@inproceedings{Blayo92, author = {Blayo, F. and Verleysen, M.}, title = {Setting initial conditions for the {RCE} model}, booktitle = {Proceedings of the 1st IFIP Working Group 10.6 Workshop, Grenoble (France), March 1992}, year = {1992}, pages = {31-35} } @inproceedings{Blayo93, author = {Blayo, F.}, title = {Self Organization and applications}, booktitle = {Second European Sciences Congress}, year = {1993}, month = {October}, address = {Prague}, note = { }, school = {Ecole Polytechnique F\'{e}d\'{e}rale de Lausanne} } @book{Blayo95, author = {Blayo, F. and Verleysen, M.}, title = {R\'{e}seaux de neurones artififiels}, year = {1995}, publisher = {{P}resse {U}niversitaires de {F}rance, {C}ollection {Q}ue sais-je}, } @inproceedings{Blayo95b, author = {Blayo, F. and Gu\'erin-Dugu\'e and Maria, N.}, title = {Implementing {R}adial {B}asis {F}unctions {N}eural {N}etworks on the systolic MANTRA {M}achine}, booktitle = {{IWANN95}-Proceedings of the International Workshop on Artificial Neural Networks}, year = {1995}, month = {June}, editor = {Mira, Cabestany, Prieto}, publisher = {Springer-Verlag Lecture Notes in Computer Sciences}, address = {Malaga, Spain}, note = {Submitted} } @book{Castillo92, author = {Castillo, F.}, title = {Digital {VLSI} architectures for neural networks}, year = {1992}, publisher = {Ph.D thesis, Universitat Politecnica de Catalunya, Departement d'Inginyeria Electronica,Barcelona, September} } @inproceedings{Castillo92b, author = {Castillo, F. and Cabestany, J. and Moreno, J.M.}, title = {The Dynamic Ring Architecture}, booktitle = {Proceedings of {ICANN}-92, Helsinky (Finland)}, year = {1992}, month = {September}, editor = {Aleksander I. and Taylor J.}, publisher = {North-Holland}, pages = {1439-1442}, volume = {2} } @inproceedings{Castillo92c, author = {Castillo, F. and Cabestany, J. and Moreno, J.M.}, title = {Hardware realizable associative memories, vector quantizers and classifiers based on competitive neural networks}, booktitle = {Proceedings of the 1st{IFIP} {W}orking {G}roup 10.6 {W}orkshop}, year = {1992}, month = {March}, address = {Grenoble, France}, pages = {57-61}, volume = {2} } @inproceedings{Castillo93, author = {Castillo, F.}, title = {Statistics and Neural Network classifiers: A review from Multilayered Perceptrons to incremental Neural Networks Incremental Algorithms}, booktitle = {Workshop on Neural Networks}, year = {1993}, month = {July}, publisher = {{ABI-BAND3}}, address = {{RWTH} Aachen}, pages = {104-129} } @inproceedings{Castillo93b, author = {Castillo, F. and Cabestany, J. and Moreno, J.M.}, title = {Region of influence ({ROI}) networks, model and implementation}, booktitle = {Proceedings of {IWANN}-93, New Trends in Neural Computation.}, year = {1993}, editor = {Mira, Cabestany, Prieto}, publisher = {Springer-Verlag Lecture Notes in Computer Sciences}, address = {Sitges, Spain}, volume = {2} } @inproceedings{Cheneval92, author = {Y. Cheneval and P. Demartines and L. Tettoni}, title = {Function approximation using an architecture based on {K}ohonen self-organizing maps}, booktitle = {Journ\'ees {N}eurosciences et {S}ciences de l'{I}ng\'enieur}, year = {1992}, month = {May}, address = {Ol\'eron} } @inproceedings{Cheneval95, author = {Y. Cheneval}, title = {Packlib, an interactive environment to develop modular software for data processing}, booktitle = {{IWANN95}-Proceedings of the International Workshop on Artificial Neural Networks}, year = {1995}, month = {June}, editor = {Mira, Cabestany, Prieto}, publisher = {Springer-Verlag Lecture Notes in Computer Sciences}, address = {Malaga, Spain}, note = {Submitted} } @inproceedings{Chentouf95, author = {Chentouf, R. and Jutten, C.}, title = {Incremental Learning with a Stopping Criterion. Experimental Results.