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ESANN 1997: Bruges, Belgium
- Michel Verleysen:
5th Eurorean Symposium on Artificial Neural Networks, ESANN 1997, Bruges, Belgium, April 16-18, 1997, Proceedings. D-Facto public 1997, ISBN 2-9600049-7-3
Models I
- Edmondo Trentin, Diego Giuliani:
Speaker normalization with a mixture of recurrent networks. ESANN 1997 - Yvon Autret, André Thépaut:
Neural network cooperation for handwritten digit recognition: a comparison of four methods. ESANN 1997 - Fatiha Anouar, Fouad Badran, Sylvie Thiria:
Probabilistic self organized map - application to classification. ESANN 1997 - Leonardo Maria Reyneri, Mirko Sgarbi:
Performance of weighted radial basis function classifiers. ESANN 1997 - Igor Grabec:
Equivalence of a radial basis function NN and a perceptron. ESANN 1997
Biological modelling and vision
- Tom W. Scutt, Barbara Webb:
Real neurons in real networks. ESANN 1997 - M. Mougeot:
Synchronization and oscillations in the visual cortex: a stochastic model using a spike memory term. ESANN 1997 - Antonio Torralba, Jeanny Hérault:
From retinal circuits to motion processing: a neuromorphic approach to velocity estimation. ESANN 1997 - Gotz Meierfrankenfeld, Klaus Kopecz:
Size invariance by dynamic scaling in neural vision systems. ESANN 1997 - Norbert Krüger, Gabriele Peters:
Object Recognition with Banana Wavelets. ESANN 1997: 61-66
Invited session: Object and scene recognition: experimental results and models
- Michael D'Zmura:
Neural network for color contrast gain control. ESANN 1997 - Rolf P. Würtz:
Neuronal theories and technical systems for face recognition. ESANN 1997 - Simon J. Thorpe:
How can the human visual system process a natural scene in under 150ms? Experiments and neural network models. ESANN 1997 - Philippe G. Schyns:
Aspects of psychological computations in scene recognition. ESANN 1997 - Jeanny Hérault:
Scene classification by an artificial neural network. ESANN 1997
Statistics and rule extraction
- Michiel C. van Wezel, Joost N. Kok, Walter A. Kosters:
Two neural network methods for multidimensional scaling. ESANN 1997 - Ulrich Anders, Olaf Korn:
Sequential hypotheses tests for modelling neural networks. ESANN 1997 - Wlodzislaw Duch, Rafal Adamczak, Krzysztof Grabczewski, Masumi Ishikawa, Hiroki Ueda:
Extraction of crisp logical rules using constrained backpropagation networks. ESANN 1997 - Frédéric Alexandre, Jean-Francois Remm:
Knowledge extraction from neural networks for signal interpretation. ESANN 1997 - Peter Sykacek:
Equivalent error bars for neural network classifiers trained by Bayesian inference. ESANN 1997
Forecasting and chaos
- Denis Bonnet, Véronique Perrault, Alain Grumbach:
d-NARMA neural networks: a connectionist extension of ARARMA models. ESANN 1997 - Morgan Mangeas, Marie Cottrell, Jian-Feng Yao:
New criterion of identification in the multilayered perceptron modelling. ESANN 1997 - Tomas Hrycej:
Error measure for identifying chaotic attractors. ESANN 1997 - Joan Ferré-Giné, Robert Rallo, Alex Arenas, Francesc Giralt:
A fuzzy Artmap neural system for the prediction of turbulent velocity fields. ESANN 1997
- Arnaud Buhot, Juan-Manuel Torres-Moreno, Mirta B. Gordon:
Numerical simulations of an optimal algorithm for supervised learning. ESANN 1997 - Chulan Kwon, Jong-Hoon Oh:
Exact asymptotic estimates of the storage capacities of the committee machines with overlapping and non-overlapping receptive fields. ESANN 1997 - Nicolas Brunel, Jean-Pierre Nadal:
