HYBRID SYSTEMS RESOURCES

• An introduction to hybrid systems (by Ron Sun, an entry in International Encyclopedia of Social and Behavioral Sciences)
• Surveys of hybrid systems:
  • An article by Ron Sun: Hybrid systems and connectionist implementationalism (appeared in: Encyclopedia of Cognitive Science, pp.697-703. Nature Publishing Group (MacMillan). 2002),
  • An article by Ron Sun (appeared in: Connectionist-Symbolic Integration. Lawrence Erlbaum Associates. 1997),
  • An article by S. Wermter and R. Sun (appeared in: S. Wermter and R. Sun, eds. Hybrid Neural Systems. Springer-Verlag, Heidelberg. 2000) (PDF),
  • An article by A. Browne and R. Sun (appeared in: Expert Systems, Vol.16, No.3, 189-207. 1999),
  • Another article by A. Browne and R. Sun (appeared in: Neural Networks, 2001).
  • An article by McGarry et al. (appeared in: Neural Computing Surveys)

• The 1994 Bibliography on Connectionist Symbolic Integration (edited by Ron Sun, appeared in the book Computational Architectures Integrating Symbolic and Connectionist Processing. published by Kluwer).

• The on-line Bibliography on Connectionist/Symbolist Integration from Lehigh

• Hybrid model resources from Lehigh. Or here.

• Hybrid model resources from Iowa State U.

• Hybrid model for control from Universität Trier

• Hybrid systems sites from NUS

• Hybrid systems FAQ from Otago

• Neural-symbolic.org

• Evolutionary design of neural architectures:
  • A preliminary taxonomy and guide to literature by Balakrishnan, K. and Honavar, V. (Postscript File).
  • EDNA bibliography (.bib File) by V. Honavar
    
    
• Neuro-fuzzy systems: review and prospects. by Detlef Nauck (1997)

• Neural Fuzzy Systems by Robert Fullé (1995)

• Hybrid Reinforcement Learning

• Ron Sun's publication in this area. See also http://www.cogsci.rpi.edu/~rsun
  

• Hybrid List

Journals:

• International Journal of Hybrid Intelligent Systems
• Cognitive Systems Research

Recent conferences, workshops, and/or journal special issues:

• Integration of symbolic and connectionist systems. Special issue of the journal Cognitive Systems Research, 2001
• The IJCAI'99 Workshop on Neural, Symbolic, and Reinforcement Methods for Sequence Learning. during IJCAI'99, Stockholm, 1999.
• The NIPS Workshop on Hybrid Neural Symbolic Integration. during NIPS'98. 1998.
• The special issue of IEEE TNN on Neural Networks and Hybrid Intelligent Models. 1998.
• The Workshop on Computational Cognitive Modeling: The Source of Power. during AAAI'96 in Portland, Oregon. 1996.
• The Workshop on Connectionist Symbolic Integration. during IJCAI'95 in Montreal, Canada. 1995.

Books

• Sequence Learning: Paradigms, Algorithms, and Applications. published by Springer-Verlag. 2000.

 

• Duality of the Mind. published by Lawrence Erlbaum Associates, 2000.

 

• Integrating Rules and Connectionism for Robust Commonsense Reasoning. published by John Wiley and Sons, 1995.


 

• Hybrid Neural Systems. published by Springer-Verlag, Heidelberg. 2000.


 

• Connectionist Symbolic Integration. published by Lawrence Erlbaum Associates, 1997.


 

• Computational Architectures Integrating Symbolic and Connectionist Processing. published by Kluwer Academic Publishers.