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TNN
2008
138views more  TNN 2008»
13 years 7 months ago
A Fast and Scalable Recurrent Neural Network Based on Stochastic Meta Descent
This brief presents an efficient and scalable online learning algorithm for recurrent neural networks (RNNs). The approach is based on the real-time recurrent learning (RTRL) algor...
Zhenzhen Liu, Itamar Elhanany
SPAA
2010
ACM
14 years 18 days ago
Fast distributed approximation algorithms for vertex cover and set cover in anonymous networks
We present a distributed algorithm that finds a maximal edge packing in O(∆ + log∗ W) synchronous communication rounds in a weighted graph, independent of the number of nodes...
Matti Åstrand, Jukka Suomela
IPPS
1999
IEEE
14 years 2 days ago
Segment Directory Enhancing the Limited Directory Cache Coherence Schemes
We present a new arrangement of directory bits called the segment directory to improve directory storage efficiency: a segment directory can point to several sharing processors wi...
Jong Hyuk Choi, Kyu Ho Park
ICPP
2009
IEEE
13 years 5 months ago
Thread Merging Schemes for Multithreaded Clustered VLIW Processors
Several multithreading techniques have been proposed to reduce the resource underutilization in Very Long Instruction Word (VLIW) processors. Simultaneous MultiThreading (SMT) is ...
Manoj Gupta, Fermín Sánchez, Josep L...
CGO
2003
IEEE
14 years 1 months ago
Phi-Predication for Light-Weight If-Conversion
Predicated execution can eliminate hard to predict branches and help to enable instruction level parallelism. Many current predication variants exist where the result update is co...
Weihaw Chuang, Brad Calder, Jeanne Ferrante