A study of recurrent neural networks for grammatical inference

• Main Author: Tan, Poy Boon.
• Other Authors: Chen, Li Hui
• Format: Theses and Dissertations
• Language: English
• Published: 2009
• Subjects: DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems
• Online Access: http://hdl.handle.net/10356/19577
• Institution: Nanyang Technological University

The objective of this thesis is twofold. Firstly, we want to study the potential of recurrent neural networks as inference engines for discovering rules generated by unknown grammars under the formal language hierarchy. Secondly, we wish to explore the (in)capabilities of recurrent networks for lear...