-
1
-
-
0029484103
-
A survey and critique of techniques for extracting rules from trained artificial neural networks
-
R. Andrews, J. Diederich, and A. Tickle. A survey and critique of techniques for extracting rules from trained artificial neural networks. Knowledge-Based Systems, 8(6), 1995.
-
(1995)
Knowledge-based Systems
, vol.8
, Issue.6
-
-
Andrews, R.1
Diederich, J.2
Tickle, A.3
-
2
-
-
34548123455
-
Integrating first-order logic programs and connectionist systems - A constructive approach
-
S. Bader, P. Hitzler, and A. Witzel. Integrating first-order logic programs and connectionist systems - a constructive approach. In Proceedings of the IJCAI-05 Workshop on Neural-Symbolic Learning and Reasoning, NeSy'05, Edinburgh, UK, 2005.
-
(2005)
Proceedings of the IJCAI-05 Workshop on Neural-Symbolic Learning and Reasoning, NeSy'05, Edinburgh, UK
-
-
Bader, S.1
Hitzler, P.2
Witzel, A.3
-
8
-
-
0344075501
-
Logic programming and inductive learning in artificial neural networks
-
Ch. Herrmann, F. Reine, and A. Strohmaier, editors, Berlin. Logos Verlag
-
A.S. d'Avila Garcez, G. Zaverucha, and L.A.V. de Carvalho. Logic programming and inductive learning in artificial neural networks. In Ch. Herrmann, F. Reine, and A. Strohmaier, editors, Knowledge Representation in Neural Networks, pages 33-46, Berlin, 1997. Logos Verlag.
-
(1997)
Knowledge Representation in Neural Networks
, pp. 33-46
-
-
D'Avila Garcez, A.S.1
Zaverucha, G.2
De Carvalho, L.A.V.3
-
10
-
-
0028550693
-
Metric methods - Three examples and a theorem
-
M. Fitting. Metric methods - three examples and a theorem. Journal of Logic Programming, 21(3):113-127, 1994.
-
(1994)
Journal of Logic Programming
, vol.21
, Issue.3
, pp. 113-127
-
-
Fitting, M.1
-
12
-
-
0024866495
-
On the approximate realization of continuous mappings by neural networks
-
K.-I. Funahashi. On the approximate realization of continuous mappings by neural networks. Neural Networks, 2:183-192, 1989.
-
(1989)
Neural Networks
, vol.2
, pp. 183-192
-
-
Funahashi, K.-I.1
-
13
-
-
10944269335
-
Logic programs and connectionist networks
-
P. Hitzler, S. Hölldobler, and A.K. Seda. Logic programs and connectionist networks. Journal of Applied Logic, 2(3):245-272, 2004.
-
(2004)
Journal of Applied Logic
, vol.2
, Issue.3
, pp. 245-272
-
-
Hitzler, P.1
Hölldobler, S.2
Seda, A.K.3
-
15
-
-
0344671619
-
Approximating the semantics of logic programs by recurrent neural networks
-
S. Hölldobler, Y. Kalinke, and H.-P. Störr. Approximating the semantics of logic programs by recurrent neural networks. Applied Intelligence, 11:45-59, 1999.
-
(1999)
Applied Intelligence
, vol.11
, pp. 45-59
-
-
Hölldobler, S.1
Kalinke, Y.2
Störr, H.-P.3
-
16
-
-
85029662020
-
CHCL - A connectionist inference system
-
B. Fronhöfer and G. Wrightson, editors, Springer, LNAI 590
-
S. Hölldobler and F. Kurfess. CHCL - A connectionist inference system. In B. Fronhöfer and G. Wrightson, editors, Parallelization in Inference Systems, pages 318-342. Springer, LNAI 590, 1992.
-
(1992)
Parallelization in Inference Systems
, pp. 318-342
-
-
Hölldobler, S.1
Kurfess, F.2
-
17
-
-
0024880831
-
Multilayer feedforward networks are universal approximators
-
K. Hornik, M. Stinchcombe, and H. White. Multilayer feedforward networks are universal approximators. Neural Networks, 2:359-366, 1989.