}, booktitle = {{IWANN95}-Proceedings of the International Workshop on Artificial Neural Networks}, year = {1995}, month = {June}, editor = {Mira, Cabestany, Prieto}, publisher = {Springer-Verlag Lecture Notes in Computer Sciences}, address = {Malaga, Spain}, note = {Submitted} } @article{Comon91, author = {P. Comon}, title = {Classification Supervis\'{e}e par r\'{e}seaux multicouches (Supervised classification by multilayer networks)}, journal = {Traitement du Signal}, year = {1991}, month = {December}, volume = {8}, number = {6}, pages = {387-407}, note = { } } @techreport{Comon91b, author = {P. Comon}, title = {Approche Probabiliste des R\'{e}seaux de Neurones}, institution = {{T}homson-{S}intra {ASM}}, year = {1991}, month = feb, number = {ASM91/C570/045PC} } @inproceedings{Comon92, author = {P. Comon and G. Bienvenu and T. Lefebvre}, title = {Supervised Design of Optimal Receivers}, booktitle = {NATO Advanced Study Institute on Acoustic Signal Processing and Ocean Exploration}, year = {1992}, month = {July 26-Aug. 7}, address = {Madeira, Portugal} } @inproceedings{Comon93, author = {P. Comon and G. Bienvenu and T. Lefebvre}, title = {Supervised Design of Optimal Receivers}, booktitle = {Acoustic Signal Processing for Ocean Exploration Processing and Ocean Exploration}, year = {1993}, editor = {J. M. F. Moura and I. M. G. Lourtie}, publisher = {Kluwer Academic Publishers}, pages = {547-552}, note = { } } @inproceedings{Comon94, author = {Comon, P. and Voz, J.L. and Verleysen, M.}, title = {Estimation of performance bounds in supervised classification}, booktitle = {{ESANN94}-European Symposium on Artificial Neural Networks}, year = {1994}, month = {April}, editor = {M. Verleysen}, publisher = {D facto publications}, address = {Brussels, Belgium}, pages = {37-42} } @article{Comon94b, author = {P. Comon}, title = {Independent {C}omponent {A}nalysis, a new concept ?}, journal = {Signal Processing, {ELSEVIER}}, year = {1994}, month = {April}, volume = {36}, number = {3}, pages = {287-314}, note = { } } @inproceedings{Comon95, author = {P. Comon}, title = {Supervised classification: a probabilistic approach}, booktitle = {{ESANN95}-European Symposium on Artificial Neural Networks}, year = {1995}, month = {April}, editor = {M. Verleysen}, publisher = {D facto publications}, address = {Brussels, Belgium}, note = { } } @inproceedings{Comon95b, author = {Comon, P. and Cheneval, Y.}, title = {Supervised classification with variable kernel estimators}, booktitle = {{IWANN95}-Proceedings of the International Workshop on Artificial Neural Networks}, year = {1995}, month = {June}, editor = {Mira, Cabestany, Prieto}, publisher = {Springer-Verlag Lecture Notes in Computer Sciences}, address = {Malaga, Spain}, note = {Submitted} } @inproceedings{Demartines93, author = {Demartines, P. and H\'erault, J.}, title = {Representation of nonlinear data structures through a fast {VQP} Neural Networ3}, booktitle = {NeuroN\^{\i}mes93 (Neural Networks and their applications)}, year = {1994}, month = {October}, publisher = {{EC2}}, address = {Paris, France}, pages = {411-424} } @inproceedings{Demartines93b, author = {Demartines, P. and H\'erault, J.}, title = {Vector Quantization and Projection Neural Network}, booktitle = {Proceedings of {IWANN}-93, New Trends in Neural Computation.}, year = {1993}, editor = {Mira, Cabestany, Prieto}, publisher = {Springer-Verlag Lecture Notes in Computer Sciences}, address = {Sitges, Spain}, pages = { } } @book{Demartines93c, author = {Demartines, P. and Gu\'erin, A.