Expert system technology for nondestructive waste assay
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
Parsimonious Least Norm Approximation
Computational Optimization and Applications
Self-replicating and self-repairing multicellular automata
Artificial Life - Special issue on self-replication
A Constructive Approach to Calculating Lower Entropy Bounds
Neural Processing Letters
Computational Economics - Computational Studies at Stanford
Single-Iteration Training Algorithm for Multi-Layer Feed-Forward Neural Networks
Neural Processing Letters
Dynamics of a Classical Conditioning Model
Autonomous Robots
Mathematical Programming in Data Mining
Data Mining and Knowledge Discovery
A Generalized Model for Predictive Data Mining
Information Systems Frontiers
A Neural Network Approach to the Frictionless Grasping Problem
Journal of Intelligent and Robotic Systems
Pattern Classification by Linear Goal Programming and its Extensions
Journal of Global Optimization
Journal of Global Optimization
Agglomerative Learning Algorithms for General Fuzzy Min-Max Neural Network
Journal of VLSI Signal Processing Systems
Spatial understanding and temporalcorrelation for a mobile robot
Spatial Cognition and Computation
Randomized Algorithms: A System-Level, Poly-Time Analysis of Robust Computation
IEEE Transactions on Computers
Linguistic neurocomputing: the design of neural networks in the framework of fuzzy sets
Fuzzy Sets and Systems - Clustering and modeling
Deterministic convergence of an online gradient method for neural networks
Journal of Computational and Applied Mathematics - Selected papers of the international symposium on applied mathematics, August 2000, Dalian, China
Machines that learn to play games
A Reinforcement Learning Algorithm Applied to Simplified Two-Player Texas Hold'em Poker
EMCL '01 Proceedings of the 12th European Conference on Machine Learning
Artificial Neural Network Learning: A Comparative Review
SETN '02 Proceedings of the Second Hellenic Conference on AI: Methods and Applications of Artificial Intelligence
Increasing the Biological Inspiration of Neural Networks
WIRN VIETRI 2002 Proceedings of the 13th Italian Workshop on Neural Nets-Revised Papers
Neural Network Based Classifers for a Vast Amount of Data
PAKDD '99 Proceedings of the Third Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining
An Efficient Hardware Implementation of Feed-Forward Neural Networks
Proceedings of the 14th International conference on Industrial and engineering applications of artificial intelligence and expert systems: engineering of intelligent systems
Data-Driven Theory Refinement Using KBDistAl
IDA '99 Proceedings of the Third International Symposium on Advances in Intelligent Data Analysis
Optimization methods in massive data sets
Handbook of massive data sets
AI and Simulation-Based Techniques for the Assessment of Supply Chain Logistic Performance
ANSS '03 Proceedings of the 36th annual symposium on Simulation
Using neural networks to predict the design load of cold-formed steel compression members
Advances in Engineering Software - Engineering computational technology
An algorithm of supervised learning for multilayer neural networks
Neural Computation
A Trigonometric Mutation Operation to Differential Evolution
Journal of Global Optimization
Neural identification for critical flutter load of a polar-orthotropic annular plate
ICAAICSE '01 Proceedings of the sixth international conference on Application of artificial intelligence to civil & structural engineering
ICECT'03 Proceedings of the third international conference on Engineering computational technology
Prior knowledge and preferential structures in gradient descent learning algorithms
The Journal of Machine Learning Research
On finding global optima for the hinge fitting problem
Computers and Operations Research
A Keyword-Based Semantic Prefetching Approach in Internet News Services
IEEE Transactions on Knowledge and Data Engineering
ICPR '98 Proceedings of the 14th International Conference on Pattern Recognition-Volume 2 - Volume 2
An Efficient Hardware Implementation of Feed-Forward Neural Networks
Applied Intelligence
FSM--based power modeling of wireless protocols: the case of bluetooth
Proceedings of the 2004 international symposium on Low power electronics and design
Interactive estimation of agent-based financial markets models: modularity and learning
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Use of Support Vector Machines and Neural Network in Diagnosis of Neuromuscular Disorders
Journal of Medical Systems
Applying neural network to reconstruct nonlinear dynamical systems
WISICT '05 Proceedings of the 4th international symposium on Information and communication technologies
How Online Learning Approaches Ornstein Uhlenbeck Processes
Neural Processing Letters
An RCE-based Associative Memory with Application to Human Face Recognition
Neural Processing Letters
Unsupervised learning techniques for fine-tuning fuzzy cognitive map causal links
International Journal of Human-Computer Studies
A learning algorithm based estimation method for maintenance cost of product concepts
