52 search results - page 2 / 11 » Dynamics of Learning Near Singularities in Layered Networks |
104
click to vote
NPL
2006
14 years 9 months ago
2006
In multi-instance learning, the training examples are bags composed of instances without labels, and the task is to predict the labels of unseen bags through analyzing the training...
90
Voted
CORR
2008
Springer
14 years 9 months ago
2008
Springer
In this paper, we propose a general cross-layer optimization framework in which we explicitly consider both the heterogeneous and dynamically changing characteristics of delay-sens...
106
click to vote
MOBIMEDIA
2007
14 years 11 months ago
2007
— The error prone nature of wireless links often necessitates the use of a link layer protocol to ensure acceptable application performance. While traditional link layers assume ...
NIPS
1990
14 years 10 months ago
1990
Previous work (M.I. Sereno, 1989; cf. M.E. Sereno, 1987) showed that a feedforward network with area V1-like input-layer units and a Hebb rule can develop area MT-like second laye...
TNN
2008
14 years 9 months ago
2008
In this paper, we present a novel network to separate mixtures of inputs that have been previously learned. A significant capability of the network is that it segments the componen...