C. Lee Giles <giles @ research . nj . nec . com> (email mangled to prevent spamming) NEC Research Institute 4 Independence Way Princeton, NJ 08540 USA
Abstract:
This is my selected latex Bibliography on recurrent neural networks (RNNs) and their processing of temporal information. Most RNNs referenced are dynamically-driven and not of the relaxation variety.
Keywords:
applications; architectures; types of recurrence, memory, tapped-delays; learning algorithms; computational and representation capabilities; general dynamical properties their relationships to and learnability of automata, grammars, and sequential machines knowledge extraction, insertion and refinement; temporal sequence learning; pruning and growing methods; noise insertion;
Author Comments:
Further entries of related work are welcomed and solicited.