}, title = {Self-organization : methods and applications, tutorial 5, {NeuroN\^{\i}mes}}, year = {1993}, month = {October}, publisher = {{EC2}}, address = {Paris (France)}, booktitle = {Tutorial of NeuroN\^{\i}mes93, N\^{\i}mes (France)} } @techreport{ElenaA93, author = {Comon, P. and others}, title = {Deliverable {R1-A-P} - {Axis A}: Theory}, institution = {Elena-NervesII "Enhanced Learning for Evolutive Neural Architecture", {ESPRIT}-Basic Research Project Number 6891}, year = {1993}, month = {June} } @techreport{ElenaA94, author = {Comon, P. and others}, title = {Deliverable {R2-A-P} - {Axis A}: Theory}, institution = {Elena-NervesII "Enhanced Learning for Evolutive Neural Architecture", {ESPRIT}-Basic Research Project Number 6891}, year = {1994}, month = {June} } @techreport{ElenaA95, author = {Comon, P. and others}, title = {Deliverable {R3-A-P} - {Axis A}: Theory}, institution = {Elena-NervesII "Enhanced Learning for Evolutive Neural Architecture", {ESPRIT}-Basic Research Project Number 6891}, year = {1995}, month = {June} } @techreport{ElenaB193, author = {Gu\'erin-Dugu\'e, A. and others}, title = {Deliverable {R1-B1-P} - {Task B1}: Databases}, institution = {Elena-NervesII "Enhanced Learning for Evolutive Neural Architecture", {ESPRIT}-Basic Research Project Number 6891}, year = {1993}, month = {June} } @techreport{ElenaB194, author = {Gu\'erin-Dugu\'e, A. and others}, title = {Deliverable {R2-B1-P} - {Task B1}: Databases}, institution = {Elena-NervesII "Enhanced Learning for Evolutive Neural Architecture", {ESPRIT}-Basic Research Project Number 6891}, year = {1994}, month = {June} } @techreport{ElenaB195, author = {Gu\'erin-Dugu\'e, A. and others}, title = {Deliverable {R3-B1-P} - {Task B1}: Databases}, institution = {Elena-NervesII "Enhanced Learning for Evolutive Neural Architecture", {ESPRIT}-Basic Research Project Number 6891}, year = {1995}, month = {June}, note = {Anonymous FTP: /pub/neural-nets/ELENA/Databases.ps.Z on ftp.dice.ucl.ac.be} } @techreport{ElenaB293, author = {Cheneval, Y. and others}, title = {Deliverable {R1-B2-P} - {Task B2}: Unified Graphic Environment}, institution = {Elena-NervesII "Enhanced Learning for Evolutive Neural Architecture", {ESPRIT}-Basic Research Project Number 6891}, year = {1993}, month = {June} } @techreport{ElenaB294, author = {Cheneval, Y. and others}, title = {Deliverable {R2-B2-P} - {Task B2}: Unified Graphic Environment}, institution = {Elena-NervesII "Enhanced Learning for Evolutive Neural Architecture", {ESPRIT}-Basic Research Project Number 6891}, year = {1994}, month = {June} } @techreport{ElenaB295, author = {Cheneval, Y. and others}, title = {Deliverable {R3-B2-P} - {Task B2}: Unified Graphic Environment}, institution = {Elena-NervesII "Enhanced Learning for Evolutive Neural Architecture", {ESPRIT}-Basic Research Project Number 6891}, year = {1995}, month = {June} } @techreport{ElenaB393, author = {Blayo, F. and others}, title = {Deliverable {R1-B3-P} - {Task B3}: Software Simulation Library}, institution = {Elena-NervesII "Enhanced Learning for Evolutive Neural Architecture", {ESPRIT}-Basic Research Project Number 6891}, year = {1993}, month = {June} } @techreport{ElenaB394, author = {Blayo, F. and others}, title = {Deliverable {R2-B3-P} - {Task B3}: Software Simulation Library}, institution = {Elena-NervesII "Enhanced Learning for Evolutive Neural Architecture", {ESPRIT}-Basic Research Project Number 6891}, year = {1994}, month = {June} } @techreport{ElenaB395, author = {Blayo, F. and others}, title = {Deliverable {R3-B3-P} - {Task B3}: Software Simulation Library}, institution = {Elena-NervesII "Enhanced Learning for Evolutive Neural Architecture", {ESPRIT}-Basic Research Project Number 6891}, year = {1995}, month = {June} } @techreport{ElenaB495, author = {Gu\'erin-Dugu\'e, A. and others}, title = {Deliverable {R3-B4-P} - {Task B4}: Benchmarks}, institution = {Elena-NervesII "Enhanced Learning for Evolutive Neural Architecture", {ESPRIT}-Basic Research Project Number 6891}, year = {1995}, month = {June}, note = {Anonymous FTP: /pub/neural-nets/ELENA/Benchmarks.ps.Z on ftp.dice.ucl.ac.be} } @techreport{ElenaC93, author = {Verleysen, M. and others}, title = {Deliverable {R1-C1-P} - {Axis C}: Hardware implementations}, institution = {Elena-NervesII "Enhanced Learning for Evolutive Neural Architecture", {ESPRIT}-Basic