Preprocessing And Pretraining Of Multilayer Feed Forward Neural Network

QR Code

Preprocessing And Pretraining Of Multilayer Feed Forward Neural Network

The main problem for Supervised Multi-layer Neural Network (SMNN) model lies in finding the suitable weights during training in order to improve training time as well as achieve higher accuracy. The important issue in the training process of the existing SMNN model is initialization of the weight...

Full description

Bibliographic Details
Main Author:	Asadi, Roya
Format:	Thesis
Language:	English English
Published:	2009
Subjects:	Neural networks (Computer science)
Online Access:	http://psasir.upm.edu.my/id/eprint/11929/ http://psasir.upm.edu.my/id/eprint/11929/1/FSKTM_2009_10_A.pdf

Similar Items

Speaker Identification Using Wavelet Packet Transform and Feed Forward Neural Network
by: Almashrgy, Mohamed Ali
Published: (2005)

An investigation of the design and use of feed-forward artificial neural networks in the classification of remotely sensed images
by: Kavzoĝlu, Taşkin
Published: (2001)

Classification of Typed Characters Using Backpropagation Neural Network
by: Alamelu, Subbiah
Published: (2001)

Modularity in artificial neural networks
by: Amer, Mohammed Elsayed Mohammed
Published: (2021)

Speaker Independent Speech Recognition Using Neural Network
by: Tan, Chin Luh
Published: (2004)

Modeling regional peak load forecasting using dynamic narx neural network with temperature
by: Basaruddin, Faridah
Published: (2014)

Rough Neural Networks Architecture For Improving Generalization In Pattern Recognition
by: Ali Adlan, Hanan Hassan
Published: (2004)

Artificial neural network modelling for IQ classification based on EEG signals / Aisyah Hartini Jahidin
by: Jahidin, Aisyah Hartini
Published: (2015)

The prediction of diesel engine NOx emissions using artificial neural network / Mohd. Mahadzir Mohammud and Khairil Faizi Mustafa
by: Mohammud, Mohd. Mahadzir, et al.
Published: (2003)

A dynamic neural network based model predicting outlet temperature of heat exchanger / Zalizawati Abdullah and Nor Hazelah Kasmuri
by: Abdullah, Zalizawati, et al.
Published: (2012)

Application of artificial neural network for automatic contingency analysis in power security assessment / Ismail Musirin and Titik Khawa Abdul Rahman
by: Musirin, Ismail, et al.
Published: (2006)

Development of an artificial neural network topology for generating the motion of robotic manipulator
by: Ang, Chun Kit
Published: (2014)

Application of simulated neural networks as Non-Linear Modular Modeling Method for predicting shelf life of processed cheese / Sumit Goyal and Gyanendra Kumar Goyal
by: Goyal, Sumit, et al.
Published: (2012)

Multilayer perceptrons neural network based web spam detection application
by: Goh, K.L., et al.
Published: (2013)

The optimal performance of multi-layer neural network for speaker-independent isolated spoken Malay parliamentary speech / Noraini Seman Zainab Abu Bakar ...[et al.]
by: Seman, Noraini, et al.
Published: (2010)

Forecasting of palm oil export in Malaysia using : artificial neural network / Nur Ashyda Lukman
by: Lukman, Nur Ashyda
Published: (2019)

Weight Median Filter Using Neural Network for Reducing Impulse Noise
by: Hasoon, Feras N.
Published: (2004)

Deep neural networks for spam classification
by: Kasmani, Mohamed Khizer
Published: (2013)

Neural Network Based Pattern Recognition in Visual Inspection System for Intergrated Circuit Mark Inspection
by: Sevamalai, Venantius Kumar
Published: (1998)

Automated plant recognition system based on multi-objective parallel genetic algorithm and neural network
by: Sefidgar, Seyed Mohammad Hossein
Published: (2014)

A Hybrid Rough Sets K-Means Vector Quantization Model For Neural Networks Based Arabic Speech Recognition
by: Babiker, Elsadig Ahmed Mohamed
Published: (2002)

Estimation of Examinees' Ability Through Computer Adaptive Testing Based on Neural Network Approach
by: Kazemi, Azam
Published: (2010)

Benchmarking routing algorithms in NoC-based MPSoCs using guaranteed convergence arithmetic optimization with artificial neural networks and fuzzy MCDM
by: R Muhsin, Al-Molla Yousif
Published: (2024)

Rangkaian Neural Untuk Sistem Dapatan Semula Perkataan Daripada Pangkalan Data
by: Udzir, Nur Izura
Published: (1998)

Offline handwritten character recognition using backpropagation neural network / Masnizah Mohadi
by: Mohadi, Masnizah
Published: (2005)

Face expression recognition using artificial neural network (ANN) / Mazuraini Ghani
by: Ghani, Mazuraini
Published: (2005)

Recognition of isolated elements picture using backpropagation neural network / Melati Sabtu
by: Sabtu, Melati
Published: (2005)

New Complexity Weights for Function Point Analysis Using Artificial Neural Networks
by: Mohammed Abdullah, Hasan Al-Hagri
Published: (2004)

Modelling of biogas production process with evolutionary artificial neural network and genetic algorithm
by: Fakharudin, Abdul Sahli
Published: (2017)

Damage identification for multi-rotor drone using convolutional neural network technique
by: Ma, Yumeng
Published: (2023)

Learning Algorithm effect on Multilayer Feed Forward Artificial Neural Network performance in image coding
by: Mahmoud, Omer, et al.
Published: (2007)

An Improvement on Extended Kalman Filter for Neural Network Training
by: Tsan, Ken Yim
Published: (2005)

The development of face recognition based on lip using neural network / Halizawati Mohd Nor
by: Mohd Nor, Halizawati
Published: (2006)

Intelligent selection system for teachers’ replacement using feed forward neuralnetwork / Che Nor Syairah Che Rozaid
by: Che Rozaid, Che Nor Syairah
Published: (2011)

Hand Gesture Recognition Using Artificial Neural Networks
by: Mustafa, Mohd Amrallah
Published: (2007)

Character recognition of Malaysian license tender plate number using neural network / Izzwan Ishak
by: Ishak, Izzwan
Published: (2007)

Prediction for cardiovascular disease by using artificial neural network system / Nik Anis Nik Ab Rahman
by: Nik Ab Rahman, Nik Anis
Published: (2012)

A study of neural-network-based classifiers for material classification
by: Lam, H., et al.
Published: (2014)

An intelligent optical fibre pH sensor based on sol-gel advanced material and artificial neural network / Mohd Nasir Taib, Faiz Bukhari Mohd Suah and Musa Ahmad
by: Taib, Mohd Nasir, et al.
Published: (2005)

An efficient anomaly intrusion detection method with evolutionary neural network
by: Sarvari, Samira
Published: (2020)