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Logic Programs and Connectionist Networks (2004)  (Make Corrections)  (9 citations)
Pascal Hitzler, Steffen Hölldobler, Anthony Karel Seda



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Abstract: One facet of the question of integration of Logic and Connectionist Systems, and how these can complement each other, concerns the points of contact, in terms of semantics, between neural networks and logic programs. In this paper, we show that certain semantic operators for propositional logic programs can be computed by feedforward connectionist networks, and that the same semantic operators for first-order normal logic programs can be approximated by feedforward connectionist networks. ... (Update)

Cited by:   More
Integrating First-Order Logic Programs and Connectionist.. - Bader, Hitzler, Witzel (2005)   (Correct)
Extracting Reduced Logic Programs from Artificial Neural.. - Lehmann, Bader, Hitzler (2005)   (Correct)
The Integration of Connectionism and First-Order.. - Bader, Hitzler.. (2004)   (Correct)

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BibTeX entry:   (Update)

Pascal Hitzler, Ste#en Holldobler, and Anthony K. Seda. Logic programs and connectionist networks. Journal of Applied Logic, 2004. In this volume. http://citeseer.ist.psu.edu/hitzler04logic.html   More

@misc{ hitzler04logic,
  author = "P. Hitzler and S. en and H. Anthony and K. Seda",
  title = "Logic programs and connectionist networks",
  text = "Pascal Hitzler, Ste#en Holldobler, and Anthony K. Seda. Logic programs
    and connectionist networks. Journal of Applied Logic, 2004. In this volume.",
  year = "2004",
  url = "citeseer.ist.psu.edu/hitzler04logic.html" }
Citations (may not include all citations):
1056   Introduction to the Theory of Neural Computation (context) - Hertz, Krogh et al. - 1991
858   The stable model semantics for logic programming - Gelfond, Lifschitz - 1988
759   Negation as failure (context) - Clark - 1978
623   Multilayer feedforward networks are universal approximators (context) - Hornik, Stinchcombe et al. - 1989
268   Parallel algorithms for sharedmemory machines (context) - Karp, Ramachandran - 1990
235   the approximate realization of continuous mappings by neural.. (context) - Funahashi - 1989
234   The well-founded semantics for general logic programs - van Gelder, Ross et al. - 1991
198   Connectionism and cognitive architecture: A critical analysi.. - Fodor, Pylyshyn - 1988
142   the proper treatment of connectionism (context) - Smolensky - 1988
133   Foundations of Logic Programming (context) - Lloyd - 1988
126   A survey and critique of techniques for extracting rules fro.. (context) - Andrews, Diederich et al. - 1995
116   Reasoning about termination of pure Prolog programs - Apt, Pedreschi - 1993
102   Principles of Neurodynamics: Perceptrons and the Theory of B.. (context) - Rosenblatt - 1962
97   Knowledge-based artificial neural networks - rey, Towell et al. - 1994
65   Physical symbol systems (context) - Newell - 1980
50   General Topology (context) - Willard - 1970
50   Metric methods: Three examples and a theorem - Fitting - 1994
46   Fixpoint semantics for logic programming --- A survey - Fitting - 2002
42   A Kripke-Kleene semantics for general logic programs (context) - Fitting - 1985
41   Characterizing termination of logic programs with level mapp.. (context) - Bezem - 1989
40   Holographic reduced representations - Plate - 1991
35   Recursive auto-associative memory: Devising compositional di.. (context) - Pollack - 1988
29   Topology and the semantics of logic programs - Seda - 1995
26   Linear-time algorithms for testing the satisfiability of pro.. (context) - Dowling, Gallier - 1984
24   Topological model set deformations in logic programming (context) - Batarekh, Subrahmanian - 1989
23   From associations to systematic reasoning: A connectionist r.. (context) - Shastri, Ajjanagadde - 1993
22   Domain theory (context) - Abramsky, Jung - 1994
21   Generalized Metrics and Topology in Logic Programming Semant.. (context) - Hitzler - 2001
19   Generalized metrics and uniquely determined logic programs - Hitzler, Seda - 2003
18   Symbolic knowledge extraction from trained neural networks: .. - Garcez, Broda et al. - 2001
18   NeuralSymbolic Learning Systems --- Foundations and Applicat.. (context) - Garcez, Broda et al. - 2002
13   Learning internal representations by error propagation (context) - Rumelhart, rey et al. - 1986
12   well-founded fixpoints and applications in non-monotonic rea.. (context) - Denecker, Marek et al. - 2000
10   A note on relationships between logic programs and neural ne.. - Hitzler, Seda - 2000
10   Approximating the semantics of logic programs by recurrent n.. (context) - en, Yvonne et al. - 1999
8   and recurrent radial basis function networks (context) - Bader, Hitzler et al. - 2003
8   The Elements of Integration (context) - Bartle - 1966
8   The connectionist inductive learning and logic programming s.. (context) - Garcez, Zaverucha - 1999
6   Technical Report AIDA (context) - en, inferencing et al. - 1993
6   Unfolding the well-founded semantics - Wendt - 2002
5   A recursive neural network for reflexive reasoning - en, Yvonne et al. - 2000
5   Towards a massively parallel computational model for logic p.. (context) - en, Yvonne - 1994
4   Complete problems for deterministic sequential time (context) - Jones, Laaser - 1977
4   Logical inference and inductive learning in artificial neura.. (context) - Garcez, Zaverucha et al. - 1997
3   Continuity of semantic operators in logic programming and th.. - Hitzler, Seda - 2003
3   Theoretical Computer Science (context) - Cavedon, the et al. - 1991
2   A note on Dowling and Gallier's top-down algorithm for propo.. (context) - Scutella - 1990
1   the Banach contraction mapping theorem (context) - Hitzler, Seda et al. - 2001
1   A connectionist inductive learning system for modal logic pr.. (context) - Garcez, Lamb et al. - 2002
1   Minsky and Seymour Papert (context) - Marvin - 1972
1   Modellgenerierung mit konnektionistischen Systemen (context) - McIntyre - 2000
1   Epistomological challenges for connectionism (context) - McCarthy - 1988



The graph only includes citing articles where the year of publication is known.


Documents on the same site (http://www.wv.inf.tu-dresden.de/~pascal/pub.html):   More
A "Converse" of the Banach Contraction Mapping Theorem - Hitzler, Seda   (Correct)
Semantic Operators and Fixed-Point Theory in Logic Programming - Hitzler, Seda (2001)   (Correct)
Dislocated Topologies - Hitzler, Seda (2000)   (Correct)

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