Monte Carlo methods. Vol. 1: basics
Monte Carlo methods. Vol. 1: basics
Adaptive filter theory
Introduction to expert systems
Introduction to expert systems
Introduction to statistical pattern recognition (2nd ed.)
Introduction to statistical pattern recognition (2nd ed.)
Kolmogorov's theorem and multilayer neural networks
Neural Networks
On the relationship between neural networks, pattern recognition and intelligence
International Journal of Approximate Reasoning - Special issue on fuzzy logic and neural networks for pattern recognition and control
Approximation by superposition of sigmoidal and radial basis functions
Advances in Applied Mathematics
Machine learning: neural networks, genetic algorithms, and fuzzy systems
Machine learning: neural networks, genetic algorithms, and fuzzy systems
Approximation and Estimation Bounds for Artificial Neural Networks
Machine Learning - Special issue on computational learning theory
Evolutionary algorithms in theory and practice: evolution strategies, evolutionary programming, genetic algorithms
An introduction to genetic algorithms
An introduction to genetic algorithms
Machine Learning
A numerical implementation of Kolmogorov's superpositions
Neural Networks
A numerical implementation of Komogorov's superpositions II
Neural Networks
Artificial intelligence: a new synthesis
Artificial intelligence: a new synthesis
System identification (2nd ed.): theory for the user
System identification (2nd ed.): theory for the user
An introduction to support Vector Machines: and other kernel-based learning methods
An introduction to support Vector Machines: and other kernel-based learning methods
Kalman Filtering and Neural Networks
Kalman Filtering and Neural Networks
Neural Networks for Pattern Recognition
Neural Networks for Pattern Recognition
Principles of Data Fusion Automation
Principles of Data Fusion Automation
Neural Networks: A Comprehensive Foundation
Neural Networks: A Comprehensive Foundation
Adaptive Control
Fuzzy Models and Algorithms for Pattern Recognition and Image Processing
Fuzzy Models and Algorithms for Pattern Recognition and Image Processing
Bayesian Multiple Target Tracking
Bayesian Multiple Target Tracking
Multi-Valued and Universal Binary Neurons: Theory, Learning and Applications
Multi-Valued and Universal Binary Neurons: Theory, Learning and Applications
Principles of Neural Model Identification, Selection and Adequacy: With Applications in Financial Econometrics
Applied Neural Networks for Signal Processing
Applied Neural Networks for Signal Processing
Refining Initial Points for K-Means Clustering
ICML '98 Proceedings of the Fifteenth International Conference on Machine Learning
Human iris detection using fast cooperative modular neural nets and image decomposition
Machine Graphics & Vision International Journal
Pattern Classification (2nd Edition)
Pattern Classification (2nd Edition)
On Intelligence
Complex-Valued Neural Networks (Studies in Computational Intelligence)
Complex-Valued Neural Networks (Studies in Computational Intelligence)
New fast normalized neural networks for pattern detection
Image and Vision Computing
EURASIP Journal on Applied Signal Processing
Kolmogorov's theorem is relevant
Neural Computation
Representation properties of networks: Kolmogorov's theorem is irrelevant
Neural Computation
A New Implementation for High Speed Normalized Neural Networks in Frequency Space
KES '08 Proceedings of the 12th international conference on Knowledge-Based Intelligent Information and Engineering Systems, Part I
Fundamentals of Wavelets: Theory, Algorithms, and Applications
Fundamentals of Wavelets: Theory, Algorithms, and Applications
Complex-valued multistate neural associative memory
IEEE Transactions on Neural Networks
The ensemble approach to neural-network learning and generalization
IEEE Transactions on Neural Networks
IEEE Transactions on Neural Networks
IEEE Transactions on Neural Networks
Stochastic choice of basis functions in adaptive function approximation and the functional-link net
IEEE Transactions on Neural Networks
Fast image matching on web pages
CIS'09 Proceedings of the international conference on Computational and information science 2009
Design of anti-GPS for reasons of security
CIS'09 Proceedings of the international conference on Computational and information science 2009
Fast information processing over business networks
AIC'09 Proceedings of the 9th WSEAS international conference on Applied informatics and communications
Fast image matching on web pages
WSEAS Transactions on Signal Processing
A new automated information retrieval system by using intelligent mobile agent
AIKED'10 Proceedings of the 9th WSEAS international conference on Artificial intelligence, knowledge engineering and data bases
Fast human motion tracking by using high speed neural
SSIP '09/MIV'09 Proceedings of the 9th WSEAS international conference on signal, speech and image processing, and 9th WSEAS international conference on Multimedia, internet & video technologies
A new expert system for pediatric respiratory diseases by using neural networks
AICT'11 Proceedings of the 2nd international conference on Applied informatics and computing theory
A new hybrid system for information security
ACA'12 Proceedings of the 11th international conference on Applications of Electrical and Computer Engineering
A new fast neural network model
ACACOS'12 Proceedings of the 11th WSEAS international conference on Applied Computer and Applied Computational Science
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In this paper, we present a new fast specific complex-valued neural network, the fast Kolmogorov's Spline Complex Network (FKSCN), which might be advantageous especially in various tasks of pattern recognition. The proposed FKSCN uses cross correlation in the frequency domain between the input data and the input weights of neural networks. It is proved mathematically and practically that the number of computation steps required for the FKSCN is less than that needed by conventional Kolmogorov's Spline Complex Network (CKSCN). Simulation results using MATLAB confirm the theoretical computations.