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ICANN
2010
Springer
15 years 1 months ago
Accelerating Large-Scale Convolutional Neural Networks with Parallel Graphics Multiprocessors
Training convolutional neural networks (CNNs) on large sets of high-resolution images is too computationally intense to be performed on commodity CPUs. Such architectures however ...
Dominik Scherer, Hannes Schulz, Sven Behnke
100
Voted
SIGCOMM
2010
ACM
15 years 28 days ago
The little engine(s) that could: scaling online social networks
The difficulty of scaling Online Social Networks (OSNs) has introduced new system design challenges that has often caused costly re-architecting for services like Twitter and Face...
Josep M. Pujol, Vijay Erramilli, Georgos Siganos, ...
112
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TRIDENTCOM
2010
IEEE
14 years 10 months ago
Multi-hop Wireless Network Emulation on StarBED
Abstract. In this paper, we present an architecture to emulate multihop wireless networks on StarBED, a wired-network testbed at Hokuriku Research Center of NICT, Japan. The archit...
Lan Tien Nguyen, Razvan Beuran, Yoichi Shinoda
TNN
2010
139views Management» more  TNN 2010»
14 years 7 months ago
Identification of finite state automata with a class of recurrent neural networks
A class of recurrent neural networks is proposed and proven to be capable of identifying any discrete-time dynamical system. The application of the proposed network is addressed in...
Sung Hwan Won, Iickho Song, Sun-Young Lee, Cheol H...
66
Voted
BELL
2010
122views more  BELL 2010»
15 years 26 days ago
100 Gb/s DQPSK field trial: Live video transmission over an operating LambdaXtreme® network
Gregory Raybon, Peter J. Winzer, Haoyu Song, Andre...