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  • An investigation of the Delta rule ...
    http://alex.boulderdash.org/NN.pdf

  • [cond-mat/0004047] Gradient descent learning in and out of equilibrium...
    http://arxiv.org/abs/cond-mat/0004047

  • Faster Gradient Descent Training of Hidden Markov ...
    http://biophysics.biol.uoa.gr/doc/PDF/bagos_40.pdf

  • Learning curves for stochastic gradient descent ...
    http://books.nips.cc/papers/files/nips16/NIPS2003_LT17.pdf

  • Signal processing for communications ...
    http://cas.et.tudelft.nl/education/et4147/sheets/adaptive.pdf

  • A Fast Stochastic Error-Descent Algorithm for Supervised Learning and Optimizati...
    http://citeseer.ist.psu.edu/cauwenberghs93fast.html

  • Quadratic Minimization and Gradient Descent...
    http://cnx.rice.edu/content/m11826/latest/

  • ...
    http://como.vub.ac.be/Teaching/adaptieve1/Single-layer%20Networks.ppt

  • Applying Online Gradient Descent Search to Genetic Programming ...
    http://crpit.com/confpapers/CRPITV32Smart.pdf

  • Evaluation of Gradient Descent Learning Algorithms with an Adaptive Local Rate T...
    http://csdl.computer.org/comp/proceedings/ijcnn/2000/0619/02/06192185abs.ht

  • A Multiplicative Gradient Descent Search Algorithm fo User Preference Retrieval ...
    http://csdl.computer.org/comp/proceedings/itcc/2003/1916/00/19160150abs.htm

  • ...
    http://cyber.felk.cvut.cz/gerstner/HUT2000/nn/nn1.ppt

  • A Gradient Descent Method for a Neural Fractal ...
    http://demo.cs.brandeis.edu/papers/wcci98.pdf

  • Training Feedforward Neural Networks Using Orthogonal Iteration of the Hessian E...
    http://doi.ieeecomputersociety.org/10.1109/IJCNN.2000.857893

  • Evaluation of Gradient Descent Learning Algorithms with an Adaptive Local Rate T...
    http://doi.ieeecomputersociety.org/10.1109/IJCNN.2000.857895

  • Resume...
    http://engnet.anu.edu.au/DEpeople/Kim.Blackmore/cv_june2002.htm

  • AN AD ...
    http://gps-tsc.upc.es/veu/research/pubs/download/Nog98c.pdf

  • ...
    http://graphics.ucsd.edu/courses/cse169_w05/CSE169_12.ppt

  • Learning trajectories by gradient descent ...
    http://hebb.mit.edu/courses/9.641/2000/lectures/lecture21.pdf

  • 311: Neural Networks...
    http://homepages.gold.ac.uk/nikolaev/311GradDesc.htm

  • 311: Neural Networks...
    http://homepages.gold.ac.uk/nikolaev/311sperc.htm

  • ...
    http://icl.pku.edu.cn/yujs/papers/word/chapter4.ppt

  • IEEE Xplore: Analysis of gradient descent learning algorithms for multilayer fee...
    http://ieeexplore.ieee.org/xpl/abs_free.jsp?arNumber=85630

  • Image Restoration...
    http://iul.cs.byu.edu/morse/550-F95/node20.html

  • Artificial Neural Networks...
    http://jmvidal.cse.sc.edu/talks/ann/

  • Journal of the Optical Society of America A - Current Issue...
    http://josaa.osa.org/ViewMedia.cfm

  • Neural Networks: Gradient Descent...
    http://lankewicz.sewanee.edu/lankewicz/cs430/class8.html

  • To appear in Proc. IEEE Digital Signal Processing Workshop 1998, Bryce Canyon, U...
    http://lcavwww.epfl.ch/~goyal/Papers/dspw98.pdf

  • 1 ...
    http://lib.hut.fi/Diss/2004/isbn9512273594/article2.pdf

  • Re: [Neurostat-develop] first ideas......
    http://lists.gnu.org/archive/html/neurostat-develop/2001-12/msg00006.html

