Variable weight neural networks and their applications on material surface and epilepsy seizure phase classifications

QR Code

Variable weight neural networks and their applications on material surface and epilepsy seizure phase classifications

This paper presents a novel neural network having variable weights, which is able to improve its learning and generalization capabilities, to deal with classification problems. The variable weight neural network (VWNN) allows its weights to be changed in operation according to the characteristic of...

Full description

Bibliographic Details
Main Authors:	Lam, H.K., Ekong, U., Xiao, B., Ouyang, G., Liu, H., Chan, Kit Yan, Ling, S.
Format:	Journal Article
Published:	Elsevier BV 2015
Subjects:	Bayesian decision Neural networks Variable-weight neural networks Material recognition KNN Epilepsy signals
Online Access:	http://hdl.handle.net/20.500.11937/38754

Similar Items

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

Classification of herbs plant diseases via hierachical dynamic artificial neural network after image removal using kernel regression framework
by: Abdullah, Lili Nurliyana, et al.
Published: (2011)

Dynamic bayesian networks in Classification-and-Ranking Architecture of Response Generation
by: Mustapha, Aida, et al.
Published: (2011)

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

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

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

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

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

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)

Micro Neural-Controller for Optical Character Recognition
by: Lim, Ker-chin, et al.
Published: (2006)

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

Modelling of large-scale brain network dynamics
by: Forrester, Michael J.
Published: (2021)

Comparing computational models of vision to human behaviour
by: Colvin, Thomas
Published: (2018)

Multi-Aras Rangkaian Neural untuk Pengecaman Warna
by: Yaakob, Razali
Published: (1999)

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

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

Automatic Gestational Age Estimation Tool using Baby Feet Photographs
by: Singhal, Gautam
Published: (2016)

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)

Clustering in hybrid environment / Imran Edzereiq Kamarudin
by: Kamarudin, Imran Edzereiq
Published: (2006)

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)

Doing the single person study in human computer interaction (HCI) / Fariza Hanis Abdul Razak and Alan Dix
by: Abdul Razak, Fariza Hanis, et al.
Published: (2010)

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)

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)

Lambda-Max neuro-fuzzy system / Nurul Adzlyana Mohd. Saadon
by: Mohd. Saadon, Nurul Adzlyana
Published: (2013)

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

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)

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

Preprocessing And Pretraining Of Multilayer Feed Forward Neural Network
by: Asadi, Roya
Published: (2009)

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

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

Dispersion of PM₁₀ from industrial and road transportation network emissions in the Klang Valley, Malaysia
by: Jamalani, Mohd Asrul
Published: (2019)

Classification of epilepsy seizure phase using interval type-2 fuzzy support vector machines
by: Ekong, U., et al.
Published: (2016)

Automating strong galaxy-scale gravitational lens modelling with neural networks
by: Pearson, Christopher James
Published: (2022)

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

Signatures of associative memory behavior in open quantum systems
by: Fiorelli, Eliana
Published: (2020)

The effect of varying kilovoltage (kVp) and tube current (mAs) on the image quality and dose of CTA head phantom / Sity Noor Ayseah Dzulkafli
by: Dzulkafli, Sity Noor Ayseah
Published: (2015)

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

Snake species identification using image processing technique / Nur Farhani Azmi
by: Azmi, Nur Farhani
Published: (2020)

Cannot write session to /tmp/vufind_sessions/sess_p167ggt6augarv8gjk21oeuce7