[转帖]Artificial Neural Networks Technology

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<P><FONT size=3><FONT face="Times New Roman">Artificial Neural Networks Technology
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<P><a href="http://www.dacs.dtic.mil/techs/dacs_reports/postscript/neural_nets.ps" target="_blank" >Postscript Version</A>[2.8MB] - <a href="http://www.dacs.dtic.mil/techs/dacs_reports/text/neural_nets.txt" target="_blank" >Text Version</A>][193k]
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<P><a href="http://www.dacs.dtic.mil/techs/neural/neural.title.html" target="_blank" >Title Page</A> <a href="http://www.dacs.dtic.mil/techs/neural/tables.html" target="_blank" >List of Tables and Figures</A>
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<LI><a href="http://www.dacs.dtic.mil/techs/neural/neural1.html" target="_blank" >1.0 Introduction and Purpose </A>
<LI><a href="http://www.dacs.dtic.mil/techs/neural/neural2.html" target="_blank" >2.0 What are Artificial Neural Networks?</A>
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<LI><a href="http://www.dacs.dtic.mil/techs/neural/neural2.html#RTFToC4" target="_blank" >2.1 Analogy to the Brain</A>
<LI><a href="http://www.dacs.dtic.mil/techs/neural/neural2.html#RTFToC5" target="_blank" >2.2 Artificial Neurons and How They Work</A>
<LI><a href="http://www.dacs.dtic.mil/techs/neural/neural2.html#RTFToC6" target="_blank" >2.3 Electronic Implementation of Artificial Neurons</A>
<LI><a href="http://www.dacs.dtic.mil/techs/neural/neural2.html#RTFToC7" target="_blank" >2.4 Artificial Network Operations</A>
<LI><a href="http://www.dacs.dtic.mil/techs/neural/neural3.html" target="_blank" >2.5 Training an Artificial Neural Network</A>
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<LI><a href="http://www.dacs.dtic.mil/techs/neural/neural3.html#RTFToC9" target="_blank" >2.5.1 Supervised Training.</A>
<LI><a href="http://www.dacs.dtic.mil/techs/neural/neural3.html#RTFToC10" target="_blank" >2.5.2 Unsupervised, or Adaptive Training.</A> </LI></UL>
<LI><a href="http://www.dacs.dtic.mil/techs/neural/neural3.html#RTFToC11" target="_blank" >2.6 How Neural Networks Differ from Traditional Computing and Expert Systems</A> </LI></UL>
<LI><a href="http://www.dacs.dtic.mil/techs/neural/neural4.html" target="_blank" >3.0 History of Neural Networks</A>
<LI><a href="http://www.dacs.dtic.mil/techs/neural/neural5.html" target="_blank" >4.0 Detailed Description of Neural Network Components and How They Work</A>
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<LI><a href="http://www.dacs.dtic.mil/techs/neural/neural5.html#RTFToC14" target="_blank" >4.1 Major Components of an Artificial Neuron</A>
<LI><a href="http://www.dacs.dtic.mil/techs/neural/neural5.html#RTFToC15" target="_blank" >4.2 Teaching an Artificial Neural Network</A>
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<LI><a href="http://www.dacs.dtic.mil/techs/neural/neural5.html#RTFToC16" target="_blank" >4.2.1 Supervised Learning.</A>
<LI><a href="http://www.dacs.dtic.mil/techs/neural/neural5.html#RTFToC17" target="_blank" >4.2.2 Unsupervised Learning.</A>
<LI><a href="http://www.dacs.dtic.mil/techs/neural/neural5.html#RTFToC18" target="_blank" >4.2.3 Learning Rates.</A>
<LI><a href="http://www.dacs.dtic.mil/techs/neural/neural5.html#RTFToC19" target="_blank" >4.2.4 Learning Laws.</A> </LI></UL></LI></UL>
<LI><a href="http://www.dacs.dtic.mil/techs/neural/neural6.html" target="_blank" >5.0 Network Selection</A>
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<LI><a href="http://www.dacs.dtic.mil/techs/neural/neural6.html#RTFToC21" target="_blank" >5.1 Networks for Prediction</A>
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<LI><a href="http://www.dacs.dtic.mil/techs/neural/neural6.html#RTFToC22" target="_blank" >5.1.1 Feedforward, Back-Propagation. </A>
<LI><a href="http://www.dacs.dtic.mil/techs/neural/neural6.html#RTFToC23" target="_blank" >5.1.2 Delta Bar Delta.</A>
