124views Data Mining» more  DMIN 2006»
15 years 1 months ago
Optimal Multi-class Classification with Principal Components
An approach to build a multi-class classifier is proposed in this paper. This approach consists of a derivation to show under which loss function an optimal classifier can be obtai...
Albert Hoang
ICONIP
1998
15 years 1 months ago
ECOS: Evolving Connectionist Systems and the ECO Learning Paradigm
The paper presents a framework called ECOS for Evolving COnnectionist Systems. ECOS evolve through incremental learning. They can accommodate any new input data, including new fea...
Nikola K. Kasabov
ICANN
2007
Springer
15 years 3 months ago
Text-Independent Speaker Authentication with Spiking Neural Networks
This paper presents a novel system that performs text-independent speaker authentication using new spiking neural network (SNN) architectures. Each speaker is represented by a set ...
Simei Gomes Wysoski, Lubica Benuskova, Nikola Kasa...
PEWASUN
2007
ACM
15 years 1 months ago
Solving the user-to-host binding problem in ad hoc networks through photo-ids
José Cano, Juan-Carlos Cano, Carlos Miguel ...
NN
2006
Springer
100views Neural Networks» more  NN 2006»
14 years 11 months ago
Neural voting machines
In theories of cognition that view the mind as a system of interacting agents, there must be mechanisms for aggregate decision-making, such as voting. Here we show that certain vo...
Whitman Richards, H. Sebastian Seung, Galen Pickar...