Research Project Number 6891}, year = {1993}, month = {June} } @techreport{ElenaC94, author = {Verleysen, M. and others}, title = {Deliverable {R2-C-P} - {Axis C}: Hardware implementations}, institution = {Elena-NervesII "Enhanced Learning for Evolutive Neural Architecture", {ESPRIT}-Basic Research Project Number 6891}, year = {1994}, month = {June} } @techreport{ElenaC95, author = {Verleysen, M. and others}, title = {Deliverable {R3-C-P} - {Axis C}: Hardware implementations}, institution = {Elena-NervesII "Enhanced Learning for Evolutive Neural Architecture", {ESPRIT}-Basic Research Project Number 6891}, year = {1995}, month = {June} } @techreport{ElenaPPR93, author = {Jutten, C. and others}, title = {Periodic Progress Report}, institution = {Elena-NervesII "Enhanced Learning for Evolutive Neural Architecture", {ESPRIT}-Basic Research Project Number 6891}, year = {1993}, month = {June} } @techreport{ElenaPPR94, author = {Jutten, C. and others}, title = {Periodic Progress Report}, institution = {Elena-NervesII "Enhanced Learning for Evolutive Neural Architecture", {ESPRIT}-Basic Research Project Number 6891}, year = {1994}, month = {June} } @techreport{ElenaPPR95, author = {Jutten, C. and others}, title = {Final Project Report}, institution = {Elena-NervesII "Enhanced Learning for Evolutive Neural Architecture", {ESPRIT}-Basic Research Project Number 6891}, year = {1995}, month = {June} } @techreport{ElenaPub93, author = {Jutten, C. and others}, title = {Publications from {ELENA} partners}, institution = {Elena-NervesII "Enhanced Learning for Evolutive Neural Architecture", {ESPRIT}-Basic Research Project Number 6891}, year = {1993}, month = {June} } @techreport{ElenaPub94, author = {Jutten, C. and others}, title = {Publications from {ELENA} partners}, institution = {Elena-NervesII "Enhanced Learning for Evolutive Neural Architecture", {ESPRIT}-Basic Research Project Number 6891}, year = {1994}, month = {June} } @techreport{ElenaPub95, author = {Jutten, C. and others}, title = {Publications from {ELENA} partners}, institution = {Elena-NervesII "Enhanced Learning for Evolutive Neural Architecture", {ESPRIT}-Basic Research Project Number 6891}, year = {1995}, month = {June} } @techreport{Fambon93, author = {O. Fambon}, title = {M\'ethodes d'\'elagage pour les R\'eseaux de Neurones}, institution = {Institut National Polytechnique de Grenoble - France}, year = {1993}, month = {Septembre}, type = {Rapport de {DEA} de Sciences Cognitives} } @inproceedings{Fambon94, author = {Fambon, O. and Jutten, C.}, title = {A comparison of two weight pruning methods}, booktitle = {{ESANN94}-European Symposium on Artificial Neural Networks}, year = {1994}, month = {April}, editor = {M. Verleysen}, publisher = {D facto publications}, address = {Brussels, Belgium}, pages = {147-152} } @inproceedings{Fambon95, author = {Fambon, O. and Jutten, C.}, title = {Pruning Kernel Density Estimators}, booktitle = {{ESANN95}-European Symposium on Artificial Neural Networks}, year = {1995}, month = {April}, editor = {M. Verleysen}, publisher = {D facto publications}, address = {Brussels, Belgium}, } @techreport{Guerin93, author = {Gu\'erin-Dugu\'e, A. and Viredaz, M. A.}, title = {Architectures for Neuro-Computers: Review and Performance Evaluation}, institution = {EPFL Lausanne}, year = {1993}, month = {september}, type = {Cours Postragrade en Informatique} } @inproceedings{Guerin93b, author = {Gu\'erin-Dugu\'e, A. and Avilez-Cruz, C.}, title = {High order statistics from natural textured images}, booktitle = {{ATHOS} Workshop on System Identification and High Order Statistics}, year = {1993}, month = {September}, address = {Sophia-Antipolis (France)} } @inproceedings{Hanssens92, author = {Hanssens, M. and Verleysen, M. and Legat, J.D.