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129
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IWANN
1997
Springer
15 years 9 months ago
Gray-Level Object Segmentation with a Network of FitzHugh-Nagumo Oscillators
Abstract. In this paper we adopt a temporal coding approach to neuronal modeling of the visual cortex, using oscillations. We propose a hierarchy of three processing modules corres...
Abderrahim Labbi, Ruggero Milanese, Holger Bosch
142
Voted
EURONGI
2006
Springer
15 years 8 months ago
Randomized Self-stabilizing Algorithms for Wireless Sensor Networks
Wireless sensor networks (WSNs) pose challenges not present in classical distributed systems: resource limitations, high failure rates, and ad hoc deployment. The lossy nature of w...
Volker Turau, Christoph Weyer
156
Voted
IJSN
2006
140views more  IJSN 2006»
15 years 5 months ago
Load-balanced key establishment methodologies in wireless sensor networks
: Wireless Sensor Networks (WSN) pose a need for dynamically establishing a secret key joint to a group of nodes. Elliptic Curve Cryptography (ECC) has emerged as a suitable public...
Ortal Arazi, Hairong Qi
NECO
2008
170views more  NECO 2008»
15 years 5 months ago
Representational Power of Restricted Boltzmann Machines and Deep Belief Networks
Deep Belief Networks (DBN) are generative neural network models with many layers of hidden explanatory factors, recently introduced by Hinton et al., along with a greedy layer-wis...
Nicolas Le Roux, Yoshua Bengio
148
Voted
JAIR
2007
151views more  JAIR 2007»
15 years 5 months ago
Topic and Role Discovery in Social Networks with Experiments on Enron and Academic Email
Previous work in social network analysis (SNA) has modeled the existence of links from one entity to another, but not the attributes such as language content or topics on those li...
Andrew McCallum, Xuerui Wang, Andrés Corrad...