-
(1989)
Neural Networks
, vol.2
, pp. 359-366
-
-
Hornik, K.1
Stinchcombe, M.2
White, H.3
-
19
-
-
0000243014
-
High-level inferencing in a connectionist network
-
T. E. Lange and M. G. Dyer. High-level inferencing in a connectionist network. Connection Science, 1:181-217, 1989.
-
(1989)
Connection Science
, vol.1
, pp. 181-217
-
-
Lange, T.E.1
Dyer, M.G.2
-
21
-
-
84971108570
-
Epistemological challenges for connectionism
-
J. McCarthy. Epistemological challenges for connectionism. Behavioural and Brain Sciences, 11:44, 1988.
-
(1988)
Behavioural and Brain Sciences
, vol.11
, pp. 44
-
-
McCarthy, J.1
-
22
-
-
51249194645
-
A logical calculus and the ideas immanent in nervous activity
-
W. S. McCulloch and W. Pitts. A logical calculus and the ideas immanent in nervous activity. Bulletin of Mathematical Biophysics, 5:115-133, 1943.
-
(1943)
Bulletin of Mathematical Biophysics
, vol.5
, pp. 115-133
-
-
McCulloch, W.S.1
Pitts, W.2
-
23
-
-
0000299689
-
Symmetric neural networks and logic satisfiability
-
G. Pinkas. Symmetric neural networks and logic satisfiability. Neural Computation, 3:282-291, 1991.
-
(1991)
Neural Computation
, vol.3
, pp. 282-291
-
-
Pinkas, G.1
-
24
-
-
33749850744
-
Holographic reduced networks
-
C. L. Giles, S. J. Hanson, and J. D. Cowan, editors. Morgan Kaufmann
-
T. A. Plate. Holographic reduced networks. In C. L. Giles, S. J. Hanson, and J. D. Cowan, editors, Advances in Neural Information Processing Systems 5. Morgan Kaufmann, 1992.
-
(1992)
Advances in Neural Information Processing Systems
, vol.5
-
-
Plate, T.A.1
-
25
-
-
0025519291
-
Recursive distributed representations
-
J. B. Pollack. Recursive distributed representations. Artificial Intelligence, 46:77-105, 1990.
-
(1990)
Artificial Intelligence
, vol.46
, pp. 77-105
-
-
Pollack, J.B.1
-
26
-
-
33749834700
-
Some aspects of the integration of connectionist and logic-based systems
-
International Information Institute, Tokyo, Japan
-
A.K. Seda and M. Lane. Some aspects of the integration of connectionist and logic-based systems. In Proceedings of the Third International Conference on Information, pages 297-300, International Information Institute, Tokyo, Japan, 2004.
-
(2004)
Proceedings of the Third International Conference on Information
, pp. 297-300
-
-
Seda, A.K.1
Lane, M.2
-
27
-
-
0000773350
-
From associations to systematic reasoning: A connectionist representation of rules, variables and dynamic bindings using temporal synchrony
-
September
-
L. Shastri and V. Ajjanagadde. From associations to systematic reasoning: A connectionist representation of rules, variables and dynamic bindings using temporal synchrony. Behavioural and Brain Sciences, 16(3):417-494, September 1993.
-
(1993)
Behavioural and Brain Sciences
, vol.16
, Issue.3
, pp. 417-494
-
-
Shastri, L.1
Ajjanagadde, V.2
-
28
-
-
34548123456
-
On variable binding and the representation of symbolic structures in connectionist systems
-
Department of Computer Science & Institute of Cognitive Science, University of Colorado, Boulder, CO 80309-0430
-
P. Smolensky. On variable binding and the representation of symbolic structures in connectionist systems. Technical Report CU-CS-355-87, Department of Computer Science & Institute of Cognitive Science, University of Colorado, Boulder, CO 80309-0430, 1987.
-
(1987)
Technical Report
, vol.CU-CS-355-87
-
-
Smolensky, P.1
-
29
-
-
0027678679
-
Extracting refined rules from knowledge-based neural networks
-
G.G. Towell and J.W. Shavlik. Extracting refined rules from knowledge-based neural networks. Machine Learning, 131:71-101, 1993.
-
(1993)
Machine Learning
, vol.131
, pp. 71-101
-
-
Towell, G.G.1
Shavlik, J.W.2
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