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    NN
    2010
    Springer
    80views Neural Networks» more  NN 2010»
    Split quaternion nonlinear adaptive filtering
    13 years 6 months ago
    Split quaternion nonlinear adaptive filtering
    Download  www.commsp.ee.ic.ac.uk
    Bukhari Che Ujang, Clive Cheong Took, Danilo P. Ma...
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    NN
    2010
    Springer
    187views Neural Networks» more  NN 2010»
    Efficient exploration through active learning for value function approximation in reinforcement learning
    13 years 6 months ago
    Efficient exploration through active learning for value function approximation in reinforcement learning
    Download  sugiyama-www.cs.titech.ac.jp
    Appropriately designing sampling policies is highly important for obtaining better control policies in reinforcement learning. In this paper, we first show that the least-squares ...
    Takayuki Akiyama, Hirotaka Hachiya, Masashi Sugiya...
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    NC
    2010
    142views Neural Networks» more  NC 2010»
    Computation in Sofic Quantum Dynamical Systems
    13 years 6 months ago
    Computation in Sofic Quantum Dynamical Systems
    Download  cse.ucdavis.edu
    We analyze how measured quantum dynamical systems store and process information, introducing sofic quantum dynamical systems. Using recently introduced information-theoretic measur...
    Karoline Wiesner, James P. Crutchfield
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    NC
    2010
    137views Neural Networks» more  NC 2010»
    On the regularity of circular splicing languages: a survey and new developments
    13 years 6 months ago
    On the regularity of circular splicing languages: a survey and new developments
    Download  www.i3s.unice.fr
    Circular splicing has been introduced to model a specific recombinant behaviour of circular DNA, continuing the investigation initiated with linear splicing. In this paper we focu...
    Paola Bonizzoni, Clelia de Felice, Gabriele Fici, ...
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    JMLR
    2010
    151views more  JMLR 2010»
    Understanding the difficulty of training deep feedforward neural networks
    13 years 6 months ago
    Understanding the difficulty of training deep feedforward neural networks
    Download  jmlr.csail.mit.edu
    Whereas before 2006 it appears that deep multilayer neural networks were not successfully trained, since then several algorithms have been shown to successfully train them, with e...
    Xavier Glorot, Yoshua Bengio
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    JDCTA
    2010
    126views more  JDCTA 2010»
    Continuous Neural Decoding Method Based on General Regression Neural Network
    13 years 6 months ago
    Continuous Neural Decoding Method Based on General Regression Neural Network
    Download  www.aicit.org
    Neural decoding is an important task for understanding how the biological nervous system performs computation and communication. This paper introduces a novel continuous neural de...
    Jianhua Dai, Xiaochun Liu, Shaomin Zhang, Huaijian...
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    JDCTA
    2010
    155views more  JDCTA 2010»
    Multi-factor predication of diesel engine by using artificial neural networks
    13 years 6 months ago
    Multi-factor predication of diesel engine by using artificial neural networks
    Download  www.aicit.org
    The paper presents an algorithm which combining a neural network observer, it give more flexible and accurate control on the engine operation. In recent year, several researchers ...
    Wenyong Xiao
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    OL
    2011
    277views Neural Networks» more  OL 2011»
    An exact algorithm for minimum CDS with shortest path constraint in wireless networks
    13 years 6 months ago
    An exact algorithm for minimum CDS with shortest path constraint in wireless networks
    Download  www.utdallas.edu
    In this paper, we study a minimum Connected Dominating Set problem (CDS) in wireless networks, which selects a minimum CDS with property that all intermediate nodes inside every pa...
    Ling Ding, Xiaofeng Gao, Weili Wu, Wonjun Lee, Xu ...
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    NN
    2011
    Springer
    348views Neural Networks» more  NN 2011»
    Tree-like hierarchical associative memory structures
    13 years 6 months ago
    Tree-like hierarchical associative memory structures
    Download  web.ist.utl.pt
    In this letter we explore an alternative structural representation for Steinbuch-type binary associative memories. These networks offer very generous storage capacities (both asy...
    João Sacramento, Andreas Wichert
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    OL
    2011
    242views Neural Networks» more  OL 2011»
    On connected domination in unit ball graphs
    13 years 6 months ago
    On connected domination in unit ball graphs
    Download  ise.tamu.edu
    Given a simple undirected graph, the minimum connected dominating set problem is to find a minimum cardinality subset of vertices D inducing a connected subgraph such that each ve...
    Sergiy Butenko, Sera Kahruman-Anderoglu, Oleksii U...
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