Learning with Recurrent Neural Networks

On the Generalization Ability of Recurrent Networks

ICANN '01 Proceedings of the International Conference on Artificial Neural Networks

Genetic Evolution Processing of Classification

IEEE Transactions on Knowledge and Data Engineering

Breeding swarms: a new approach to recurrent neural network training

GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation

Recursive self-organizing network models

Neural Networks - 2004 Special issue: New developments in self-organizing systems

Universal Approximation Capability of Cascade Correlation for Structures

Neural Computation

Introduction: Special issue on neural networks and kernel methods for structured domains

Neural Networks - Special issue on neural networks and kernel methods for structured domains

From Hopfield nets to recursive networks to graph machines: numerical machine learning for structured data

Theoretical Computer Science

Probabilistic based recursive model for adaptive processing of data structures

Expert Systems with Applications: An International Journal

Efficient Computation of Recursive Principal Component Analysis for Structured Input

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

A preliminary empirical comparison of recursive neural networks and tree kernel methods on regression tasks for tree structured domains

Neurocomputing

Experimental comparison of recursive self-organizing maps for processing tree-structured data

Neurocomputing

Recursive principal component analysis of graphs

ICANN'07 Proceedings of the 17th international conference on Artificial neural networks

Perspectives of self-adapted self-organizing clustering in organic computing

BioADIT'06 Proceedings of the Second international conference on Biologically Inspired Approaches to Advanced Information Technology

Recurrent networks for structured data - A unifying approach and its properties

Cognitive Systems Research

Patch processing for relational learning vector quantization

ISNN'12 Proceedings of the 9th international conference on Advances in Neural Networks - Volume Part I

Tree Echo State Networks

Neurocomputing