  • Adaptive Regularization ...
    http://logicnet.dk/reports/NeuNets/NNPoster.pdf

  • ...
    http://lush.sourceforge.net/lush-manual/fd3e925b.html

  • Steepest Descent -Gradient Search...
    http://math.fullerton.edu/mathews/n2003/gradientsearch/GradientSearchBib/Li

  • Steepest Descent -Gradient Search...
    http://math.fullerton.edu/mathews/n2003/gradientsearch/GradientSearchBib/Li

  • Conjugate Gradient Method -- from MathWorld...
    http://mathworld.wolfram.com/ConjugateGradientMethod.html

  • A FULLY ADAPTIVE NORMALIZED NONLINEAR GRADIENT DESCENT ALGORITHM ...
    http://mti.xidian.edu.cn/multimedia/2001/supp/icassp2001/MAIN/papers/pap122

  • ...
    http://nlp.korea.ac.kr/new/seminar/2003summer/master-ml/ch4.ppt

  • Neural Nets Using ...
    http://pages.cpsc.ucalgary.ca/~jacob/Courses/Winter2000/CPSC533/Slides/05.2

  • CMSC 39600: Online Algorithms ...
    http://people.cs.uchicago.edu/~kalai/online2004/lect1008.pdf

  • Online convex optimization in the bandit setting: ...
    http://people.cs.uchicago.edu/~kalai/papers/bandit/onlineconvex.pdf

  • Online learning via congregational gradient descent...
    http://portal.acm.org/citation.cfm?id=225330&jmp=indexterms&dl=GUIDE&dl=ACM

  • Reinforcement Learning ...
    http://reports-archive.adm.cs.cmu.edu/anon/1999/CMU-CS-99-132.pdf

  • COMPUTER SCIENCE TECHNICAL REPORT ABSTRACTS...
    http://reports-archive.adm.cs.cmu.edu/anon/1999/abstracts/99-132.html

  • Journal of Mathematical Systems Estimation and Control c Birkhauser Boston ...
    http://scholar.lib.vt.edu/ejournals/JMSEC/v6n2/85167.pdf

  • Iulian Ciocoiu...
    http://scs.etc.tuiasi.ro/iciocoiu/courses_info.html

  • SfS - Volatility Estimation with Functional Gradient Descent for Very High-Dimen...
    http://stat.ethz.ch/research/research_reports/2001/99

  • 67 ...
    http://systems.rug.ac.be/~lmoreau/publications/MoBaLe-lhmnlc03.pdf

  • Information and Computation -- 1997...
    http://theory.lcs.mit.edu/~iandc/ic97.html

  • Technical Report IDSIA-09-99 ...
    http://users.rsise.anu.edu.au/~nici/pubs/smd.pdf

  • Journal of Machine Learning Research 1 (2001) N -N + 45 Submitted 8/00; Publishe...
    http://users.rsise.anu.edu.au/~williams/papers/P102.pdf

  • MIRROR DESCENT IMPLEMENTATION IN EMISSION TOMOGRAPHY...
    http://visl.technion.ac.il/projects/2002w26/

  • UAI maillist archive: [UAI] Two new papers in the Journal of M...
    http://web.engr.oregonstate.edu/~dambrosi/uai-archive-00-01/0793.html

  • 8.2 Gradient-Descent Methods...
    http://www-anw.cs.umass.edu/~rich/book/8/node3.html

  • IOE 511/AERO 577/MATH 562, Fall 2001 9 ...
    http://www-personal.engin.umich.edu/~mepelman/teaching/IOE511/section3.pdf

  • THE PERIODIC STEP GRADIENT DESCENT ALGORITHM - ...
    http://www-sccm.stanford.edu/~elad/Conferences/05_Periodic_SD_Superres_ICIP

  • 3D Non-Rigid Registration by Gradient Descent on a Gaussian-Windowed Similarity ...
    http://www-sop.inria.fr/epidaure/personnel/Pascal.Cachier/mmbia00/mmbia00.h