Computers and Industrial Engineering
Category-Specific Semantic Deficits in Focal and Widespread Brain Damage: A Computational Account
Journal of Cognitive Neuroscience
Adaptive learning of fuzzy BSB and GBSB neural models
Cybernetics and Systems Analysis
Application of ANN to thermistor based temperature measurement systems
International Journal of Knowledge-based and Intelligent Engineering Systems
Facing classification problems with Particle Swarm Optimization
Applied Soft Computing
Environmental Modelling & Software
Computer Methods and Programs in Biomedicine
Neural networks deterioration models for serviceability condition of buried stormwater pipes
Engineering Applications of Artificial Intelligence
The exploration of consumers' behavior in choosing hospital by the application of neural network
Expert Systems with Applications: An International Journal
An in-process customer utility prediction system for product conceptualisation
Expert Systems with Applications: An International Journal
A general framework for fuzzy morphological associative memories
Fuzzy Sets and Systems
Greenhouse modeling using neural networks
AIKED'07 Proceedings of the 6th Conference on 6th WSEAS Int. Conf. on Artificial Intelligence, Knowledge Engineering and Data Bases - Volume 6
NN'06 Proceedings of the 7th WSEAS International Conference on Neural Networks
Model reference neural predictive controller for induction motor drive
ICS'05 Proceedings of the 9th WSEAS International Conference on Systems
Improving behavioral based job assignment by using radial basis function network
ISTASC'06 Proceedings of the 6th WSEAS International Conference on Systems Theory & Scientific Computation
Journal of Medical Systems
Expert Systems with Applications: An International Journal
A Context-Driven Bayesian Classification Method for Eye Location
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part II
Optimized Associative Memories for Feature Selection
IbPRIA '07 Proceedings of the 3rd Iberian conference on Pattern Recognition and Image Analysis, Part I
Mining Software Aging Patterns by Artificial Neural Networks
ANNPR '08 Proceedings of the 3rd IAPR workshop on Artificial Neural Networks in Pattern Recognition
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part II
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
A data-mining approach for product conceptualization in a web-based architecture
Computers in Industry
The Ergonomic Analysis of the Workplace of Physically Disabled Individuals
Gesture-Based Human-Computer Interaction and Simulation
Control of a differentially driven mobile robot using radial basis function based neural networks
WSEAS Transactions on Systems and Control
Computer Methods and Programs in Biomedicine
Applied Soft Computing
Engineering Applications of Artificial Intelligence
Engineering Applications of Artificial Intelligence
CONTROL'08 Proceedings of the 4th WSEAS/IASME international conference on Dynamical systems and control
Reconfigurable Hardware Architecture for Compact and Efficient Stochastic Neuron
IWANN '03 Proceedings of the 7th International Work-Conference on Artificial and Natural Neural Networks: Part II: Artificial Neural Nets Problem Solving Methods
Simulation Analysis Using Multi-Agent Systems for Social Norms
Computational Economics
Chain: a dynamic double auction framework for matching patient agents
Journal of Artificial Intelligence Research
Expert Systems with Applications: An International Journal
Toward a Generic Framework for Modeling Human Behaviors in Crowd Simulation
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 02
Application of internal model control methods to industrial combustion
Applied Soft Computing
A new hybrid method using evolutionary algorithms to train Fuzzy Cognitive Maps
Applied Soft Computing
A learning algorithm based estimation method for maintenance cost of product concepts
Computers and Industrial Engineering
Reinforcement learning versus model predictive control: a comparison on a power system problem
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
IEEE Transactions on Neural Networks
Large memory capacity in chaotic artificial neural networks: a view of the anti-integrable limit
IEEE Transactions on Neural Networks
Expert Systems with Applications: An International Journal
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part I
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part II
Using relative movement to support ANN-based stock forecasting in Thai stock market
International Journal of Electronic Finance
Genetic algorithm-trained radial basis function neural networks for modelling photovoltaic panels
Engineering Applications of Artificial Intelligence
IEEE Transactions on Neural Networks
Predicting stock trends through technical analysis and nearest neighbor classification
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Neural generalized predictive control with reference control model for an induction motor drive
Control and Intelligent Systems
Cryptanalysis of an identification scheme based on the permuted perceptron problem
