Creating artificial neural networks that generalize

Constructive higher-order network that is polynomial time

Neural Networks

Methods to speed up error back-propagation learning algorithm

ACM Computing Surveys (CSUR)

Noise injection: theoretical prospects

Neural Computation

Predictive neural networks for learning the time course of blood glucose levels from the complex interaction of counterregulatory hormones

Neural Computation

A Simple Neural Network Pruning Algorithm with Application to Filter Synthesis

Neural Processing Letters

Neural Network Modelling with Input Uncertainty: Theory and Application

Journal of VLSI Signal Processing Systems

An approach to guaranteeing generalisation in neural networks

Neural Networks

Generalization by Neural Networks

IEEE Transactions on Knowledge and Data Engineering

Developmental constraints aid the acquisition of binocular disparity sensitivities

Neural Computation

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

Neural and rough set based data mining methods in engineering

Handbook of data mining and knowledge discovery

Artificial neural networks to classify mean shifts from multivariate χ2 chart signals

Computers and Industrial Engineering

A novel approach for estimation of optimal embedding parameters of nonlinear time series by structural learning of neural network

Neurocomputing

Excessive Noise Injection Training of Neural Networks for Markerless Tracking in Obscured and Segmented Environments

Neural Computation

A neural network ensemble method with jittered training data for time series forecasting

Information Sciences: an International Journal

Improved generalization of neural classifiers with enforced internal representation

Neurocomputing

Nondeterministic Discretization of Weights Improves Accuracy of Neural Networks

ECML '07 Proceedings of the 18th European conference on Machine Learning

A learning automata-based algorithm for determination of the number of hidden units for three-layer neural networks

International Journal of Systems Science

Kernel Methods in Computer Vision

Foundations and Trends® in Computer Graphics and Vision

A study of the effect of noise injection on the training of artificial neural networks

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks

A neural network pruning approach based on compressive sampling

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks

Improved version of hybrid neural-genetic algorithm to increase the efficiency of neural network

Proceedings of the International Conference and Workshop on Emerging Trends in Technology

Hidden neuron pruning of multilayer perceptrons using a quantified sensitivity measure

Neurocomputing

Generation and simplification of Artificial Neural Networks by means of Genetic Programming

Neurocomputing

Parallel sequential running neural network and its application to automatic speech recognition

ICASSP'92 Proceedings of the 1992 IEEE international conference on Acoustics, speech and signal processing - Volume 1

The effect of bottlenecks on generalisation in backpropagation neural networks

ICONIP'10 Proceedings of the 17th international conference on Neural information processing: models and applications - Volume Part II

Stacked Denoising Autoencoders: Learning Useful Representations in a Deep Network with a Local Denoising Criterion

The Journal of Machine Learning Research

Dealing with limited data in ballistic impact scenarios: an empirical comparison of different neural network approaches

Applied Intelligence

Comparison of evolutionary computation techniques for noise injected neural network training to estimate longitudinal dispersion coefficients in rivers

Expert Systems with Applications: An International Journal

Hidden node pruning of multilayer perceptrons based on redundancy reduction

ICHIT'11 Proceedings of the 5th international conference on Convergence and hybrid information technology

NeuralSens: A neural network based framework to allow dynamic adaptation in wireless sensor and actor networks

Journal of Network and Computer Applications

Towards designing modular recurrent neural networks in learning protein secondary structures

Expert Systems with Applications: An International Journal

An evolutionary constructive and pruning algorithm for artificial neural networks and its prediction applications

Neurocomputing

Multilayer perceptron classification of unknown volatile chemicals from the firing rates of insect olfactory sensory neurons and its application to biosensor design

Neural Computation

Evolutionary artificial neural networks: a review

Artificial Intelligence Review