}, title = {A dedicated neural network for visual motion detection}, booktitle = {Proceedings of NeuroN\^{\i}mes92, N\^{\i}mes (France)}, year = {1992}, month = {November}, pages = {221-2295} } @article{Herault94, author = {H\'erault, J and Jutten, C.}, title = {La m\'emoire des r\'eseaux neuromim\'etiques}, journal = {La {R}echerche}, year = {1994}, month = {July} } @book{Herault94b, author = {H\'{e}rault, J. and Jutten, C.}, title = {R\'{e}seaux neuronaux et traitement du signal}, year = {1994}, publisher = {Herm\`{e}s} } @inproceedings{Jutten93, author = {C. Jutten and P. Comon}, title = {Neural {B}ayesian Classifier}, booktitle = {New Trends in Neural Computation}, year = {1993}, month = {June}, editor = {Mira Cabestany Prieto}, publisher = {Springer-Verlag}, address = {Berlin}, pages = {119-124}, number = {686}, series = {Lecture Notes in Computer Sciences} } @booklet{Jutten93b, author = {C. Jutten}, title = {Theorie de la Detection, Identification et Reseaux de Neurones}, year = {1993}, month = {Mai}, address = {Saint Jean du Gard}, howpublished = {Cours NSI-93} } @article{Jutten95, author = {Jutten, C. and Chentouf, R.}, title = {A new scheme for incremental learning}, journal = {Neural Processing Letters}, year = {1995}, volume = {2}, number = {1}, pages = {1 - 4} } @inproceedings{Jutten95b, author = {Jutten, C.}, title = {Incremental Learning: an ill-posed problem ?}, booktitle = {{IWANN95}-Proceedings of the International Workshop on Artificial Neural Networks}, year = {1995}, month = {June}, editor = {Mira, Cabestany, Prieto}, publisher = {Springer-Verlag Lecture Notes in Computer Sciences}, address = {Malaga, Spain}, note = {Invited paper} } @inproceedings{Jutten95c, author = {Jutten, C. and Fambon, O.}, title = {Pruning Methods: A Review}, booktitle = {{ESANN95}-European Symposium on Artificial Neural Networks}, year = {1995}, month = {April}, editor = {M. Verleysen}, publisher = {D facto publications}, address = {Brussels, Belgium}, note = {Invited paper} } @inproceedings{Legat94, author = {Legat, J.D. and Thissen, P. and Verleysen, M. and Voz, J.L.}, title = {Parallel implementations of the {RCE} algorithm}, booktitle = {{COST 229} final joint workshop}, year = {1994}, month = {October}, address = {Bayona-Vigo (Spain)}, } @article{Lehmann93, author = {Lehmann, C. and Blayo, F. and Viredaz, M.}, title = {A generic systolic array building block for neural networks with on-chip learning}, journal = {{IEEE} Transactions on Neural Networks}, year = {1993}, month = {May}, volume = {4}, number = {3}, pages = {400-407} } @article{Macq93b, author = {Macq, D. and Verleysen, M. and Jespers, P. and Legat, J.D.}, title = {Analog implementation of a {K}ohonen map with on-chip learning}, journal = {{IEEE} Transactions on Neural Networks}, year = {1993}, month = {May}, volume = {4}, number = {3}, pages = {456-461} } @article{Madrenas95a, author = {J. Madrenas,J. and Verleysen, M. and Thissen, P. and Voz, J.L.}, title = {A CMOS analog circuit for Gaussian functions}, journal = {IEEE Transactions on Circuits and Systems II: Analog and Digital Signal Processing}, year = {1995} } @inproceedings{Maria94, author = {Maria, N. and Gu\'erin-Dugu\'e, A. and Blayo, F.}, title = {{1D} and {2D} systolic implementations for radial basic functions network}, booktitle = {Proceedings of the {F}ourth {I}nternational {C}onference on {M}icroelectronics for {N}eural {N}etworks and {F}uzzy {S}ystems (Microneuro94)}, year = {1994}, month = {September}, address = {Torino, Italy}, note = { } } @inproceedings{Maria95, author = {Maria, N. and Gu\'erin-Dugu\'e, A. and Moreno, M. and Blayo, F.}, title = {Comparing {I}mplementations of {R}adial {B}asis {F}unction {N}eural {N}etworks on three {P}arallel {M}achines}, booktitle = {{IWANN95}-Proceedings of the International Workshop on Artificial Neural Networks}, year = {1995}, month = {June}, editor = {Mira, Cabestany, Prieto}, publisher = {Springer-Verlag Lecture Notes in Computer Sciences}, address = {Malaga, Spain}, note = {Submitted} } @inproceedings{Moreno93, author = {Moreno, J.M. and Castillo, F. and Cabestany, J.