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NN
2010
Springer
4 years 11 months ago
Split quaternion nonlinear adaptive filtering
Bukhari Che Ujang, Clive Cheong Took, Danilo P. Ma...
NN
2010
Springer
160views Neural Networks» more  NN 2010»
4 years 11 months ago
Efficient exploration through active learning for value function approximation in reinforcement learning
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...
NC
2010
127views Neural Networks» more  NC 2010»
4 years 11 months ago
Computation in Sofic Quantum Dynamical Systems
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
NC
2010
116views Neural Networks» more  NC 2010»
4 years 11 months ago
On the regularity of circular splicing languages: a survey and new developments
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, ...
JMLR
2010
117views more  JMLR 2010»
4 years 11 months ago
Understanding the difficulty of training deep feedforward neural networks
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
JDCTA
2010
111views more  JDCTA 2010»
4 years 11 months ago
Continuous Neural Decoding Method Based on General Regression Neural Network
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...
JDCTA
2010
140views more  JDCTA 2010»
4 years 11 months ago
Multi-factor predication of diesel engine by using artificial neural networks
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
OL
2011
257views Neural Networks» more  OL 2011»
4 years 11 months ago
An exact algorithm for minimum CDS with shortest path constraint in wireless networks
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 ...
NN
2011
Springer
314views Neural Networks» more  NN 2011»
4 years 11 months ago
Tree-like hierarchical associative memory structures
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
OL
2011
212views Neural Networks» more  OL 2011»
4 years 11 months ago
On connected domination in unit ball graphs
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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