Search Results - "improved back propagation algorithm"

Application of improved back propagation algorithm in color difference detection of fabric by Li, Peng-Fei, Wang, Jing, Jing, Jun-Feng

“…Color is an indispensable indicator of product quality evaluation. To detect the color difference of fabrics, the Levenberg–Marquardt optimized back…”
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Optimal parameters selection of back propagation algorithm in the feedforward neural network by Wang, Lihua, Ye, Wenjing, Zhu, Yanjuan, Yang, Fan, Zhou, Yueting

“…•An improved BP algorithm which can seek optimal weights and thresholds is proposed.•The iteration process of the improved BP algorithm can be accelerated.•The…”
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Multilayer Perceptron Based Equalizer with an Improved Back Propagation Algorithm for Nonlinear Channels by Zerdoumi, Zohra, Chikouche, Djamel, Benatia, Djamel

“…Neural network based equalizers can easily compensate channel impairments; such additive noise and inter symbol interference (ISI). The authors present a new…”
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An Improved Back-Propagation Algorithm for Fuzzy Modeling by Miao, Zhi Nong, Zheng, Hui Jun

“…Fuzzy modeling is discussed in many literatures and there are numerous algorithms are proposed. Back-propagation algorithm is an efficient algorithm for fuzzy…”
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Distribution Network Optimization Model of Industrial Park with Distributed Energy Resources under the Carbon Neutral Targets by Yu, Xiaobao, Yang, Kang

“… To predict and analyze the load growth of the industrial park, an improved back-propagation algorithm is employed…”
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An improved back propagation algorithm topredict episodes of poor air quality by Nunnari, G.

“…This paper deals with the problem of modelling air pollution time series recorded at a given point by using a multi-layer perceptron based approach. In…”
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Improved back-propagation algorithm for neural network training by Varkonyi-Koczy, A. R., Tusor, B.

“…Recently, Artificial Neural Networks (ANNs) have become popular because they can learn complex mappings from the input/output data and are relatively easy to…”
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Boundedness of estimator with an improved back propagation algorithm by Ikeda, K., Shin, S.

“…This paper proposes a novel learning algorithm with a variable learning gain and a /spl sigma/-modification term for a multilayered neural network. The…”
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Improved back-propagation algorithm for neural networks by Liang Manjun, Shi Zhu

“…An improved back-propagation (BP) algorithm for neural networks is proposed. This algorithm gives a faster learning speed as compared with the usual BP…”
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Double Inverted Pendulum Control Based on Three-loop PID and Improved BP Neural Network by Yingjun Sang, Yuanyuan Fan, Bin Liu

“…To deal with the defects of BP neural networks used in balance control of inverted pendulum, such as longer train time and converging in partial minimum, this…”
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Design of intelligent fault diagnosis system based on naval vessel's cooling system of diesel engine by Zhou Xianglong, Gao Feng, Zhao Jingbo

“…Aimed at the defect of low veracity and inefficient tradition fault diagnosis, an intelligent fault diagnosis system of a naval vessel's cooling system for…”
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Differential convolutional neural network by Sarıgül, M., Ozyildirim, B.M., Avci, M.

“…Convolutional neural networks with strong representation ability of deep structures have ever increasing popularity in many research areas. The main difference…”
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Research on Improved Quantitative Identification Algorithm in Odor Source Searching Based on Gas Sensor Array by Zhao, Yanru, Wang, Dongsheng, Huang, Xiaojie

“… The quantitative identification algorithms were researched, and the improved Back Propagation algorithm was proposed combining cuckoo algorithm and simulated annealing algorithm…”
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A multilayer perceptron-based medical decision support system for heart disease diagnosis by Yan, Hongmei, Jiang, Yingtao, Zheng, Jun, Peng, Chenglin, Li, Qinghui

“…The medical diagnosis by nature is a complex and fuzzy cognitive process, and soft computing methods, such as neural networks, have shown great potential to be…”
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Hybrid convolutional neural network based segmentation of visceral and subcutaneous adipose tissue from abdominal magnetic resonance images by Devi, B. Sudha, Misbha, D. S.

“…Globally, obesity is on the rise. According to the world health organization over 300 million people in the world are obese. India is the third most obese…”
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Neural Network and Fuzzy-logic-based Self-tuning PID Control for Quadcopter Path Tracking by EL HAMIDI, Khadija, MJAHED, Mostafa, El KARI, Abdeljalil, AYAD, Hassan

“…). Adaptive neural networks are deployed to schedule PID/PD gains, the improved back-propagation algorithm is used to update the weights of the neural network…”
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Prediction of Arc Voltage of Electric Arc Furnace Based on Improved Back Propagation Neural Network by Vinayaka, K. U., Puttaswamy, P. S.

“…The Production of the quality steel is achieved by melting iron and steel scraps by utilizing electric power in an electric arc furnace, it acts as one of the…”
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Improved back propagation algorithms - a systems control and identification approach by Tao, K.M., Jurik, M.

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Natural Gas Load Forecasting Based on Improved Back Propagation Neural Network by Jiang, Yu Lian

“… an improved Back propagation algorithm with additional momentum item based on the sum of relative error square…”
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Power quality event detection and recognition using wavelet analysis and intelligent neural network by Jia Ruijuan, Xu Chunxia

“…A novel method to detect short duration disturbance of distribution power system combing complex wavelet network with the improved back-propagation algorithm is presented…”
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