462 search results - page 15 / 93 » Verifying Properties of Neural Networks |
ICANN
2001
Springer
14 years 5 days ago
2001
Springer
Abstract. It has remained an open question whether there exist product unit networks with constant depth that have superlinear VC dimension. In this paper we give an answer by cons...
ICCS
2005
Springer
14 years 1 months ago
2005
Springer
This study proposes a novel forecasting approach – an adaptive smoothing neural network (ASNN) – to predict foreign exchange rates. In this new model, adaptive smoothing techni...
INFOCOM
2002
IEEE
14 years 19 days ago
2002
IEEE
— Recently, a class of solutions including Core-Stateless Fair Queueing (CSFQ), Rainbow Fair Queueing, and Diffserv have been proposed to address the scalability concerns that ha...
AINA
2010
IEEE
13 years 4 months ago
2010
IEEE
- This paper introduces a neural network training tool through computer networks. The following algorithms, such as neuron by neuron (NBN) [1][2], error back propagation (EBP), Lev...
IJCNN
2008
IEEE
14 years 2 months ago
2008
IEEE
— It is well known that edge filters in the visual system can be generated by the InfoMax principle. But, such models are nonlinear and employ fully-connected network structures...