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检索条件"主题词=Online learning algorithm"
47 条 记 录,以下是41-50 订阅
排序:
Design of a Lane Detection and Departure Warning System Using Functional-Link-Based Neuro-fuzzy Networks
Design of a Lane Detection and Departure Warning System Usin...
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2010 IEEE World Congress on Computational Intelligence
作者: Lin, Cheng-Jian Wang, Jyun-Guo Chen, Shyi-Ming Lee, Chi-Yung Natl Chin Yi Univ Technol Dept Comp Sci & Informat Engn Taichung Cty Taiwan Natl Taiwan Univ Dept Comp Sci & Informat Engn Taipei Taiwan Nan Kai Univ Technol Dept Comp Sci & Informat Engn Caotun 542 Nantou Taiwan
As the high growth of the number of vehicles, the traffic accidents are becoming more and more serious in recent years. In order to avoid the drivers being in danger, an intelligent vision-based system should focus on... 详细信息
来源: 评论
online REGULARIZED GENERALIZED GRADIENT CLASSIFICATION algorithmS
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Analysis in Theory and Applications 2010年 第3期26卷 278-300页
作者: Leilei Zhang Baohui Sheng Jianli Wang Ningbo University China Shaoxing University China
This paper considers online classification learning algorithms for regularized classification schemes with generalized gradient. A novel capacity independent approach is presented. It verifies the strong convergence o... 详细信息
来源: 评论
Convergence analysis of online algorithms
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ADVANCES IN COMPUTATIONAL MATHEMATICS 2007年 第3期27卷 273-291页
作者: Ying, Yiming City Univ Hong Kong Dept Math Kowloon Hong Kong Peoples R China
In this paper, we are interested in the analysis of regularized online algorithms associated with reproducing kernel Hilbert spaces. General conditions on the loss function and step sizes are given to ensure convergen... 详细信息
来源: 评论
An adaptive learning algorithm for a wavelet neural network
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EXPERT SYSTEMS 2005年 第5期22卷 235-240页
作者: Bodyanskiy, Y Lamonova, N Pliss, I Vynokurova, O Kharkiv Natl Univ Radio Elect Control Syst Res Lab UA-61166 Kharkov Ukraine
An optimal online learning algorithm of a wavelet neural network is proposed. The algorithm provides not only the tuning of synaptic weights in real time, but also the tuning of dilation and translation factors of dau... 详细信息
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Improving stability in blind source separation with stochastic median gradient
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ELECTRONICS LETTERS 2000年 第19期36卷 1662-1664页
作者: Murillo-Fuentes, JJ González-Serrano, FJ Univ Carlos III Madrid Area Teoria Senal & Comunicac Madrid 28911 Spain
A new on-line learning algorithm is derived for blind separation of mixed signals with symmetric distributions. The stability of the method is analysed and compared with the natural gradient method. It is proved that ... 详细信息
来源: 评论
Sliding mode algorithm for training multilayer artificial neural networks
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ELECTRONICS LETTERS 1998年 第1期34卷 97-98页
作者: Parma, GG Menezes, BR Braga, AP Dept Elect Engn BR-30161970 Belo Horizonte MG Brazil
On-line learning algorithms for artificial neural networks (ANNs) are expected to adapt network parameters in order to face new control situations. A new on-line learning algorithm, based on sliding mode control (SMC)... 详细信息
来源: 评论
Recurrent neural networks: A constructive algorithm, and its properties
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NEUROCOMPUTING 1997年 第3-4期15卷 309-326页
作者: Tsoi, AC Tan, SH NATL UNIV SINGAPORE DEPT ELECT ENGN SINGAPORE 117548 SINGAPORE
In this paper, a constructive algorithm for a general recurrent neural network is proposed based on radial basis functions. It is shown that this algorithm is globally convergent. In addition, we will present two exam... 详细信息
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