Publication List

 

Book Chapters

P. Munro (2002) Coding Techniques. In: Computer Sciences Vol. 2: Software and Hardware. Roger R. Flynn, Ed., Macmillan Reference USA: New York

P. Munro (2002) Neural networks. In: Computer Sciences Vol. 3: Social Applications. Roger R. Flynn, Ed., Macmillan Reference USA: New York

P. Munro (2002) Backpropagation. In: Encyclopedia of Cognitive Science, Lynn Nadel, ed., Macmillan: London.

T. Ghiselli-Crippa, S. C. Hirtle, and P. Munro (1996) Connectionist models in spatial cognition. In: The Construction of Cognitive Maps. J. Portugali, ed. Kluwer: Netherlands.

P. Munro (1994) Learning in Neural Networks. In: Human-Machine Communication for Educational Systems Design. Maddy D. Brouwer Janse, Thomas L. Harrington, eds. Springer-Verlag: Berlin.

P. Munro (1991) Neural Networks. In: McGraw-Hill Yearbook of Science and Technology 1992. McGraw-Hill Inc.: New York, NY.

G. W. Cottrell, P. Munro, and D. Zipser (1989) Image compression by back propagation: An example of extensional programming. In: Models of Cognition: A Review of Cognitive Science. v1 Noel E. Sharkey, ed. Ablex: Norwood, NJ. [Also presented at the Ninth Ann Meeting of the Cognitive Science Society, pp. 461-473]

P. W. Munro (1986) State-dependent factors influencing neural plasticity: A partial account of the critical period. In: Parallel Distributed Processing: Explorations in the Microstructure of Cognition. J. L. McClelland, D. E. Rumelhart, eds. MIT Press: Cambridge, MA.

L. N Cooper, P. W. Munro, and C. L. Scofield (1985) Neuron selectivity: Single neuron and neuron networks. In: Synaptic Modification, Neuron Selectivity, and Nervous System Organization. W. B. Levy, J. A. Anderson, S. Lehmkuhle, eds. Erlbaum: Hillsdale, NJ.

Edited Volumes

Proceedings of the Sixth International Conference on Cognitive Modeling (ICCM 2004), Marsha Lovett, Christian Schunn, Christian Lebiere, Paul Munro, eds,, Lawerence Erlbaum: Mahwah NJ

 

Rosenstein, Gregory (1991) Income and Choice in Biological Control Systems: A Framework for Understanding the Function and Dysfunction of the Brain. English translation edited by Paul Munro in cooperation with Tom Wallsten. Erlbaum: Hillsdale, NJ.

Journal Publications

G. Hernández, P. Munro, and J. Rubin (2003) The effect of spike redistribution in a reciprocally connected pair of neurons wth spike-timing dependent plasticity. Neurocomputing. 52: 347-353

 

P. Munro and G. Hernández (2001) Time-dependent LTD as a stability factor. Neurocomputing. 38: 775-780.

 

B. Parmanto, P. W. Munro, and H. R. Doyle (1996) Reducing variance of committee prediction with resampling techniques. Connection Science. 8: 405-425.

 

H. R. Doyle, B. Parmanto, P. W. Munro, I. R. Marino, L. Aldrighetti, C. Doria, J. McMichael, and J. J. Fung (1995) Building clinical classifiers using incomplete observations - A neural network ensemble for hepatoma detection in patients with cirrhosis. Methods of Information in Medicine. 34: 1442.

 

P. W. Munro, Cynthia Cosic, and Mary Tabasko (1991) A network for encoding, decoding, and translating locative prepositions. Connection Science. 3: 225-240.

 

P. W. Munro and J. A. Anderson (1988) Tools for connectionist modeling: The dynamical systems methodology. Behavior Research Methods, Instruments, and Computers. 20: 276-281

 

P. W. Munro (1984) A Model for Generalization and Specification by Single Neurons. Biological Cybernetics. 51:169-179.

 

E. L. Bienenstock, L. N Cooper, and P. W. Munro (1982) Theory for the Development of Neuron Selectivity: Orientation Specificity and Binocular Interaction in Visual Cortex. Journal of Neuroscience. 2:32-48.

