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» Convergence of the Wake-Sleep Algorithm
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IJCNN
2006
IEEE
15 years 10 months ago
High-speed Bi-directional Function Approximation using Plausible Neural Networks
— This paper applies a recently developed neural network called plausible neural network (PNN) to function approximation. Instead of using error correction, PNN estimates the mut...
Kuo-Chen Li, Dar-Jen Chang, Yuan Yan Chen
103
Voted
ISCAS
2006
IEEE
106views Hardware» more  ISCAS 2006»
15 years 10 months ago
A novel approach to L2-sensitivity minimization of digital filters subject to L2-scaling constraints
Abstract— This paper proposes a novel approach to L2sensitivity minimization problem of state-space digital filters subject to L2-scaling constraints. The proposed approach redu...
Shunsuke Yamaki, Masahide Abe, Masayuki Kawamata
ROBIO
2006
IEEE
110views Robotics» more  ROBIO 2006»
15 years 10 months ago
Sensor Based Localization for Mobile Robots by Exploration and Selection of Best Direction
Abstract— We present a strategy for resolving multiple hypotheses of a robot’s state during global localization. The strategy operates in two stages. In the first stage a uniq...
Rakesh Goyal, K. Madhava Krishna, Shivudu Bhuvanag...
VTC
2006
IEEE
110views Communications» more  VTC 2006»
15 years 10 months ago
Recurrent Neural Network Based Narrowband Channel Prediction
Abstract—In this contribution, the application of fully connected recurrent neural networks (FCRNNs) is investigated in the context of narrowband channel prediction. Three differ...
Wei Liu, Lie-Liang Yang, Lajos Hanzo
VTC
2006
IEEE
103views Communications» more  VTC 2006»
15 years 10 months ago
Codeword Length Optimization for CPPUWB Systems
— The optimal codeword length that generates the maximum output signal to interference ratio (SIR) for the channel-phase-precoded ultra-wideband (CPPUWB) system proposed in [1] i...
Yu-Hao Chang, Shang-Ho Tsai, Xiaoli Yu, C. C. Jay ...