IEEE Transactions on Computers - Special issue on artificial neural networks
Cooperative Vision Integration Through Data-Parallel Neural Computations
IEEE Transactions on Computers - Special issue on artificial neural networks
Supervised adaptive resonance networks
ANNA '91 Proceedings of the conference on Analysis of neural network applications
A theory for memory-based learning
COLT '92 Proceedings of the fifth annual workshop on Computational learning theory
IEEE Transactions on Pattern Analysis and Machine Intelligence
Task-Specific Gesture Analysis in Real-Time Using Interpolated Views
IEEE Transactions on Pattern Analysis and Machine Intelligence
Visual Recognition and Categorization on the Basis of Similarities to Multiple Class Prototypes
International Journal of Computer Vision
A Comparison between the Tikhonov and the Bayesian Approaches to Calculate Regularisation Matrices
Neural Processing Letters
Animated deformations with radial basis functions
VRST '00 Proceedings of the ACM symposium on Virtual reality software and technology
Computational test of approximation of functions and their derivatives by radial basis functions
Neural, Parallel & Scientific Computations
Experimental Estimation of Model Error Bounds Based on Modified Stochastic Approximation
Journal of Intelligent and Robotic Systems
Training Invariant Support Vector Machines
Machine Learning
Face Recognition: Features Versus Templates
IEEE Transactions on Pattern Analysis and Machine Intelligence
Modal Matching for Correspondence and Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Statistical Foundations of Audit Trail Analysis for the Detection of Computer Misuse
IEEE Transactions on Software Engineering
Interpolation by ridge polynomials and its application in neural networks
Journal of Computational and Applied Mathematics - Selected papers of the international symposium on applied mathematics, August 2000, Dalian, China
Parameter conditions for monotonic Takagi-Sugeno-Kang fuzzy system
Fuzzy Sets and Systems - Fuzzy systems
A Variational Approach to Recovering a Manifold from Sample Points
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part II
Representing Edge Models via Local Principal Component Analysis
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part I
Sample Complexity for Function Learning Tasks through Linear Neural Networks
MICAI '02 Proceedings of the Second Mexican International Conference on Artificial Intelligence: Advances in Artificial Intelligence
Application of Artificial Neural Networks for Different Engineering Problems
SOFSEM '99 Proceedings of the 26th Conference on Current Trends in Theory and Practice of Informatics on Theory and Practice of Informatics
Modeling, Tracking and Interactive Animation of Faces and Heads Using Input from Video
CA '96 Proceedings of the Computer Animation
Digital Hardware Realization of a Hyper Basis Function Network for On
MICRONEURO '99 Proceedings of the 7th International Conference on Microelectronics for Neural, Fuzzy and Bio-Inspired Systems
Application of Bayesian trained RBF networks to nonlinear time-series modeling
Signal Processing - From signal processing theory to implementation
Feed-forward and recurrent neural networks for source code informal information analysis
Journal of Software Maintenance: Research and Practice
Regularized B-spline network and its application to heart arrhythmia classification
Proceedings of the 2004 ACM symposium on Applied computing
Artificial Intelligence in Medicine
Image retrieval with embedded sub-class information using Gaussian mixture models
ICME '03 Proceedings of the 2003 International Conference on Multimedia and Expo - Volume 2
Local prediction of non-linear time series using support vector regression
Pattern Recognition
Local prediction of non-linear time series using support vector regression
Pattern Recognition
Neural Computation
Representation properties of networks: Kolmogorov's theorem is irrelevant
Neural Computation
A canonical neural circuit for cortical nonlinear operations
Neural Computation
Comparison of RBF Network Learning and Reinforcement Learning on the Maze Exploration Problem
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I
SVD Based Feature Selection and Sample Classification of Proteomic Data
KES '08 Proceedings of the 12th international conference on Knowledge-Based Intelligent Information and Engineering Systems, Part III
Rule-Based Analysis of Behaviour Learned by Evolutionary and Reinforcement Algorithms
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Artificial Intelligence
Testing Error Estimates for Regularization and Radial Function Networks
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks
Technical data mining with evolutionary radial basis function classifiers
Applied Soft Computing
Diffusion Learning and Regularization
Proceedings of the 2009 conference on New Directions in Neural Networks: 18th Italian Workshop on Neural Networks: WIRN 2008