EUROCRYPT'99 Proceedings of the 17th international conference on Theory and application of cryptographic techniques
IWANN'03 Proceedings of the Artificial and natural neural networks 7th international conference on Computational methods in neural modeling - Volume 1
PRICAI'00 Proceedings of the 6th Pacific Rim international conference on Artificial intelligence
Computers and Industrial Engineering
Image compression using wavelet support vector machines
ICIC'07 Proceedings of the intelligent computing 3rd international conference on Advanced intelligent computing theories and applications
Fast retraining of artificial neural networks
RSFDGrC'03 Proceedings of the 9th international conference on Rough sets, fuzzy sets, data mining, and granular computing
Cascade-connected ANN structures for indoor WLAN positioning
IDEAL'09 Proceedings of the 10th international conference on Intelligent data engineering and automated learning
Expert Systems with Applications: An International Journal
Large-scale pattern storage and retrieval using generalized brain-state-in-a-box neural networks
IEEE Transactions on Neural Networks
An expert system for perfume selection using artificial neural network
Expert Systems with Applications: An International Journal
Bottom-up design patterns and the energy web
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
A novel clustering approach: Artificial Bee Colony (ABC) algorithm
Applied Soft Computing
Information and Software Technology
Training of RFB neural networks using a full-genetic approach
WSEAS Transactions on Information Science and Applications
Information processing in complex networks
IEEE Circuits and Systems Magazine - Special issue on complex networks applications in circuits and systems
Uncertainty treatment using paraconsistent logic: introducing paraconsistent artificial neural networks
A reliable resilient backpropagation method with gradient ascent
ICIC'06 Proceedings of the 2006 international conference on Intelligent computing: Part II
Creep feed grinding optimization by an integrated GA-NN system
Journal of Intelligent Manufacturing
AICI'10 Proceedings of the 2010 international conference on Artificial intelligence and computational intelligence: Part II
Simulating multiple class urban land-use/cover changes by RBFN-based CA model
Computers & Geosciences
Expert Systems with Applications: An International Journal
Binding machine learning models and OPC technology for evaluating solar energy systems
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part III
A functional-commercial analysis strategy for product conceptualization
Expert Systems with Applications: An International Journal
Minimum singular value estimation of bipolar matrices
ICCOMP'06 Proceedings of the 10th WSEAS international conference on Computers
Generalized predictive control with a non-linear autoregressive model
ACMOS'05 Proceedings of the 7th WSEAS international conference on Automatic control, modeling and simulation
Generalized predictive control with a non-linear autoregressive model
ACMOS'05 Proceedings of the 7th WSEAS international conference on Automatic control, modeling and simulation
A way to aggregate multilayer neural networks
ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
Brainy: effective selection of data structures
Proceedings of the 32nd ACM SIGPLAN conference on Programming language design and implementation
Comparisons of single- and multiple-hidden-layer neural networks
ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part I
Representing boolean functions using polynomials: more can offer less
ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part III
Modeling batch annealing process using data mining techniques for cold rolled steel sheets
Proceedings of the First International Workshop on Data Mining for Service and Maintenance
Wavelet Neural Network Approach for Testing of Switched-Current Circuits
Journal of Electronic Testing: Theory and Applications
Binding statistical and machine learning models for short-term forecasting of global solar radiation
IDA'11 Proceedings of the 10th international conference on Advances in intelligent data analysis X
A quality-time-cost-oriented strategy for product conceptualization
Advanced Engineering Informatics
On the Number of Two-Dimensional Threshold Functions
SIAM Journal on Discrete Mathematics
Image context-driven eye location using the hybrid network of k-means and RBF
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part II
Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies
A multi-scale and multi-pose face detection system
ICAPR'05 Proceedings of the Third international conference on Pattern Recognition and Image Analysis - Volume Part II
Deterministic convergence of an online gradient method with momentum
ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I
International Journal of Business Information Systems
Collaborative filtering using associative neural memory
ITWP'03 Proceedings of the 2003 international conference on Intelligent Techniques for Web Personalization
