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DMIN
2006
124views Data Mining» more  DMIN 2006»
15 years 4 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 4 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 6 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 4 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»
15 years 2 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...