}, title = {Hardware implementation of Piecewise Linear Separation Incremental Algorithms}, booktitle = {NeuroN\^{\i}mes93 (Neural Networks and their applications)}, year = {1993}, month = {October}, publisher = {{EC2}}, address = {Paris, France}, pages = {199-208} } @inproceedings{Moreno93b, author = {Moreno, J.M. and Castillo, F. and Cabestany, J.}, title = {Optimized Learning for Improving the evolution of Piecewise Linear Separation Incremental Algorithms}, booktitle = {New Trends in Neural Computation. {IWANN}93}, year = {1993}, editor = {Mira, Cabestany, Prieto}, publisher = {Springer-Verlag Lecture Notes in Computer Sciences}, address = {Sitges, Spain}, pages = {272-277} } @inproceedings{Moreno93c, author = {Moreno, J.M. and Castillo, F. and Cabestany, J.}, title = {Enhanced Unit Training for Piecewise Linear Separation Incremental Algorithms}, booktitle = {{ESANN93}-European Symposium on Artificial Neural Networks}, year = {1993}, month = {April}, editor = {M. Verleysen}, publisher = {D facto publications}, address = {Brussels, Belgium}, pages = {33-38} } @phdthesis{Moreno94, author = {Moreno J.M.}, title = {VLSI Architectures for Evolutive Neural Models}, year = 1994 , school = {Universitat Politecnica de Catalunya} } @article{Moreno94a, author = {Moreno, J.M. and Castillo, F. and Cabestany, J. and Madrenas, J. and Napieralski, A.}, title = {An Analog Systolic Neural Processing Architecture}, journal = {{IEEE} Micro}, year = {1994}, month = {June}, volume = {14}, number = {3}, pages = {51-60} } @inproceedings{Moreno94b, author = {Moreno, J.M. and Castillo, F. and Cabestany, J.}, title = {Improving Piecewise Linear Separation Incremental Algorithms using Complexity Reduction Methods}, booktitle = {{ESANN94}-European Symposium on Artificial Neural Networks}, year = {1994}, month = {April}, editor = {M. Verleysen}, publisher = {D facto publications}, address = {Brussels, Belgium}, pages = {141-146} } @inproceedings{Moreno94c, author = {Moreno, J.M. and Castillo, F. and Cabestany, J.}, title = {Implementation of Neural Incremental Algorithms. Mixing Analog and Digital Approaches}, booktitle = {Advanced Training Course ``{MIXED DESIGN OF VLSI CIRCUITS}''}, year = {1994}, month = {April}, address = {Debe, Poland}, pages = {66-71} } @inproceedings{Moreno94d, author = {Moreno, J.M. and Castillo, F. and Cabestany, J.}, title = {Incremental Neural Models for Classification}, booktitle = {Advanced Training Course ``{MIXED DESIGN OF VLSI CIRCUITS}''}, year = {1994}, month = {April}, address = {Debe, Poland}, pages = {60-65} } @inproceedings{Thissen94, author = {Thissen, P. and Verleysen, M. and Legat, J.-D.}, title = {Matching properties of {CMOS} transistors}, booktitle = {Proceedings of the {F}ourth {I}nternational {C}onference on {M}icroelectronics for {N}eural {N}etworks and {F}uzzy {S}ystems (Microneuro94)}, year = {1994}, month = {September}, address = {Torino, Italy}, note = { } } @inproceedings{Thissen95, author = {Thissen, P. and Verleysen, M. and Legat, J. D.}, title = {An associative processor architecture for pattern recognition}, booktitle = {Proceedings of {P}ro{RISC/IEEE} {W}orkshop on {C}ircuits, {S}ystems and {S}ignal {P}rocessing}, year = {1995}, month = {March}, address = {Mierlo, The {N}ederlands} } @inproceedings{Thissen95b, author = {Thissen, P. and Sirault, J. and Verleysen, M. and Legat, J. D.}, title = {A {FPGA}-based control unit for dedicated parallel processor}, booktitle = {Proceedings of {P}ro{RISC/IEEE} {W}orkshop on {C}ircuits, {S}ystems and {S}ignal {P}rocessing}, year = {1995}, month = {March}, address = {Mierlo, The {N}ederlands} } @inproceedings{Thissen95c, author = {Thissen, P. and Verleysen, M. and Legat, J. D.