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ICML
2008
IEEE
15 years 11 months ago
On the quantitative analysis of deep belief networks
Deep Belief Networks (DBN's) are generative models that contain many layers of hidden variables. Efficient greedy algorithms for learning and approximate inference have allow...
Ruslan Salakhutdinov, Iain Murray
EWSN
2010
Springer
15 years 7 months ago
F-LQE: A Fuzzy Link Quality Estimator for Wireless Sensor Networks
Abstract. Radio Link Quality Estimation (LQE) is a fundamental building block for Wireless Sensor Networks, namely for a reliable deployment, resource management and routing. Exist...
Nouha Baccour, Anis Koubaa, Habib Youssef, Maissa ...
GLOBECOM
2008
IEEE
15 years 4 months ago
Interference Forwarding in Multiuser Networks
—We study communication in networks with multiple source-destination pairs and relays. In such networks, the channel output at any destination receiver consists of both the desir...
Ron Dabora, Ivana Maric, Andrea J. Goldsmith
CISS
2007
IEEE
15 years 4 months ago
Routing Strategies in Broadband Multihop Cooperative Networks
— Two fundamental properties of wireless networks, the variable link quality and the broadcast nature of the transmission, have often been ignored in the design of routing protoc...
Bo Gui, Lin Dai, Leonard J. Cimini Jr.
INFOCOM
2007
IEEE
15 years 4 months ago
Connectivity and Capacity of Multi-Channel Wireless Networks with Channel Switching Constraints
— This paper argues for the need to address the issue of multi-channel network performance under constraints on channel switching. We present examples from emergent directions in...
Vartika Bhandari, Nitin H. Vaidya