Spelling suggestions: "subject:"aeural etworks (eomputer)"" "subject:"aeural etworks (aomputer)""
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Size invariant shape recognition in a modulated competition neural network /Wu, Lai Si. Unknown Date (has links)
This thesis addresses the problem of size invariant shape recognition based on scale transformation within modulated competition neural layer. In this thesis I will present the advantages of applying neural networks in pattern recognition and study how the traditional automatic target recognition fails to recognise known patterns due to size change, cluttered backgrounds and distortion. Within the thesis we will also discuss possible ways to overcome size variance and how the combining of Selective Attention Adaptive Resonance Theory makes the system capable of recognising images with size changes, distortion and in complex backgrounds. The model is constructed based on neurophysiology experiments in vision systems. The Neural Circuit Simulation studies undertaken demonstrate the effectiveness of the proposed model in recognising 2D objects in many non-ideal visual conditions. Despite size differences from the stored memory image, difficult visual environments, including severe distortion, the simulation results indicate the model can recognise the shape stored in memory from the simulated shapes. / From the research presented in this thesis, it is concluded that the use of attentional mechanisms can enhance artificial vision systems to cope with difficult visual conditions. It is shown that feed-forward-feedback interactions with synaptic modulation are a versatile and powerful mechanism for performing many useful functions such as gain control, filtering and selective processing in neural network based vision systems. / Thesis (MEng(ComputerSystemsEng))--University of South Australia, 2004.
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Neurocontrol of robotic manipulators /Gupta, Pramod. January 1997 (has links)
Thesis (Ph.D.) -- McMaster University, 1998. / Includes bibliographical references (leaves 129-144). Also available via World Wide Web.
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An analysis of connectivity /Al Karim, Tayeb. January 2007 (has links)
Thesis (M.S.)--Rochester Institute of Technology, 2007. / Typescript. Includes bibliographical references (p. 49-52).
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Neural network model of memory reinforcement for text-based intelligent tutoring system /Wang, Feng. January 1997 (has links)
Thesis (Ph.D) -- McMaster University, 1997. / Includes bibliographical references (leaves 113-124). Also available via World Wide Web.
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Neural network based exchange-correlation functionalLi, Xiaobo, January 2007 (has links)
Thesis (M. Phil.08)--University of Hong Kong, 2008. / Also available in print.
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An end-to-end process for cancer identification from images of lung tissueMcKee, Daniel Wayne. January 2006 (has links)
Thesis (Ph. D.)--State University of New York at Binghamton, Department of Computer Science, 2006. / Includes bibliographical references (leaves 199-204).
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Estimation of ocean water chlorophyll-a concentration using fuzzy c-means clustering and artificial neural networks /Turner, Kevin Michael. January 2007 (has links) (PDF)
Thesis (M.S.) in Electrical Engineering--University of Maine, 2007. / Includes vita. Includes bibliographical references (leaves 45-46).
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Recognition of sign language using neural networks /Vamplew, Peter Wray. January 1996 (has links)
Thesis (Ph.D.)--University of Tasmania, 1996.
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Cost-based shop control using artificial neural networks /Wiegmann, Lars, January 1992 (has links)
Thesis (Ph. D.)--Virginia Polytechnic Institute and State University, 1992. / Vita. Abstract. Includes bibliographical references (leaves 139-144). Also available via the Internet.
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On leveraging the dynamical properties of nonlinear spiking neurons /McKennoch, Samuel A. January 2007 (has links)
Thesis (Ph. D.)--University of Washington, 2007. / Vita. Includes bibliographical references (p. 123-129).
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