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NIPS
2008
13 years 9 months ago
On Computational Power and the Order-Chaos Phase Transition in Reservoir Computing
Randomly connected recurrent neural circuits have proven to be very powerful models for online computations when a trained memoryless readout function is appended. Such Reservoir ...
Benjamin Schrauwen, Lars Buesing, Robert A. Legens...
AAAI
2011
12 years 8 months ago
Exploiting Phase Transition in Latent Networks for Clustering
In this paper, we model the pair-wise similarities of a set of documents as a weighted network with a single cutoff parameter. Such a network can be thought of an ensemble of unwe...
Vahed Qazvinian, Dragomir R. Radev
CORR
2010
Springer
130views Education» more  CORR 2010»
13 years 8 months ago
Phase Transitions for Greedy Sparse Approximation Algorithms
A major enterprise in compressed sensing and sparse approximation is the design and analysis of computationally tractable algorithms for recovering sparse, exact or approximate, s...
Jeffrey D. Blanchard, Coralia Cartis, Jared Tanner...
PVM
2009
Springer
14 years 3 months ago
Simulation of Primary Breakup for Diesel Spray with Phase Transition
Peng Zeng, Samuel Sarholz, Christian Iwainsky, Ber...
FOCS
2008
IEEE
14 years 2 months ago
Algorithmic Barriers from Phase Transitions
Dimitris Achlioptas, Amin Coja-Oghlan