}, title = {An associative processor dedicated to classification by neural methods}, booktitle = {Proceedings of the {I}nternational {W}orkshop on {A}rtificial {N}eural {N}etworks ({IWANN95})}, year = {1995}, month = {June}, editor = {Mira, Cabestany, Prieto}, publisher = {Springer-Verlag Lecture Notes in Computer Sciences}, address = {Malaga, Spain}, note = {Submitted} } @inproceedings{Thissen95d, author = {Thissen, P. and Verleysen, M. and Legat, J. D. and Madrenas, J. and Domingez, J.}, title = {A {VLSI} system for neural {B}ayesian and {LVQ} classification}, booktitle = {Proceedings of the {I}nternational {W}orkshop on {A}rtificial {N}eural {N}etworks ({IWANN95})}, year = {1995}, month = {June}, editor = {Mira, Cabestany, Prieto}, publisher = {Springer-Verlag Lecture Notes in Computer Sciences}, address = {Malaga, Spain}, note = {Submitted} } @inproceedings{Verleysen92, author = {Verleysen, M. and Blayo, F. and Legat, J-D.}, title = {{LVQ}-like procedure for the initialization of the {RCE} model}, booktitle = {Congres Satellite du Congres Europ\'een de Math\'ematiques, Aspects Th\'eoriques des R\'eseaux de Neurones, Paris (France), 2-3 July}, year = {1992}, pages = {35-45} } @incollection{Verleysen92b, author = {Verleysen, M. and Legat, J.D. and Jespers, P.}, title = {Analog implementation of an associative memory: learning algorithm and {VLSI} constraints}, booktitle = {Associative neural memories: Theory and Implementations}, year = {1993}, editor = {Hassoun, M.}, publisher = {Oxford University Press}, pages = {265-275} } @book{Verleysen92c, author = {Verleysen, M.}, title = {Realizations of artificial neural networks: {VLSI}, machines and neural computers, tutorial 6, {NeuroN\^{\i}mes}}, year = {1992}, month = {November}, publisher = {{EC2}}, address = {Paris (France)}, booktitle = {Tutorial of NeuroN\^{\i}mes92, N\^{\i}mes (France)} } @inproceedings{Verleysen93, author = {Verleysen, M. and Thissen, P. and Legat, J-D.}, title = {Optimal decision surfaces in {LVQ1} classification of patterns}, booktitle = {Proceedings of {ESANN95}-European Symposium on Artificial Neural Networks}, year = {1993}, month = {May}, editor = {M. Verleysen}, publisher = {D facto publications}, address = {Brussels, Belgium}, pages = {209-214} } @inproceedings{Verleysen93b, author = {Verleysen, M. and Thissen, P. and Legat, J-D.}, title = {Learning Vector Quantization: an improvement on {LVQ} algorithms to create classes of patterns}, booktitle = {{IWANN93}-Proceedings of the International Workshop on Artificial Neural Networks}, year = {1993}, month = {June}, editor = {Mira, Cabestany, Prieto}, publisher = {Springer-Verlag Lecture Notes in Computer Sciences}, address = {Malaga, Spain} } @inproceedings{Verleysen93c, author = {Verleysen, M.}, title = {{NERVES} and {ELENA}: the basic research on artificial neural networks in Europe}, booktitle = {European Informatics Congress - Computing Systems Architectures}, year = {1993}, month = {October}, publisher = {Springer-Verlag}, address = {Munich (Germany)} } @proceedings{Verleysen93d, title = {European Symposium on Artificial Neural Networks: proceedings}, year = {1993}, month = {May}, editor = {Verleysen, M.}, publisher = {D facto publications} } @book{Verleysen93e, author = {Verleysen, M.}, title = {Realizations of artificial neural networks: {VLSI}, machines and neural computers, tutorial 8, {NeuroN\^{\i}mes}}, year = {1993}, month = {October}, publisher = {{EC2}}, address = {Paris (France)}, booktitle = {Tutorial of NeuroN\^{\i}mes93, N\^{\i}mes (France)} } @book{Verleysen93f, author = {Verleysen, M.}, title = {Neural network models, tutorial 2, {NeuroN\^{\i}mes}}, year = {1993}, month = {October}, publisher = {{EC2}}, address = {Paris (France)}, booktitle = {Tutorial of NeuroN\^{\i}mes93, N\^{\i}mes (France)} } @article{Verleysen94, author = {Verleysen, M. and Thissen, P. and Voz, J.L. and Madrenas, J.