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Chapter and Conference Paper
Correction to: Neural Information Processing
In the originally published version of chapters 21 and 33 the name of the author **hua Sheng was incorrectly spelled as “**ghua Sheng.” It was corrected to “**hua Sheng.”
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Chapter and Conference Paper
Fault-Resistant Algorithms for Single Layer Neural Networks
Incremental extreme learning machine (IELM), convex incremental extreme learning machine (C-IELM) and other variants of extreme learning machine (ELM) algorithms provide low computational complexity techniques...
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Chapter and Conference Paper
A Robust LPNN Technique for Target Localization Under Hybrid TOA/AOA Measurements
This paper presents an approach based on the Lagrange programming neural network (LPNN) framework for target localization under the outlier situation. The problem is formulated as a minimization problem of the...
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Chapter and Conference Paper
MCP Based Noise Resistant Algorithm for Training RBF Networks and Selecting Centers
In the implementation of a neural network, some imperfect issues, such as precision error and thermal noise, always exist. They can be modeled as multiplicative noise. This paper studies the problem of trainin...
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Chapter and Conference Paper
A Distributed kWTA for Decentralized Auctions
A distributed k-Winner-Take-All (kWTA) is presented in this paper. Its state-space model is given by $$\begin{aligned} \frac{d}{dt}x_i(t) = ...