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204
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NN
2000
Springer
123views Neural Networks» more  NN 2000»
15 years 6 months ago
Local minima and plateaus in hierarchical structures of multilayer perceptrons
Local minima and plateaus pose a serious problem in learning of neural networks. We investigate the hierarchical geometric structure of the parameter space of three-layer perceptr...
Kenji Fukumizu, Shun-ichi Amari
187
Voted
WIOPT
2010
IEEE
15 years 5 months ago
Evolutionary forwarding games in Delay Tolerant Networks
—In this paper, we apply evolutionary games to non-cooperative forwarding control of Delay Tolerant Networks (DTN). We focus our study on the probability to deliver a message fro...
Rachid El Azouzi, Francesco De Pellegrini, Vijay K...
DAC
2011
ACM
14 years 6 months ago
Synchronous sequential computation with molecular reactions
Just as electronic systems implement computation in terms of voltage (energy per unit charge), molecular systems compute in terms of chemical concentrations (molecules per unit vo...
Hua Jiang, Marc D. Riedel, Keshab K. Parhi
DAC
2006
ACM
16 years 8 months ago
Synthesis of synchronous elastic architectures
A simple protocol for latency-insensitive design is presented. The main features of the protocol are the efficient implementation of elastic communication channels and the automat...
Jordi Cortadella, Michael Kishinevsky, Bill Grundm...
151
Voted
TEI
2009
ACM
95views Hardware» more  TEI 2009»
16 years 1 months ago
Shoebox: mixing storage and display of digital images in the home
This paper describes the rationale and design process for Shoebox, a “digital box” that combines the storage and display of digital images in the home in one unit. By combinin...
Richard Banks, Abigail Sellen