Improving neural networks through modularization

Improving neural networks through modularization

This thesis explores and investigates various possibilities to modularize neural net-works to improve its performance and enhance its capability for pattern classifica-tion and function approximation. We have developed a novel Class-Modularized Neural Network, which utilizes one subnetwork for each...

Saved in:

書目詳細資料
主要作者:	Ong, Thian Hock.
其他作者:	Chen, Yan Qiu
格式:	Theses and Dissertations
出版:	2008
主題:	DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems
在線閱讀:	http://hdl.handle.net/10356/5011
標簽:	添加標簽沒有標簽, 成為第一個標記此記錄!
機構:	Nanyang Technological University

相似書籍

Neural networks for ATM traffic control
由: Ng, Hock Soon.
出版: (2008)

Efficient learning through biological neural network-Hebbian learning
由: Zhou, Yanpeng
出版: (2022)

Size estimation through neural network for a common class of web-based systems
由: Wang, Di
出版: (2008)

Efficient learning in neural networks
由: Yin, Tong.
出版: (2009)

Neural networks in complex field
由: Li, Mingbin
出版: (2011)

Design and implementation of operating system for modular microgrid
由: Zhang, Longqi
出版: (2017)

Optimal neural network for data mining
由: Tan, Teck Sun.
出版: (2008)

Iterative learning control with neural network
由: Li, Jin Yu.
出版: (2008)

On extracting knowledge from neural networks
由: Tan, Kian Huat.
出版: (2008)

Array processing using neural network
由: Suan, Hwee Feng.
出版: (2009)

Beam forming using neural network
由: Chua, Kee Siong.
出版: (2010)

Modular deep learning algorithms for object classifications
由: Sun, Yansong
出版: (2023)

Neural network and parallel processing for medical imaging
由: Toe Myint.
出版: (2008)

FPGA-based reconfigurable architecture for neural network
由: Sim, Ui Tek.
出版: (2008)

Neural network modelling of a dynamic process
由: Wu, Youcheng.
出版: (2008)

Stock trading and prediction using neural networks
由: Liu, Mi.
出版: (2012)

Stock trading using fuzzy neural networks
由: Xiao, Xiao
出版: (2011)

Neural network based receivers for communication systems
由: Sowmya Sundararajan.
出版: (2009)

Stock trading and prediction using neural network
由: Cheng, Pang Boon.
出版: (2011)

Wavelet neural network for stock trading and prediction
由: Huang, Le
出版: (2014)

Speech enhancement using artificial neural networks
由: Sim, Yan Shan.
出版: (2012)

Parallel implementation of backpropagation neural networks : a study of network-based parallelism
由: Arularasan Ramasamy.
出版: (2009)

Neural network implementation of power system protection schemes
由: Chan, David Tat Wai.
出版: (2008)

Time series prediction using wavelet and neural networks
由: Teo, Kok Keong.
出版: (2008)

Multi-layer neural networks for handwritten digit recognition
由: Kyaw, Zin Min.
出版: (2008)

Fault detection and identification scheme using neural network
由: Than Soe.
出版: (2008)

Dynamic fuzzy neural networks : principles, algorithms and applications
由: Wu, Shi Qian.
出版: (2008)

Effects of training noise in back-propagation neural networks
由: Mak, Hon Wai.
出版: (2008)

Chaotic neural networks for solving combinatorial optimization problems
由: Tian, Fuyu.
出版: (2008)

Performance evaluation of radial basis function neural networks
由: Arun Kumar.
出版: (2008)

Predicting and timing of bank failure using neural networks
由: Wong, Melvin Wai Leet
出版: (2011)

A study of recurrent neural networks for grammatical inference
由: Tan, Poy Boon.
出版: (2009)

App for predicting stock price fluctuations with neural network
由: Andrew Tatang
出版: (2023)

Robust training algorithm of neural network for pattern recognition and control
由: Song, Qing., et al.
出版: (2008)

Adaptive tuning and control of process plants using neural networks
由: Devanathan, Rajagopalan
出版: (2008)

Blind equalization using neural networks and higher order statistics
由: Li, Rui.
出版: (2008)

Convergence properties of 2-state neural networks with associate memory
由: Lim, Tee Hong.
出版: (2009)

Linearisation of process models : an analysis and applications using neural networks
由: Fazlur Rahman M. H. R.
出版: (2010)

Exploring low complexity embedded architectures for deep neural networks
由: Chatterjee, Soham
出版: (2021)

Design and development of financial derivatives market prediction with neural networks
由: Lee, Zhong Sheng
出版: (2020)