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TNN
1998
99views more  TNN 1998»
13 years 7 months ago
Comments on local minima free conditions in multilayer perceptrons
—In this letter we point out that multilayer neural networks (MLP’s) with either sigmoidal units or radial basis functions can be given a canonical form with positive interunit...
Marco Gori, Ah Chung Tsoi
CIC
2006
104views Communications» more  CIC 2006»
13 years 9 months ago
Closed-Loop Congestion Control Protocol Design for Elastic Traffic
In the present paper, we outline few characteristics that every viable congestion control protocol for elastic traffic should satisfy. We provide and outline ways by which these c...
Omar Ait-Hellal
UAI
1996
13 years 9 months ago
Topological parameters for time-space tradeoff
In this paper we propose a family of algorithms combining treeclustering with conditioning that trade space for time. Such algorithms are useful for reasoning in probabilistic and...
Rina Dechter
COLING
2008
13 years 9 months ago
Sentence Compression Beyond Word Deletion
In this paper we generalise the sentence compression task. Rather than simply shorten a sentence by deleting words or constituents, as in previous work, we rewrite it using additi...
Trevor Cohn, Mirella Lapata
DM
2006
72views more  DM 2006»
13 years 7 months ago
Patterson-Wiedemann construction revisited
In 1983, Patterson and Wiedemann constructed Boolean functions on n = 15 input variables having nonlinearity strictly greater than 2n-1 -2 n-1 2 . Construction of Boolean function...
Sugata Gangopadhyay, Pradipkumar H. Keskar, Subham...