Subsymbolic natural language processing : an integrated model of scripts, lexicon, and memory - by Risto Miikkulainen.

Publisher: MIT Press, Cambridge, Mass., ©1993

Series: Neural network modeling and connectionism.

Physical Description: xii, 391 pages : illustrations ; 8vo.

Contents:

Pt. I. Overview

Ch. 1. Introduction

Ch. 2. Background

Ch. 3. Overview of DISCERN

Pt. II. Processing Mechanisms

Ch. 4. Backpropagation Networks

Ch. 5. Developing Representations in FGREP Modules

Ch. 6. Building from FGREP Modules

Pt. III. Memory Mechanisms

Ch. 7. Self-Organizing Feature Maps

Ch. 8. Episodic Memory Organization: Hierarchical Feature Maps

Ch. 9. Episodic Memory Storage and Retrieval: Trace Feature Maps

Ch. 10. Lexicon

Pt. IV. Evaluation

Ch. 11. Behavior of the Complete Model

Ch. 12. Discussion

Ch. 13. Comparison to Related Work

Ch. 14. Extensions and Future Work

Ch. 15. Conclusions

Appendix B Implementation Details

Appendix C Instructions for Obtaining the DISCERN Software