General suppression control framework: application in self-balancing robots
ICARIS'05 Proceedings of the 4th international conference on Artificial Immune Systems
Artificial neural networks in smart homes
Designing Smart Homes
Neuro-control of vibration for a maglev vehicle traveling at high speeds
ACMOS'09 Proceedings of the 11th WSEAS international conference on Automatic control, modelling and simulation
CIARP'11 Proceedings of the 16th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Evaluation of particle swarm optimization effectiveness in classification
WILF'05 Proceedings of the 6th international conference on Fuzzy Logic and Applications
Power management for bluetooth sensor networks
EWSN'06 Proceedings of the Third European conference on Wireless Sensor Networks
Brief paper: Controllability of Boolean control networks via the Perron-Frobenius theory
Automatica (Journal of IFAC)
Autonomous construction of ecologically and socially relevant semantics
Cognitive Systems Research
Mathematical and Computer Modelling: An International Journal
Neural network based modelling of environmental variables: A systematic approach
Mathematical and Computer Modelling: An International Journal
A framework for post-event timeline reconstruction using neural networks
Digital Investigation: The International Journal of Digital Forensics & Incident Response
Multi-system-multi-operator localization in PLMN using neural networks
International Journal of Communication Systems
Dynamics model abstraction scheme using radial basis functions
Journal of Control Science and Engineering - Special issue on Dynamic Neural Networks for Model-Free Control and Identification
ISNN'12 Proceedings of the 9th international conference on Advances in Neural Networks - Volume Part I
Near-Optimal evaluation of network survivability under multi-stage attacks
IEA/AIE'12 Proceedings of the 25th international conference on Industrial Engineering and Other Applications of Applied Intelligent Systems: advanced research in applied artificial intelligence
Automatic Programming of Morphological Machines by PAC Learning
Fundamenta Informaticae
Hierarchical ANN system for stuttering identification
Computer Speech and Language
Cost estimation of plastic injection molding parts through integration of PSO and BP neural network
Expert Systems with Applications: An International Journal
Differential Evolution for automatic rule extraction from medical databases
Applied Soft Computing
Pattern Recognition and Image Analysis
Simulation aided, knowledge based routing for AGVs in a distribution warehouse
Proceedings of the Winter Simulation Conference
Observability of Boolean networks: A graph-theoretic approach
Automatica (Journal of IFAC)
Symbolic dynamics of Boolean control networks
Automatica (Journal of IFAC)
ISNN'13 Proceedings of the 10th international conference on Advances in Neural Networks - Volume Part I
Transactions on Computational Collective Intelligence IX
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From the Publisher:As book review editor of the IEEE Transactions on Neural Networks, Mohamad Hassoun has had the opportunity to assess the multitude of books on artificial neural networks that have appeared in recent years. Now, in Fundamentals of Artificial Neural Networks, he provides the first systematic account of artificial neural network paradigms by identifying clearly the fundamental concepts and major methodologies underlying most of the current theory and practice employed by neural network researchers. Such a systematic and unified treatment, although sadly lacking in most recent texts on neural networks, makes the subject more accessible to students and practitioners. Here, important results are integrated in order to more fully explain a wide range of existing empirical observations and commonly used heuristics. There are numerous illustrative examples, over 200 end-of-chapter analytical and computer-based problems that will aid in the development of neural network analysis and design skills, and a bibliography of nearly 700 references. Proceeding in a clear and logical fashion, the first two chapters present the basic building blocks and concepts of artificial neural networks and analyze the computational capabilities of the basic network architectures involved. Supervised, reinforcement, and unsupervised learning rules in simple nets are brought together in a common framework in chapter three. The convergence and solution properties of these learning rules are then treated mathematically in chapter four, using the "average learning equation" analysis approach. This organization of material makes it natural to switch into learning multilayer nets using backpropand its variants, described in chapter five. Chapter six covers most of the major neural network paradigms, while associative memories and energy minimizing nets are given detailed coverage in the next chapter. The final chapter takes up Boltzmann machines and Boltzmann learning along with other global search/optimization algorithms such as stochastic gradient search, simulated annealing, and genetic algorithms.