Skeletonization: a technique for trimming the fat from a network via relevance assessment

Original Contribution: Computer aided neural network engineering

Neural Networks

Constructive higher-order network that is polynomial time

Neural Networks

Flat minima

Neural Computation

A penalty-function approach for pruning feedforward neural networks

Neural Computation

Controlling hidden layer capacity through lateral connections

Neural Computation

A systematic and effective supervised learning mechanism based on Jacobian rank deficiency

Neural Computation

Discriminant component pruning: regularization and interpretation of multilayered backpropagation networks

Neural Computation

Dynamic Schedule for Effective On-Line Connection Pruning

Neural Processing Letters

Advances in Feedforward Neural Networks: Demystifying Knowledge Acquiring Black Boxes

IEEE Transactions on Knowledge and Data Engineering

Model Complexity and Algorithm Selection in Classification

DS '02 Proceedings of the 5th International Conference on Discovery Science

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

Discovery of comprehensible symbolic rules in a neural network

INBS '95 Proceedings of the First International Symposium on Intelligence in Neural and Biological Systems (INBS'95)

Designing neural network architectures for pattern recognition

The Knowledge Engineering Review

Automatic Generation of Initial Weights and Estimation of Hidden Units for Pattern Classification Using Neural Networks

ICPR '98 Proceedings of the 14th International Conference on Pattern Recognition-Volume 2 - Volume 2

New training strategies for constructive neural networks with application to regression problems

Neural Networks

An alternative approach for neural network evolution with a genetic algorithm: Crossover by combinatorial optimization

Neural Networks

Pruning with replacement on limited resource allocating networks by f-projections

Neural Computation

Variable Selection for Multivariate Time Series Prediction with Neural Networks

Neural Information Processing

An Improved Connectionist Translator between Natural Languages

IBERAMIA '08 Proceedings of the 11th Ibero-American conference on AI: Advances in Artificial Intelligence

Automatic Size Determination of Codifications for the Vocabularies of the RECONTRA Connectionist Translator*

IWANN '03 Proceedings of the 7th International Work-Conference on Artificial and Natural Neural Networks: Part II: Artificial Neural Nets Problem Solving Methods

Letters: Design and implementation of a neural network controller for real-time adaptive voltage regulation

Neurocomputing

A neural network pruning approach based on compressive sampling

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

Divide and Conquer Neural Networks

Neural Networks

Hidden neuron pruning of multilayer perceptrons using a quantified sensitivity measure

Neurocomputing

A framework for integrating fault diagnosis and incremental knowledge acquisition in connectionist expert systems

AAAI'92 Proceedings of the tenth national conference on Artificial intelligence

Convergence analysis of sliding mode trajectories in multi-objective neural networks learning

Neural Networks

Hierarchical ANN system for stuttering identification

Computer Speech and Language