MLP in layer-wise form with applications to weight decay
Neural Computation
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
The Bottom-Up Freezing: An Approach to Neural Engineering
AI '01 Proceedings of the 14th Biennial Conference of the Canadian Society on Computational Studies of Intelligence: Advances in Artificial Intelligence
Genetic design of discrete dynamical basis networks that approximate data sequences and functions
International Journal of Systems Science
UBDM '05 Proceedings of the 1st international workshop on Utility-based data mining
A Modified Backpropagation Training Algorithm for Feedforward Neural Networks
Neural Processing Letters
Neural network material model enhancement: Optimization through selective data removal
Artificial Intelligence for Engineering Design, Analysis and Manufacturing
Computers and Electronics in Agriculture
Designing work breakdown structures using modular neural networks
Decision Support Systems
Neural nets versus conventional techniques in credit scoring in Egyptian banking
Expert Systems with Applications: An International Journal
Web proxy cache replacement scheme based on back-propagation neural network
Journal of Systems and Software
Feature Selection Using Artificial Neural Networks
MICAI '08 Proceedings of the 7th Mexican International Conference on Artificial Intelligence: Advances in Artificial Intelligence
Spike-timing error backpropagation in theta neuron networks
Neural Computation
Improvement of the neural network proxy cache replacement strategy
SpringSim '09 Proceedings of the 2009 Spring Simulation Multiconference
Conservation of information in search: measuring the cost of success
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Model identification and state estimation in grid systems
Cybernetics and Systems Analysis
Neural network constitutive model for rate-dependent materials
Computers and Structures
Training of NNPCR-2: an improved neural network proxy cache replacement strategy
SPECTS'09 Proceedings of the 12th international conference on Symposium on Performance Evaluation of Computer & Telecommunication Systems
Mental Tasks Classification for a Noninvasive BCI Application
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part II
Detection of Failures in Civil Structures Using Artificial Neural Networks
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part II
Bernoulli's principle of insufficient reason and conservation of information in computer search
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Temperature cycling on simulated annealing for neural network learning
MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence
Evolutionary multi-objective optimization of spiking neural networks
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Emission analysis of a fluidized bed boiler by using self-organizing maps
ICANNGA'09 Proceedings of the 9th international conference on Adaptive and natural computing algorithms
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Autonomous generation of internal representations for associative learning
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part III
Expert Systems with Applications: An International Journal
Letters: A neural network approach for data masking
Neurocomputing
An Investigation into the Use of Intelligent Systems for Currency Trading
Computational Economics
Robust object segmentation using genetic optimization of morphological processing chains
SSIP'05 Proceedings of the 5th WSEAS international conference on Signal, speech and image processing
Performance prediction of a parallel Monte Carlo application: a neural network approach
EC'05 Proceedings of the 6th WSEAS international conference on Evolutionary computing
A methodology for learning players| styles from game records
International Journal of Artificial Intelligence and Soft Computing
A neural network based methodology for performance evaluation of parallel systems
AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence
Review: Neural Networks to model the innovativeness perception of co-creative firms
Expert Systems with Applications: An International Journal
Visualizing clusters in artificial neural networks using Morse theory
Advances in Artificial Neural Systems
Let a biogeography-based optimizer train your Multi-Layer Perceptron
Information Sciences: an International Journal
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From the Publisher:Artificial neural networks are nonlinear mapping systems whose structure is loosely based on principles observed in the nervous systems of humans and animals. The basic idea is that massive systems of simple units linked together in appropriate ways can generate many complex and interesting behaviors. This book focuses on the subset of feedforward artificial neural networks called multilayer perceptions (MLP). These are the most widely used neural networks, with applications as diverse as finance (forecasting), manufacturing (process control), and science (speech and image recognition). This book presents an extensive and practical overview of almost every aspect of MLP methodology, progressing from an initial discussion of what MLPs are and how they might be used to an in-depth examination of technical factors affecting performance. The book can be used as a tool kit by readers interested in applying networks to specific problems, yet it also presents theory and references outlining the last ten years of MLP research.