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Front MatterAbstract - Hi-Res PDF (189 KB) - PDF w/links (184 KB)
Chapter 1. IntroductionSamir B. Unadkat, Mãlina M. Ciocoiu, Larry R. MedskerAbstract - Hi-Res PDF (95 KB) - PDF w/links (99 KB)
Chapter 2. Recurrent Neural Networks for OptimizationYoushen Xia, Jun WangAbstract - Hi-Res PDF (355 KB) - PDF w/links (364 KB)
Chapter 3. Efficient Second-Order Learning Algorithms for Discrete-Time Recurrent Neural NetworksEurípedes P. dos Santos, Fernando J. Von ZubenAbstract - Hi-Res PDF (198 KB) - PDF w/links (207 KB)
Chapter 4. Designing High Order Recurrent Networks for Bayesian Belief RevisionAshraf M. AbdelbarAbstract - Hi-Res PDF (197 KB) - PDF w/links (175 KB)
Chapter 5. Equivalence in Knowledge RepresentationC. Lee Giles, Christian W. Omlin, K. K. ThornberAbstract - Hi-Res PDF (564 KB) - PDF w/links (571 KB)
Chapter 6. Learning Long-Term Dependencies in NARX Recurrent Neural NetworksTsungnan Lin, Bill G. Horne, Peter Tino, C. Lee GilesAbstract - Hi-Res PDF (138 KB) - PDF w/links (145 KB)
Chapter 7. Oscillation Responses in a Chaotic Recurrent NetworkJudy Dayhoff, Peter J. Palmadesso, Fred RichardsAbstract - Hi-Res PDF (382 KB) - PDF w/links (389 KB)
Chapter 8. Oscillation Responses in a Chaotic Recurrent NetworkStefan C. KremerAbstract - Hi-Res PDF (133 KB) - PDF w/links (140 KB)
Chapter 9. Lessons From Language LearningIvelin StoianovAbstract - Hi-Res PDF (353 KB) - PDF w/links (370 KB)
Chapter 10. Recurrent Autoassociative NetworksDavid G. Hagner, Mohamad H. Hassoun, Paul B. WattaAbstract - Hi-Res PDF (218 KB) - PDF w/links (222 KB)
Chapter 11. Training Algorithms for Recurrent Neural Nets that Eliminate the Need for Computation of Error Gradients with Application to Trajectory Production ProblemMalur K. Sundareshan, Yee Chin Wong, Thomas CondarcureAbstract - Hi-Res PDF (1595 KB) - PDF w/links (790 KB)
Chapter 12. Training Recurrent Neural Networks for Filtering and ControlMartin T. Hagan, Orlando De Jesús, Roger SchultzAbstract - Hi-Res PDF (211 KB) - PDF w/links (212 KB)
Chapter 13. Remembering How To BehaveT. ZiemkeAbstract - Hi-Res PDF (679 KB) - PDF w/links (688 KB)
