A hierarchical approach to analog behavioral modeling of neural networks using HDL-A
EURO-DAC '96/EURO-VHDL '96 Proceedings of the conference on European design automation
Hierarchical Analog Behavioral Modeling of Artificial Neural Networks
Analog Integrated Circuits and Signal Processing - Special issue: Analog VHDL
Approximate Feedback Linearisation Using Multilayer Neural Networks
Neural Processing Letters
Incremental Gradient Algorithms with Stepsizes Bounded Away from Zero
Computational Optimization and Applications
Single-Iteration Training Algorithm for Multi-Layer Feed-Forward Neural Networks
Neural Processing Letters
A Novel Approach Solving for Linear Matrix Inequalities UsingNeural Networks
Neural Processing Letters
The Neural Solids; For optimization problems
Neural Processing Letters
Optimum multiuser detection for CDMA systems using the mean field annealing neural network
Hardware implementation of intelligent systems
Analog VLSI hardware implementation of a supervised learning algorithm
Hardware implementation of intelligent systems
Analog VLSI Implementation of Artificial Neural Networks with Supervised On-Chip Learning
Analog Integrated Circuits and Signal Processing
Journal of Global Optimization
Stability Analysis of Gradient-Based Neural Networks for Optimization Problems
Journal of Global Optimization
Decentralized Network Management Using Distributed Artificial Intelligence
Journal of Network and Systems Management
Blind Source Separation and Equiprobabilistic Topographic Maps
Journal of VLSI Signal Processing Systems
A Novel Method to Handle Inequality Constraints for Convex Programming Neural Network
Neural Processing Letters
A Generalized Algorithm of Training a Formal Neuron
Cybernetics and Systems Analysis
Wireless Personal Communications: An International Journal
A RKHS Interpolator-Based Graph Matching Algorithm
IEEE Transactions on Pattern Analysis and Machine Intelligence
Forecast: A Neural System for Diagnosis and Control of Highway Surfaces
IEEE Intelligent Systems
Advances in Engineering Software
A theory of complexity for continuous time systems
Journal of Complexity
Hybridized Neural Network and Genetic Algorithms for Solving Nonlinear Integer Programming Problem
SEAL'98 Selected papers from the Second Asia-Pacific Conference on Simulated Evolution and Learning on Simulated Evolution and Learning
Artificial Neural Network Learning: A Comparative Review
SETN '02 Proceedings of the Second Hellenic Conference on AI: Methods and Applications of Artificial Intelligence
Neural Network Approach to Design of Distributed Hard Real-Time Systems
Proceedings of the 6th International Conference on Computational Intelligence, Theory and Applications: Fuzzy Days
Exponential Transients in Continuous-Time Symmetric Hopfield Nets
ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
Neural Networks for Image Restoration from the Magnitude of Its Fourier Transform
IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Bio-inspired Applications of Connectionism-Part II
Continuous-Time Relaxation Labeling Processes
EMMCVPR '99 Proceedings of the Second International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition
State-Space Model Based Labeling of Speech Signals
TSD '99 Proceedings of the Second International Workshop on Text, Speech and Dialogue
Pattern Recognition and Neural Networks
Machine Learning and Its Applications, Advanced Lectures
Continuous-time symmetric Hopfield nets are computationally universal
Neural Computation
CBMS '97 Proceedings of the 10th IEEE Symposium on Computer-Based Medical Systems (CBMS '97)
Advances in Engineering Software - Engineering computational technology
INBS '95 Proceedings of the First International Symposium on Intelligence in Neural and Biological Systems (INBS'95)
ICECT'03 Proceedings of the third international conference on Engineering computational technology
Solution of nonmonotone friction unilateral contact problems within a neural network environment
ICECT'03 Proceedings of the third international conference on Engineering computational technology
Probabilistic analysis of a differential equation for linear programming
Journal of Complexity
Support vector interval regression networks for interval regression analysis
Fuzzy Sets and Systems - Theme: Learning and modeling
On finding global optima for the hinge fitting problem
Computers and Operations Research
Journal of Global Optimization
Advances in Engineering Software - Special issue on engineering computational technology
On Convergence Conditions of an Extended Projection Neural Network
Neural Computation
An Extended Projection Neural Network for Constrained Optimization
Neural Computation
A Theory for Learning by Weight Flow on Stiefel-Grassman Manifold
Neural Computation
Neural network modelling of continuous microbial cultivation accounting for the memory effects
International Journal of Systems Science
A neural network for robust LCMP beamforming
Signal Processing - Fractional calculus applications in signals and systems
Plant identification via adaptive combination of transversal filters
Signal Processing - Signal processing in UWB communications
Neural Processing Letters
EURASIP Journal on Applied Signal Processing
Soft output decision convolutional (SONNA) decoders based on the application of neural networks
Engineering Applications of Artificial Intelligence
Hopfield Network as Static Optimizer: Learning the Weights and Eliminating the Guesswork
Neural Processing Letters
Intelligent computing for real-time solution of time-varying linear equations
International Journal of Intelligent Systems Technologies and Applications
Risk-sensitive loss functions for sparse multi-category classification problems
Information Sciences: an International Journal