Optimal tuning curves for neurons spiking as a Poisson process. ESANN 1997 - Ole Winther, Sara A. Solla:
Bayesian online learning in the perceptron. ESANN 1997 - Bart Van Rompaey:
Precursor networks for training the binary perceptron. ESANN 1997 - Mauro Copelli:
Noise robustness in the perceptron. ESANN 1997
Self-organizing maps
- Heikki Hyötyniemi:
State-space modeling using self-organizing maps. ESANN 1997 - Avec M. Benaïm, Jean-Claude Fort, Gilles Pagès:
Almost sure convergence of the one-dimensional Kohonen algorithm. ESANN 1997 - Ana Isabel González, Manuel Graña, Alicia D'Anjou, F. Xabier Albizuri, Marie Cottrell:
Self organizing map for adaptive non-stationary clustering: some experimental results on color quantization of image sequences. ESANN 1997 - J. Michael Herrmann, Hans-Ulrich Bauer, Thomas Villmann:
Measuring topology preservation in maps of real-world data. ESANN 1997 - Eric de Bodt, Michel Verleysen, Marie Cottrell:
Kohonen maps versus vector quantization for data analysis. ESANN 1997
Learning I
- Mohamed Tajine, David A. Elizondo, Emile Fiesler, Jerzy Korczak:
The class of linear separability method. ESANN 1997 - Michael St Aubyn:
Connectionist rule processing using recursive auto-associative memory. ESANN 1997 - Georges Vaucher:
An algebra for recognition of spatio-temporal forms. ESANN 1997 - Martin A. Riedmiller:
Application of a self-learning controller with continuous control signals based on the DOE-approach. ESANN 1997
Invited session: Source separation and Independent Component Analysis
- Christian Jutten:
From source separation to ICA: an introduction to the special session. ESANN 1997 - Seungjin Choi, Ruey-Wen Liu:
A learning algorithm for the blind separation of non-zero skewness source signals with no spurious equilibria. ESANN 1997 - Petteri Pajunen:
A competitive learning algorithm for separating binary sources. ESANN 1997 - Zied Malouche, Odile Macchi:
A linear adaptive neural network for extraction of independent components. ESANN 1997 - Xi-Ren Cao, Jie Zhu, Jennie Si:
Blind equalization with a linear feedforward neural network. ESANN 1997 - Nabil Charkani, Yannick Deville:
Optimization of the asymptotic performance of time-domain convolutive source separation algorithms. ESANN 1997 - Anisse Taleb, Christian Jutten:
Nonlinear source separation: the post-nonlinear mixtures. ESANN 1997 - Jean-Pierre Nadal, Néstor Parga:
I.C.A.: conditions on cumulants and information theoretic approach. ESANN 1997 - Lei Xu, Chi Chiu Cheung, Jiong Ruan, Shun-ichi Amari:
Nonlinearity and separation capability: further justification for the ICA algorithm with mixture of densities. ESANN 1997 - Mark A. Girolami, Colin Fyfe:
Independence is far from normal. ESANN 1997
Learning II
- Yves Moreau, Joos Vandewalle:
Composition methods for the integration of dynamical neural networks. ESANN 1997 - Youichi Kobuchi:
Order between logic networks and stable neural networks. ESANN 1997 - M. Wexler:
Inductive learning in animat-based neural networks. ESANN 1997 - Steffen Gutjahr, Christian Nautze:
Extended Bayesian learning. ESANN 1997
Models II
- Jean-Philippe Draye, Davor Pavisic, Guy Cheron, Gaetan Libert:
Evidence of efficiency of recurrent neural networks with ARMA-like units. ESANN 1997 - Paul Ian Miller:
Recurrent neural networks and motor programs. ESANN 1997 - A. Korgul:
Time delay neural network for target-intercept problem solving. ESANN 1997 - Yong Fang, Tommy W. S. Chow:
Neural network adative wavelets for function approximation. ESANN 1997
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