}, title = {An analog processor architecture for neural network classifier}, journal = {{IEEE} Micro}, year = {1994}, month = {June}, volume = {14}, number = {3}, pages = {16-28} } @inproceedings{Verleysen94b, author = {Verleysen, M. and Hlavackova, K.}, title = {An optimized {RBF} network for approximation of functions}, booktitle = {{ESANN}-European Symposium on Artificial Neural Networks}, year = {1994}, month = {April}, editor = {M. Verleysen}, publisher = {D facto publications}, address = {Brussels, Belgium}, pages = {175-180} } @inproceedings{Verleysen94c, author = {Verleysen, M. and Thissen, P. and Madrenas, J.}, title = {Analog {VLSI} implementation of kernel-based classifiers}, booktitle = {Proceedings of the {F}ourth {I}nternational {C}onference on {M}icroelectronics for {N}eural {N}etworks and {F}uzzy {S}ystems (Microneuro94)}, year = {1994}, month = {September}, address = {Torino, Italy}, note = { } } @article{Verleysen94d, author = {Verleysen, M. and Cabestany, J.}, title = {Projet {ESPRIT ELENA}: r\'{e}alisations {VLSI} de r\'{e}seaux de neurones}, journal = {Revue {VALGO}, Bulletin de l'{ACTH}}, year = {1994}, month = {June} } @proceedings{Verleysen94e, title = {European Symposium on Artificial Neural Networks: proceedings}, year = {1994}, month = {May}, editor = {Verleysen, M.}, publisher = {D facto publications} } @article{Verleysen95, author = {Verleysen, M. and Voz, J.L. and Amerijkx, C. and Delaby, O. and Thissen, P. and Legat, J.D.}, title = {Image compression by self-organized Kohonen map}, journal = {IEEE Transactions on Image Processing, Special issue on vector quantization}, year = {1995}, note = {Submitted} } @inproceedings{Verleysen95b, author = {Verleysen, M.}, title = {Les principaux mod\`{e}les de r|'{e}seaux de neurones artificiels}, booktitle = {Proceedings of Les r\'{e}seaux de neurones en finances, conception et applications}, year = {1995}, month = {May}, editor = {E. de Bodt, E.-F. Henrion}, publisher = {D facto publications}, address = {Brussels, Belgium} } @inproceedings{Verleysen95c, author = {Verleysen, M. and Voz, J.L. and Thissen, P. and Legat, J.D.}, title = {A statistical Neural Network for high-dimensional vector classification}, booktitle = {{ICNN'95} - {IEEE} {I}nternational {C}onference on {N}eural {N}etworks}, year = {1995}, month = {November}, address = {Perth, Western Australia}, } @inproceedings{Voz94, author = {Voz, J.L. and Verleysen, M. and Thissen, P. and Legat, J.D.}, title = {Handwritten Digit Recognition by Suboptimal Bayesian Classifier}, booktitle = {Neural Networks and their applications 94}, year = {1994}, month = {December,15-16}, publisher = {{IUSPIM}}, address = {Marseille}, pages = { } } @inproceedings{Voz94b, author = {Voz, J.L. and Thissen, P. and Verleysen M. and Legat, J.D.}, title = {Application of suboptimal {B}ayesian classification to handwritten numerals recognition}, booktitle = {{IEE European Workshop on "Handwriting analysis and recognition: A European perspective"}}, year = {1994}, month = {July}, address = {Brussels (Belgium)}, } @inproceedings{Voz95, author = {Voz, J.L. and Verleysen, M. and Thissen, P. and Legat, J.D.}, title = {Suboptimal Bayesian classification by vector quantization with small clusters}, booktitle = {{ESANN95}-European Symposium on Artificial Neural Networks}, year = {1995}, month = {April}, editor = {M. Verleysen}, publisher = {D facto publications}, address = {Brussels, Belgium}, note = {To be published} } @inproceedings{Voz95b, author = {Voz, J.L. and Verleysen, M. and Thissen, P. and Legat, J.D.}, title = {A practical view of suboptimal Bayesian classification}, booktitle = {{IWANN95}-Proceedings of the International Workshop on Artificial Neural Networks}, year = {1995}, month = {June}, editor = {Mira, Cabestany, Prieto}, publisher = {Springer-Verlag Lecture Notes in Computer Sciences}, address = {Malaga, Spain}, note = {Submitted} }