ICCOM'05 Proceedings of the 9th WSEAS International Conference on Communications
ICCOM'05 Proceedings of the 9th WSEAS International Conference on Communications
Discrete neural network for solving general quadratic programming problems
ICS'05 Proceedings of the 9th WSEAS International Conference on Systems
Nonnegative matrix factorization with quadratic programming
Neurocomputing
Sparse coding via thresholding and local competition in neural circuits
Neural Computation
Neurodynamic Analysis for the Schur Decomposition of the Box Problems
Computational Intelligence and Security
Oil Price Forecasting with an EMD-Based Multiscale Neural Network Learning Paradigm
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part III: ICCS 2007
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
Stabilizing Lagrange-Type Nonlinear Programming Neural Networks
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
Development of the Multi-target Tracking Scheme Using Particle Filter
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
The Influence of Training Data Availability Time on Effectiveness of ANN Adaptation Process
ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
Stability Criteria with Less Variables for Neural Networks with Time-Varying Delay
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks
Coal and Gas Outburst Prediction Combining a Neural Network with the Dempster-Shafter Evidence
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks, Part II
Tank Model Coupled with an Artificial Neural Network
MICAI '08 Proceedings of the 7th Mexican International Conference on Artificial Intelligence: Advances in Artificial Intelligence
Criterion in selecting the clustering algorithm in radial basis functional link nets
WSEAS TRANSACTIONS on SYSTEMS
A blind source separation based cryptography scheme for mobile military communication applications
WSEAS TRANSACTIONS on COMMUNICATIONS
Motion planning in order to optimize the length and clearance applying a Hopfield neural network
Expert Systems with Applications: An International Journal
Forecasting in high order fuzzy times series by using neural networks to define fuzzy relations
Expert Systems with Applications: An International Journal
Control system for cogenerative power plants
AIC'08 Proceedings of the 8th conference on Applied informatics and communications
AIC'08 Proceedings of the 8th conference on Applied informatics and communications
ISICA '08 Proceedings of the 3rd International Symposium on Advances in Computation and Intelligence
Sequential triangle strip generator based on hopfield networks
Neural Computation
Expert Systems with Applications: An International Journal
Proceedings of the 4th International Symposium on Information, Computer, and Communications Security
A Simplified Neural Network for Linear Matrix Inequality Problems
Neural Processing Letters
Neural architectures optimization and genetic algorithms
WSEAS Transactions on Computers
A Neural Network Model for Solving Nonlinear Optimization Problems with Real-Time Applications
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part III
Emotion recognition using neural networks
NN'09 Proceedings of the 10th WSEAS international conference on Neural networks
NN'09 Proceedings of the 10th WSEAS international conference on Neural networks
Blind source separation for digital data protection
MAMECTIS'08 Proceedings of the 10th WSEAS international conference on Mathematical methods, computational techniques and intelligent systems
A discrete-time dynamic K-winners-take-all neural circuit
Neurocomputing
Journal of Computational and Applied Mathematics
The use of neural network approach in financial asset management
IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
A compact cooperative recurrent neural network for computing general constrained L1norm estimators
IEEE Transactions on Signal Processing
Subgradient-based neural networks for nonsmooth nonconvex optimization problems
IEEE Transactions on Neural Networks
A neural network approach to multiobjective and multilevel programming problems
Computers & Mathematics with Applications
A Self-Stabilizing Neural Algorithm for Total Least Squares Filtering
Neural Processing Letters
Comparative Study of the CG and HBF ODEs Used in the Global Minimization of Nonconvex Functions
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part I
Solving convex optimization problems using recurrent neural networks in finite time
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Theory and application of neural networks for 1/n rate convolutional decoders
Engineering Applications of Artificial Intelligence
Global asymptotically robust stability of cellular neural networks with time-varying delay
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
Delay-dependent exponential stability for a class of neural networks with time delays
Journal of Computational and Applied Mathematics
On a Stabilization Problem of Nonlinear Programming Neural Networks
Neural Processing Letters
Exploiting nonlinearity in adaptive signal processing
NOLISP'07 Proceedings of the 2007 international conference on Advances in nonlinear speech processing
Multilayer neuro-fuzzy network for short term electric load forecasting
CSR'08 Proceedings of the 3rd international conference on Computer science: theory and applications
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on game theory
A new one-layer neural network for linear and quadratic programming
IEEE Transactions on Neural Networks
The continuous hopfield networks (CHN) for the placement of the electronic circuits problem
WSEAS Transactions on Computers
Design of recurrent neural networks for solving constrained least absolute deviation problems
IEEE Transactions on Neural Networks
Multicriteria optimization for coordination of redundant robots using a dual neural network
