597 search results - page 67 / 120 » Optimal spontaneous activity in neural network modeling |
81
Voted
ICANN
2007
Springer
15 years 6 months ago
2007
Springer
In this article we present an incremental method for building a mixture model. Given the desired number of clusters K ≥ 2, we start with a two-component mixture and we optimize t...
115
Voted
NECO
2008
15 years 14 days ago
2008
Previous theoretical work has shown that a single layer neural network can implement the optimal decision process for simple, two alternative forced choice (2AFC) tasks. However, ...
109
Voted
GECCO
2008
Springer
15 years 1 months ago
2008
Springer
Gene regulatory networks (GRNs) are complex control systems that govern the interaction of genes, which ultimately control cellular processes at the protein level. GRNs can be ted...
118
Voted
ISNN
2005
Springer
15 years 6 months ago
2005
Springer
In this paper we propose a radial basis function (RBF) neural network for nonlinear time-invariant channel equalizer. The RBF network model has a three-layer structure which is com...
117
Voted
JMLR
2008
15 years 15 days ago
2008
The linear model with sparsity-favouring prior on the coefficients has important applications in many different domains. In machine learning, most methods to date search for maxim...