11814 search results - page 134 / 2363 » On Generalization by Neural Networks |
119
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IJCNN
2007
IEEE
15 years 10 months ago
2007
IEEE
— A spiking neural network model is used to identify characters in a character set. The network is a two layered structure consisting of integrate-and-fire and active dendrite n...
123
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ICANN
2005
Springer
15 years 9 months ago
2005
Springer
This research employs unsupervised pattern recognition to approach the thorny issue of detecting anomalous network behavior. It applies a connectionist model to identify user behav...
147
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ESANN
2006
15 years 5 months ago
2006
It has been proposed that chaos can serve as a reservoir providing an infinite number of dynamical states [1, 2, 3, 4, 5]. These can be interpreted as different behaviors, search a...
135
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NIPS
1997
15 years 5 months ago
1997
A Lyapunov function for excitatory-inhibitory networks is constructed. The construction assumes symmetric interactions within excitatory and inhibitory populations of neurons, and...
102
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IWANN
2001
Springer
15 years 8 months ago
2001
Springer
We propose a novel approach based upon a superposition of ‘colored’ and ‘white’ noise to approximate current inputs in neural models. Numerical results show that the novel ...