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on gait analysis
Expert Systems with Applications: An International Journal
Generalized predictive control with adaptive model based on neural networks
NN'05 Proceedings of the 6th WSEAS international conference on Neural networks
Platform independent neural semi-inverse controller
NN'05 Proceedings of the 6th WSEAS international conference on Neural networks
NN'05 Proceedings of the 6th WSEAS international conference on Neural networks
A reference suite design for blind signal separation
SSIP'05 Proceedings of the 5th WSEAS international conference on Signal, speech and image processing
Adaptive control: the issue of short sampling period
SMO'05 Proceedings of the 5th WSEAS international conference on Simulation, modelling and optimization
ICCOM'06 Proceedings of the 10th WSEAS international conference on Communications
An educational tool for artificial neural networks
Computers and Electrical Engineering
Hardware implementation of an analog neural nonderivative optimizer
ICONIP'06 Proceedings of the 13th international conference on Neural information processing - Volume Part III
A Dual Neural Network for Kinematic Control of Redundant Manipulators Using Input Pattern Switching
Journal of Intelligent and Robotic Systems
Solving sudoku puzzles by using hopfield neural networks
ICACM'11 Proceedings of the 2011 international conference on Applied & computational mathematics
Simulated annealing for optimal ship routing
Computers and Operations Research
A new neural network for solving nonlinear programming problems
ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part I
Fuzzy modeling of digital products pricing in the virtual marketplace
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part I
Calibrating artificial neural networks by global optimization
Expert Systems with Applications: An International Journal
Stability of impulsive Hopfield neural networks with Markovian switching and time-varying delays
International Journal of Applied Mathematics and Computer Science - Semantic Knowledge Engineering
A recurrent neural network for linear fractional programming with bound constraints
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
A neural network for constrained saddle point problems: an approximation approach
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
Adaptive data association for multi-target tracking using relaxation
ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I
A recurrent neural network for extreme eigenvalue problem
ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I
Research on reservation allocation decision method based on neural network
ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part III
Principal component analysis (PCA) for data fusion and navigation of mobile robots
ISI'05 Proceedings of the 2005 IEEE international conference on Intelligence and Security Informatics
An online method for detecting nonlinearity within a signal
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
Evolutionary computation and its applications in neural and fuzzy systems
Applied Computational Intelligence and Soft Computing
A neural network for the linear complementarity problem
Mathematical and Computer Modelling: An International Journal
A recurrent neural network for computing pseudoinverse matrices
Mathematical and Computer Modelling: An International Journal
Construction of computer system for microobjects recognition based on neural networks
CASC'07 Proceedings of the 10th international conference on Computer Algebra in Scientific Computing
A model of analogue K-winners-take-all neural circuit
Neural Networks
Unveiling relevant non-motor Parkinson's disease severity symptoms using a machine learning approach
Artificial Intelligence in Medicine
A new back-propagation neural network optimized with cuckoo search algorithm
ICCSA'13 Proceedings of the 13th international conference on Computational Science and Its Applications - Volume 1
A novel iterative method for computing generalized inverse
Neural Computation
Recurrent networks for compressive sampling
Neurocomputing
Artificial Intelligence Review
Information Sciences: an International Journal
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From the Publisher:Artificial neural networks can be employed to solve a wide spectrum of problems in optimization, parallel computing, matrix algebra and signal processing. Taking a computational approach, this book explains how ANNs provide solutions in real time, and allow the visualization and development of new techniques and architectures. Features include a guide to the fundamental mathematics of neurocomputing, a review of neural network models and an analysis of their associated algorithms, and state-of-the-art procedures to solve optimization problems. Computer simulation programs MATLAB, TUTSIM and SPICE illustrate the validity and performance of the algorithms and architectures described. The authors encourage the reader to be creative in visualizing new approaches and detail how other specialized computer programs can evaluate performance. Each chapter concludes with a short bibliography. Illustrative worked examples, questions and problems assist self study. The authors' self-contained approach will appeal to a wide range of readers, including professional engineers working in computing, optimization, operational research, systems identification and control theory. Undergraduate and postgraduate students in computer science, electrical and electronic engineering will also find this text invaluable. In particular, the text will be ideal to supplement courses in circuit analysis and design, adaptive systems, control systems, signal processing and parallel computing.