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» A Study on Initialization for BP Networks
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GIS
2002
ACM
13 years 8 months ago
Calibration of stochastic cellular automata: the application to rural-urban land conversions
Despite the recognition of cellular automata (CA) as a exible and powerful tool for urban growth simulation, the calibration of CA had been largely heuristic until recent eVorts to...
Fulong Wu
PERCOM
2003
ACM
14 years 8 months ago
MACA-P: A MAC for Concurrent Transmissions in Multi-Hop Wireless Networks
: This paper presents the initial design and performance study of MACA-P, a RTS/CTS based MAC protocol that enables simultaneous transmissions in multihop ad-hoc wireless networks....
Arup Acharya, Archan Misra, Sorav Bansal
ESANN
2003
13 years 10 months ago
Ensemble of hybrid networks with strong regularization
Abstract. We study various ensemble methods for hybrid neural networks. The hybrid networks are composed of radial and projection units and are trained using a deterministic algori...
Shimon Cohen, Nathan Intrator
IPSN
2007
Springer
14 years 2 months ago
Distributed consensus and linear functional calculation in networks: an observability perspective
We study the problem of performing sensor fusion and distributed consensus in networks, where the objective is to calculate some linear function of the initial sensor values at so...
Shreyas Sundaram, Christoforos N. Hadjicostis
SOFSEM
2004
Springer
14 years 1 months ago
Approaches Based on Markovian Architectural Bias in Recurrent Neural Networks
Recent studies show that state-space dynamics of randomly initialized recurrent neural network (RNN) has interesting and potentially useful properties even without training. More p...
Matej Makula, Michal Cernanský, Lubica Benu...