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JMLR
2010
106views more  JMLR 2010»
15 years 1 months ago
Why Does Unsupervised Pre-training Help Deep Learning?
Much recent research has been devoted to learning algorithms for deep architectures such as Deep Belief Networks and stacks of auto-encoder variants, with impressive results obtai...
Dumitru Erhan, Yoshua Bengio, Aaron C. Courville, ...
JSAC
2010
120views more  JSAC 2010»
15 years 1 months ago
Simple movement control algorithm for bi-connectivity in robotic sensor networks
Robotic sensor networks are more powerful than sensor networks because the sensors can be moved by the robots to adjust their sensing coverage. In robotic sensor networks, an impor...
Hai Liu, Xiaowen Chu, Yiu-Wing Leung, Rui Du
TCOM
2010
98views more  TCOM 2010»
15 years 1 months ago
Convolutionally Coded Transmission over Markov-Gaussian Channels: Analysis and Decoding Metrics
It has been widely acknowledged that the aggregate interference at the receiver for various practical communication channels can often deviate markedly from the classical additive ...
Jeebak Mitra, Lutz H.-J. Lampe
IPL
2011
96views more  IPL 2011»
15 years 1 months ago
Restricted compositions and permutations: From old to new Gray codes
Any Gray code for a set of combinatorial objects defines a total order relation on this set: x is less than y if and only if y occurs after x in the Gray code list. Let ≺ denot...
Vincent Vajnovszki, Rémi Vernay
INFOCOM
2011
IEEE
14 years 10 months ago
Distinguishing locations across perimeters using wireless link measurements
—Perimeter distinction in a wireless network is the ability to distinguish locations belonging to different perimeters. It is complementary to existing localization techniques. A...
Junxing Zhang, Sneha Kumar Kasera, Neal Patwari, P...