  • gradient descent: Information From Answers.com...
    http://www.answers.com/topic/gradient-descent

  • A Stochastic Gradient Descent Algorithm for ...
    http://www.bgu.ac.il/~ratsaby/Publications/PDF/alt2003.pdf

  • The Levenberg-Marquardt Algorithm ...
    http://www.cc.gatech.edu/people/home/ananth/lmtut.pdf

  • 3D Object Perception Using Gradient Descent ...
    http://www.ccs.neu.edu/home/pwang/paper/3Dbairdwang03d.pdf

  • ...
    http://www.cedar.buffalo.edu/~govind/CS661/Lec7.ppt

  • 2003s-23 ...
    http://www.cirano.qc.ca/pdf/publication/2003s-23.pdf

  • Gradient Descent Approaches to Neural Net Based ...
    http://www.cmap.polytechnique.fr/~munos/papers/ijcnn99.pdf

  • 5. Estimation of the gradient - the LMS algorithm...
    http://www.cnel.ufl.edu/nsbook/chapter15_Estimation_of_the_gradient__th.htm

  • Gradient Descent & Backpropogation...
    http://www.cpsc.ucalgary.ca/~sueng/533/GradientDescent.html

  • The Generalized Delta Rule and Practical Considerations ...
    http://www.cs.bham.ac.uk/~jxb/NN/l6.pdf

  • test...
    http://www.cs.cornell.edu/boom/2000sp/2000%20projects/Bird%20Song/birdsong1

  • RT-58...
    http://www.cs.rmit.edu.au/reports/theses/58.html

  • The Backpropogation Algorithm. There is another form, known as batch update in w...
    http://www.cs.stir.ac.uk/~lss/31Y7/lect8.ps

  • CS Colloquium --- 2003...
    http://www.cs.tau.ac.il/~lotan/Abstract-2-11-03.html

  • Exponentiated and Gradient Descent for Text Classification...
    http://www.cs.tufts.edu/~jkroll/gradient.html

  • 8.2 Gradient-Descent Methods...
    http://www.cs.ualberta.ca/~sutton/book/8/node3.html

  • Appeared in Proceedings of the Tenth National Conf on Arti cial Intelligence pp ...
    http://www.cs.ualberta.ca/~sutton/papers/sutton-92a.pdf

  • A Stochastic Gradient Descent Algorithm for ...
    http://www.cs.ucl.ac.uk/staff/J.Ratsaby/Publications/PDF/alt2003.pdf

  • An E cient PCA type Learning Based on Scaled Conjugate ...
    http://www.cse.cuhk.edu.hk/~king/PUB/iconip952.pdf

  • OnLineLearn...
    http://www.cse.ogi.edu/~tleen/Research/OnLineLearn.html

  • Information and Computation IC2612 ...
    http://www.cse.ucsc.edu/~manfred/pubs/J36.pdf

  • Comparison Algorithm for Descent Speeds ...
    http://www.csm.ornl.gov/Internships/rams_04/posters04/c_randall_pa.pdf

  • DBMS - DBMS Data Mining Solutions Supplement...
    http://www.dbmsmag.com/9807m061.html

  • Chapter 2 ...
    http://www.dcs.bbk.ac.uk/~gmagoulas/c-7.pdf

  • ESANN'2001 proceedings - European Symposium on Artificial Neural Networks ...
    http://www.dice.ucl.ac.be/Proceedings/esann/esannpdf/es2001-460.pdf

  • ESANN'2002 proceedings - European Symposium on Artificial Neural Networks ...
    http://www.dice.ucl.ac.be/Proceedings/esann/esannpdf/es2002-48.pdf

  • Learning algorithms...
    http://www.disi.unige.it/person/ValentiniG/NEURObjects/doc/Learningalgorith

  • Improving Long-Term Online Prediction with ...
    http://www.dlsi.ua.es/~japerez/pub/pdf/icann2002b.pdf