<LI><a href="http://www.dacs.dtic.mil/techs/neural/neural6.html#RTFToC24" target="_blank" >5.1.3 Extended Delta Bar Delta.</A>
<LI><a href="http://www.dacs.dtic.mil/techs/neural/neural6.html#RTFToC25" target="_blank" >5.1.4 Directed Random Search.</A>
<LI><a href="http://www.dacs.dtic.mil/techs/neural/neural6.html#RTFToC26" target="_blank" >5.1.5 Higher-order Neural Network or Functional-link Network.</A>
<LI><a href="http://www.dacs.dtic.mil/techs/neural/neural6.html#RTFToC27" target="_blank" >5.1.6 Self-Organizing Map into Back-Propagation.</A> </LI></UL>
<LI><a href="http://www.dacs.dtic.mil/techs/neural/neural7.html" target="_blank" >5.2 Networks for Classification</A>
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<LI><a href="http://www.dacs.dtic.mil/techs/neural/neural7.html#RTFToC29" target="_blank" >5.2.1 Learning Vector Quantization.</A>
<LI><a href="http://www.dacs.dtic.mil/techs/neural/neural7.html#RTFToC30" target="_blank" >5.2.2 Counter-propagation Network.</A>
<LI><a href="http://www.dacs.dtic.mil/techs/neural/neural7.html#RTFToC31" target="_blank" >5.2.3 Probabilistic Neural Network.</A> </LI></UL>
<LI><a href="http://www.dacs.dtic.mil/techs/neural/neural8.html" target="_blank" >5.3 Networks for Data Association</A>
<LI><a href="http://www.dacs.dtic.mil/techs/neural/neural9.html" target="_blank" >5.4 Networks for Data Conceptualization</A>
<LI><a href="http://www.dacs.dtic.mil/techs/neural/neural9.html#RTFToC34" target="_blank" >5.5 Networks for Data Filtering</A>
<LI><a href="http://www.dacs.dtic.mil/techs/neural/neural9.html#RTFToC35" target="_blank" >5.5.1 Recirculation. </A></LI></UL>
<LI><a href="http://www.dacs.dtic.mil/techs/neural/neural10.html" target="_blank" >6.0 How Artificial Neural Networks Are Being Used</A>
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<LI><a href="http://www.dacs.dtic.mil/techs/neural/neural10.html#RTFToC37" target="_blank" >6.1 Language Processing</A>
<LI><a href="http://www.dacs.dtic.mil/techs/neural/neural10.html#RTFToC38" target="_blank" >6.2 Character Recognition</A>
<LI><a href="http://www.dacs.dtic.mil/techs/neural/neural10.html#RTFToC39" target="_blank" >6.3 Image (data) Compression</A>
<LI><a href="http://www.dacs.dtic.mil/techs/neural/neural10.html#RTFToC40" target="_blank" >6.4 Pattern Recognition</A>
<LI><a href="http://www.dacs.dtic.mil/techs/neural/neural11.html" target="_blank" >6.5 Signal Processing</A>
<LI><a href="http://www.dacs.dtic.mil/techs/neural/neural11.html#RTFToC42" target="_blank" >6.6 Financial </A>
<LI><a href="http://www.dacs.dtic.mil/techs/neural/neural11.html#RTFToC43" target="_blank" >6.7 Servo Control</A>
<LI><a href="http://www.dacs.dtic.mil/techs/neural/neural11.html#RTFToC44" target="_blank" >6.8 How to Determine if an Application is a Neural Network Candidate</A> </LI></UL>
<LI><a href="http://www.dacs.dtic.mil/techs/neural/neural12.html" target="_blank" >7.0 Emerging Technologies </A>
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<LI><a href="http://www.dacs.dtic.mil/techs/neural/neural12.html#RTFToC45" target="_blank" >7.1 What Currently Exists</A>
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<LI><a href="http://www.dacs.dtic.mil/techs/neural/neural12.html#RTFToC46" target="_blank" >7.1.1 Development Systems.</A>
<LI><a href="http://www.dacs.dtic.mil/techs/neural/neural12.html#RTFToC47" target="_blank" >7.1.2 Hardware Accelerators.</A>
<LI><a href="http://www.dacs.dtic.mil/techs/neural/neural12.html#RTFToC48" target="_blank" >7.1.3 Dedicated Neural Processors.</A>
<LI><a href="http://www.dacs.dtic.mil/techs/neural/neural12.html#RTFToC49" target="_blank" >7.2 What the Next Developments Will Be</A> </LI></UL></LI></UL>
<LI><a href="http://www.dacs.dtic.mil/techs/neural/neural13.html" target="_blank" >8.0 Summary</A>
<LI><a href="http://www.dacs.dtic.mil/techs/neural/references.html" target="_blank" >9.0 References</A> </LI></UL></FONT></FONT><FONT size=3><FONT color=#000000><FONT face="Times New Roman"></FONT></FONT></FONT></FONT>

[此贴子已经被作者于2005-9-28 0:30:00编辑过]