Radial Basis Function network learning using localized generalization error bound
Information Sciences: an International Journal
HyperBF networks for real object recognition
IJCAI'91 Proceedings of the 12th international joint conference on Artificial intelligence - Volume 2
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Anatomy-based face reconstruction for animation using multi-layer deformation
Journal of Visual Languages and Computing
A wavelet subspace method for real-time face tracking
Real-Time Imaging
Information Sciences: an International Journal
Functional knowledge exchange within an intelligent distributed system
ARCS'07 Proceedings of the 20th international conference on Architecture of computing systems
Fast and efficient training of RBF networks
ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
Evolutionary optimisation of RBF network architectures in a direct marketing application
ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
Deformable radial basis functions
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Extended linear models with Gaussian prior on the parameters and adaptive expansion vectors
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
PRIB'07 Proceedings of the 2nd IAPR international conference on Pattern recognition in bioinformatics
Minimising the delta test for variable selection in regression problems
International Journal of High Performance Systems Architecture
So near and yet so far: New insight into properties of some well-known classifier paradigms
Information Sciences: an International Journal
Hybrid learning of regularization neural networks
ICAISC'10 Proceedings of the 10th international conference on Artifical intelligence and soft computing: Part II
Learning with convex constraints
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part III
Implementation of artificial neural networks on a reconfigurable hardware accelerator
EUROMICRO-PDP'02 Proceedings of the 10th Euromicro conference on Parallel, distributed and network-based processing
Gait style and gait content: bilinear models for gait recognition using gait re-sampling
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Evolving sum and composite kernel functions for regularization networks
ICANNGA'11 Proceedings of the 10th international conference on Adaptive and natural computing algorithms - Volume Part I
Classification and retrieval on macroinvertebrate image databases
Computers in Biology and Medicine
Evolutionary learning of regularization networks with multi-kernel units
ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part I
Local block representation for face recognition
ICSI'11 Proceedings of the Second international conference on Advances in swarm intelligence - Volume Part II
Black-box determination of cost models' parameters for federated stream-processing systems
Proceedings of the 15th Symposium on International Database Engineering & Applications
Evolutionary RBF classifier for polarimetric SAR images
Expert Systems with Applications: An International Journal
Nature inspiration for support vector machines
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
Estimation of fuel moisture content using neural networks
IWINAC'05 Proceedings of the First international work-conference on the Interplay Between Natural and Artificial Computation conference on Artificial Intelligence and Knowledge Engineering Applications: a bioinspired approach - Volume Part II
Memetic evolutionary learning for local unit networks
ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part I
Identification of nonlinear oscillator models for speech analysis and synthesis
Nonlinear Speech Modeling and Applications
A piece-wise learning approach to 3D facial animation
ICWL'07 Proceedings of the 6th international conference on Advances in web based learning
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part II
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part I
Mathematical and Computer Modelling: An International Journal
Learning with boundary conditions
Neural Computation
Pattern classification and clustering: A review of partially supervised learning approaches
Pattern Recognition Letters
A theoretical framework for supervised learning from regions
Neurocomputing
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Learning an input-output mapping from a set of examples, of the type that many neural networks have been constructed to perform, can be regarded as synthesizing an approximation of a multi-dimensional function. We develop a theoretical framework for approximation based on regularization techniques that leads to a class of three-layer networks that we call Generalized Radial Basis Functions (GRBF). GRBF networks are not only equivalent to generalized splines, but are also closely related to several pattern recognition methods and neural network algorithms. The paper introduces several extensions and applications of the technique and discusses intriguing analogies with neurobiological data.