  • An LMS Algorithm for Training Single Layer ...
    http://www.ece.msstate.edu/~jwbruce/pubs/IJCNN98.pdf

  • Analysis of stochastic gradient ...
    http://www.ee.oulu.fi/~juntti/tskjk/montillet.pdf

  • 6. Summary and Conclusions 6.1 SUMMARY OF THE THESIS ...
    http://www.ee.qub.ac.uk/dsp/csp/Thesis/Power/phillip_power_phd_chapter6.pdf

  • Submission for the ...
    http://www.ee.surrey.ac.uk/CCSR/Research/Prizes/2004/Papers/Quddus-reac04.p

  • OptimiseDescentC - Gradient descent optimisation algorithm....
    http://www.ee.surrey.ac.uk/Research/VSSP/RAVL/share/doc/RAVL/Auto/Basic/Cla

  • Fast Pattern Recognition Using Gradient-Descent Search in an Image Pyramid ...
    http://www.eecg.toronto.edu/~maclean/Research/Papers/ICPR2000_1354_maclean.

  • IEEE TRANSACTIONS ON NEURAL NETWORKS, VOL. 10, NO. 3, MAY 1999 657 ...
    http://www.egr.uh.edu/ece/faculty/karayiannis/Karayiannis_tnn_10(3)_99.pdf

  • Relaxed Gradient Descent and a New Gradient ...
    http://www.ici.ro/camo/neculai/newgrad.pdf

  • A New Gradient Descent Method for Unconstrained ...
    http://www.ici.ro/camo/neculai/newstep.pdf

  • A GENTLE HESSIAN FOR EFFICIENT GRADIENT DESCENT ...
    http://www.idiap.ch/~bengio/cv/publications/pdf/collobert_2004_icassp.pdf

  • The Local Linear Adaptive Wavelet Neural Network ...
    http://www.iee.or.jp/honbu/back_number/journal/index_back_number/2002/2002_

  • Computational Intelligence A ...
    http://www.igi.tugraz.at/lehre/SeminarA/WS02/Folien_Teufl.pdf

  • The Xfuzzy 3.0 development environment...
    http://www.imse.cnm.es/Xfuzzy/Xfuzzy_3.0/tools/xfsl.html

  • ...
    http://www.informatics.sussex.ac.uk/users/jianfeng/nn5-02.ppt

  • ...
    http://www.informatics.sussex.ac.uk/users/tf29/FurtherAI/FAI%2005%20-%20Wee

  • DBLP: Shun-ichi Amari...
    http://www.informatik.uni-trier.de/~ley/db/indices/a-tree/a/Amari:Shun=ichi

  • Learning: From Synapses to Systems ...
    http://www.ini.unizh.ch/~fin/SeungLecture/ex/ps2.pdf

  • IJCNN Proceedings - International Joint Conference on Neural Networks, Anchorage...
    http://www.ini.unizh.ch/~rich/papers/Hahnloser98c.pdf

  • RR-3706 : Fast Non Rigid Matching by Gradient Descent: Study and Improvements of...
    http://www.inria.fr/rrrt/rr-3706.html

  • CIS526: Machine Learning ...
    http://www.ist.temple.edu/~vucetic/cis526fall2003/lecture3.pdf

  • Journal of Machine Learning Research 1 (2001) 311­355 Submitted 8/00; Published ...
    http://www.jmlr.org/papers/volume1/mahony01a/mahony01a.pdf

  • Journal of Machine Learning Research 3 (2003) 1333-1356 Submitted 5/02; Publishe...
    http://www.jmlr.org/papers/volume3/perkins03a/perkins03a.pdf

  • Multi-layer Networks...
    http://www.kovan.ceng.metu.edu.tr/~erol/publications/html/Sah94MS/l2-node5.

