Search Results - layer perceptron computer simulation

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  1. 1
    Forward modeling of seabed logging with controlled source electromagnetic method using multilayer perceptron

    Forward modeling of seabed logging with controlled source electromagnetic method using multilayer perceptron by Arif, Agus, Asirvadam, Vijanth S., Karsiti, M. N.

    Published 2010
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  2. 2
    A multi-layer perceptron for scheduling cellular manufacturing systems in the presence of unreliable machines and uncertain cost

    A multi-layer perceptron for scheduling cellular manufacturing systems in the presence of unreliable machines and uncertain cost by Delgoshaei, Aidin, Gomes, Chandima

    Published 2016
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  3. 3
    A Lightweight Perceptron-Based Intrusion Detection System for Fog Computing

    A Lightweight Perceptron-Based Intrusion Detection System for Fog Computing by Khater, Belal Sudqi, Wahab, Ainuddin Wahid Abdul, Idris, Mohd Yamani Idna, Hussain, Mohammed Abdulla, Ibrahim, Ashraf Ahmed

    Published 2019
    “…The simulation shows that by using a single hidden layer and a small number of nodes, we are able to achieve a 94% Accuracy, 95% Recall, and 92% F1-Measure in ADFA-LD and 74% Accuracy, 74% Recall, and 74% F1-Measure in ADFA-WD. …”
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  4. 4
    Evaluation of optimal MLP structure for heart disease diagnosis / Salbiah Ab Hamid

    Evaluation of optimal MLP structure for heart disease diagnosis / Salbiah Ab Hamid by Ab Hamid, Salbiah

    Published 2010
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  5. 5
    Activation functions performance in multilayer perceptron for time series forecasting

    Activation functions performance in multilayer perceptron for time series forecasting by Nur Haizum, Abd Rahman, Yin, Chin Hui, Hani Syahida, Zulkafli

    Published 2024
    “…This study aims to evaluate the performance of three activation functions, Sigmoid, Hyperbolic Tangent (Tanh), and Rectified Linear Unit (ReLU) in the hidden layer of Multilayer Perceptron (MLP) for time series forecasting. …”
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  6. 6
    Speaker authentication system using soft computing approaches

    Speaker authentication system using soft computing approaches by Abdul Rahman, Abdul Wahab, See Ng, Goek, Dickiyanto, Romy

    Published 2005
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  7. 7
    Identification algorithms of flexible structure using neural networks

    Identification algorithms of flexible structure using neural networks by Ismail, Razali, Ismail, A.Y, Mat Darus, I.Z.

    Published 2009
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  8. 8
    Permodelan Rangkaian Neural Buatan Untuk Penilaian Kendiri Teknologi Maklumat Guru Pelatih

    Permodelan Rangkaian Neural Buatan Untuk Penilaian Kendiri Teknologi Maklumat Guru Pelatih by Hashim, Asman

    Published 2001
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  9. 9
    A lightweight host-based intrusion detection system using N-gram and perceptron model for internet of things / Belal Sudqi Abed Saleh Khater

    A lightweight host-based intrusion detection system using N-gram and perceptron model for internet of things / Belal Sudqi Abed Saleh Khater by Belal Sudqi Abed , Saleh Khater

    Published 2021
    “…The HIDS utilizes fog computing paradigm to address the inherent challenges of the cloud such as latency, lack of mobility support and location-awareness. …”
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  10. 10
    Detection of arcing fault in underground distribution cable using artificial neural network

    Detection of arcing fault in underground distribution cable using artificial neural network by Chan, Wei Kian

    Published 2004
    “…Arcing faults data are collected through simulations and experiments. The simulations involve the modelling of a simple underground distribution system and two TNB underground distribution systems using Power System Computer Aided Design 1 Electromagnetic Transient for Direct Current (PSCADIEMTDC) program. …”
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  11. 11
    A functional link neural network with modified cuckoo search for prediction tasks

    A functional link neural network with modified cuckoo search for prediction tasks by Abu Bakar, Siti Zulaikha

    Published 2017
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  12. 12
    Nano-satellite attitude control system based on adaptive neuro-controller

    Nano-satellite attitude control system based on adaptive neuro-controller by Sharun, S.M., Mashor, M.Y., W. N., Hadani, M.N., Norhayati, Yaacob, S.

    Published 2011
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  13. 13
    Pattern recognition using neural network : user defined imaged classifier based neural network using selected feature

    Pattern recognition using neural network : user defined imaged classifier based neural network using selected feature by Shirley, anak George.

    Published 2005
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  14. 14
    The effect of data preprocessing on the performance of artificial neural networks techniques for classification problems

    The effect of data preprocessing on the performance of artificial neural networks techniques for classification problems by Atomi, Walid Hasen

    Published 2012
    “…The performance of Multi-layer Perceptron (MLP) trained with back-propagation artificial neural network (BP-ANN) method is highly influenced by the size of the data-sets and the data-preprocessing techniques used. …”
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  15. 15
    Snort-based smart and swift intrusion detection system

    Snort-based smart and swift intrusion detection system by Olanrewaju, Rashidah Funke, Khan, Burhan Ul Islam, Najeeb, Athaur Rahman, Ku zahir, Ku Nor Afiza, Hussain, Sabahat

    Published 2018
    “…Then, only these relevant features are trained with the help of multi-layer perceptron supervised neural network. The simulation is performed using MATLAB. …”
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  16. 16
    The effect of pre-processing techniques and optimal parameters on BPNN for data classification

    The effect of pre-processing techniques and optimal parameters on BPNN for data classification by HUSSEIN, AMEER SALEH

    Published 2015
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  17. 17
    Adaptive neuro-controller design based on MLP network

    Adaptive neuro-controller design based on MLP network by Norhayati, Mohd Noor, A. S., Hashim, Mohd Yusoff, Mashor, Prof. Dr., Siti Maryam, Sharun, Azian Azamimi, Abdullah

    Published 2012
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  18. 18
    The Jordan Pi-Sigma neural network for temperature prediction

    The Jordan Pi-Sigma neural network for temperature prediction by Husaini, Noor Aida

    Published 2012
    “…However, the ordinary NN adopts computationally intensive training algorithms and can easily get trapped into local minima. …”
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  19. 19
    Implementation of PID based controller tuned by Evolutionary Algorithm for Double Link Flexible Robotic Manipulator

    Implementation of PID based controller tuned by Evolutionary Algorithm for Double Link Flexible Robotic Manipulator by Annisa, Jamali, Intan Zaurah, Mat Darus, Shahrol, Mohamaddan, Mohammad Osman, Tokhi

    Published 2018
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    Proceeding
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  20. 20
    Algorithms for moderating effect of emotional value from a cross-media data fusion perspective: a case study of Chinese dating reality shows

    Algorithms for moderating effect of emotional value from a cross-media data fusion perspective: a case study of Chinese dating reality shows by Zhang, Shasha, Dong, Qiming, Yasin, Megat Al Imran, Fang, Ng Chwee

    Published 2026
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