  • Formatting Instructions for NIPS -8-...
    http://www.leemon.com/papers/nips98/

  • Boosting Algorithms as Gradient Descent ...
    http://www.lsmason.com/papers/NIPS00-DOOMII.pdf

  • Gradient Descent algorithm...
    http://www.macalester.edu/~fox/cs88/graddesc.html

  • SfS - Volatility Estimation with Functional Gradient Descent for Very High-Dimen...
    http://www.math.ethz.ch/research/groups/sfs/research/research_reports/2001/

  • ...
    http://www.math.tau.ac.il/~mansour/ml-course-02/ml8.ppt

  • Training :: Backpropagation (Neural Network Toolbox)...
    http://www.mathworks.com/access/helpdesk/help/toolbox/nnet/backpr55.html

  • Common Questions About Response Optimization :: Troubleshooting (Simulink Respon...
    http://www.mathworks.com/access/helpdesk/help/toolbox/sloptim/trouble2.html

  • CS-TR-04-4: Genetic Programming with Gradient Descent Search for Multiclass Obje...
    http://www.mcs.vuw.ac.nz/comp/Publications/CS-TR-04-4.abs.html

  • Introduction to advanced parameter Gradient descent algorithm ...
    http://www.mil.ufl.edu/~nechyba/eel5840/course_materials/neural_networks/sl

  • Michael Sülzer...
    http://www.mip.informatik.uni-kiel.de/~olduser/MichaelSuelzer/

  • Neural Networks...
    http://www.ncst.ernet.in/kbcs/vivek/issues/13.4/neela/node3.html

  • NeuroCOLT: Neural Networks and Computational Learning Theory...
    http://www.neurocolt.com/abs/1995/abs95028.html

  • Abstract...
    http://www.nip-lr.info/V04N03/abstract-V04N03P1-33-37.htm

  • Tutorial on Bayesian Networks with Netica...
    http://www.norsys.com/tutorials/netica/secD/tut_D1.htm

  • ...
    http://www.onrglobal.navy.mil/reports/nicop/2003/Judd-nicopreport.doc

  • Paper avaliable Re: Gradient Descent and Boosting...
    http://www.ph.tn.tudelft.nl/PRInfo/reports/msg00382.html

  • Approximating and Simulating the Stochastic Growth Model: ...
    http://www.pitt.edu/~jduffy/docs/duffymcnelis.pdf

  • Robotics Institute: Gradient Descent for General Reinforcement Learning...
    http://www.ri.cmu.edu/pubs/pub_2947.html

  • To appear in Proc. IEEE Digital Signal Processing Workshop 1998, Bryce Canyon, U...
    http://www.rle.mit.edu/stir/documents/BlockTransformAdaptation.pdf

  • gradient descent on an error...
    http://www.shef.ac.uk/psychology/gurney/notes/l3/subsection3_3_2.html

  • Quadratic programming for learning sparse codes ...
    http://www.st-andrews.ac.uk/~dme2/spedi1.pdf

  • A Stochastic Gradient Descent Algorithm ......
    http://www.tcs.uni-luebeck.de/pages/thomas/ALT03/ABS/r.html

  • Turbulence Prediction for Adaptive Optics ...
    http://www.techfak.uni-bielefeld.de/~mcguire/aozif.pdf

  • Theory of Combinatorial Algorithms / Mini Symposium on Theoretical Computer Scie...
    http://www.ti.inf.ethz.ch/ew/workshops/minisymp.html

  • Re: learning algorithm for tuning fuzzy rules based on the gradient desc...
    http://www.usenet.com/newsgroups/comp.ai.fuzzy/msg00140.html

  • ...
    http://www.utdallas.edu/~golden/ANNCOURSESTUFF/lecture_notes/lec9.notes

  • Linear Neural Networks...
    http://www.willamette.edu/~gorr/classes/cs449/linear2.html

  • ...
    http://www2.cs.science.cmu.ac.th/person/sanpawat/rmo.ppt

  • 74.436 Machine Learning Introduction ...
    http://www4.cs.umanitoba.ca/~jacky/Teaching/Courses/74.436/current/Lectures

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