 

Conference Proceedings

P. Munro and Y. Peng (2009)  Analogical Mapping and inference in overlapping networks.  New Frontiers in Analogy Research. Kokinov, B., Holyoak, K., Gentner, D,. eds. New Bulgarian University Press.

 

P. W. Munro (2008) Learning structurally analogous tasks. Artificial Neural Networks – ICANN 2008.  Lecture Notes in Computer Science.  Springer: Berlin/Heidelberg.

 

J. Bao and P. Munro (2006) Structural Mapping with Identical Elements Neural Network. 2006 International Joint Conference on Neural Networks. (IJCNN 2006) IEEE: Piscataway NJ

 

Q. Ye and P. Munro (2006) Improving a Neural Network Classifier Ensemble with Multi-Task Learning. 2006 International Joint Conference on Neural Networks. (IJCNN 2006) IEEE: Piscataway NJ

 

Q. Ye and P. Munro (2006) Ensemble selection using diversity networks. Proceedings of 2006 International Conference on Data Mining. CSREA Press. Winner – Best Student Paper Award (http://www.dmin-2006.com/awards.htm)

 

P. Munro and J. Bao (2005) A connectionist implementation of identical elements. Twenty Seventh Ann. Conf. Cognitive Science Society Proceedings. Lawerence Erlbaum: Mahwah NJ

 

Y. Peng and P. Munro (2005) Learning arbitrary functions with spike-timing dependent plasticity learning rule, Proceedings of 2005 International Conference on Neural Networks and Brain, Beijing, China.

 

P. Munro and S. Sanguansintukul (2002) Treatment optimization with a neural control system. In: L. Wang, J. C. Rajapakse, S. Halgamuge, K. Fukushima, S-Y Lee, T. Furuhashi, J-H Kim, X. Yao, eds. International Conference on Neural Information Processing Systems (ICONIP ’02) IEEE: Piscataway NJ

 

G. Hernández, P. Munro, and J. Rubin (2002) Mapping from the spike domain to the rate-based domain. In: L. Wang, J. C. Rajapakse, S. Halgamuge, K. Fukushima, S-Y Lee, T. Furuhashi, J-H Kim, X. Yao, eds. International Conference on Neural Information Processing Systems (ICONIP ’02) IEEE: Piscataway NJ

 

P. Munro and S. Sanguansintukul (2002) A Neural Network Approach to Treatment Optimization, AMIA 2002 Symposium Proceedings, American Medical Informatics Association.

 

P. W. Munro and G. Cottrell (2001) Connectionist Network Interactions between Frequency Effects and Age of Acquisition Effects in a Connectionist Network. Twenty Third Ann. Conf. Cognitive Science Society Proceedings. pp. 703-708. Lawerence Erlbaum: Mahwah NJ.

 

P. W. Munro and G. Hernández (2000) LTD facilitates learning in a noisy environment. In: S. A. Solla, T. K. Leen, K-R. Müller, eds. Advances in Neural Information Processing Systems 12. MIT Press: Cambridge, MA.

 

T. Ghiselli-Crippa and P. W. Munro (2000) Effects of spatial and temporal contiguity on the acquisition of spatial information. In: S. A. Solla, T. K. Leen, K-R. Müller, eds. . Advances in Neural Information Processing Systems 12. MIT Press: Cambridge, MA.

 

P. W. Munro and G. Hernández (1999) An LTP/LTD perspective on learning rules. In: T. Gedeon, P. Wong, S. Halgamuge, N. Kasabov, D. Nauck, K. Fukushima, eds. International Conference on Neural Information Processing Systems. IEEE: Piscataway NJ

 

P. W. Munro and B. Parmanto (1997) Competition among networks improves committee performance. In: M. C. Mozer, M. I. Jordan, T. Petsche, eds. Advances in Neural Information Processing Systems 9. MIT Press: Cambridge, MA.

 

B. Parmanto, P. W. Munro, H. R. Doyle (1996) Improving committee diagnosis with resampling techniques. In: D. S. Touretzky, M. C. Mozer, M. E. Hasselmo, eds. Advances in Neural Information Processing Systems 8. MIT Press: Cambridge, MA.

 

B. Parmanto, P. W. Munro, H. R. Doyle, C. Doria, L. Aldrighetti, I. R. Marino, S. Mitchell, J. J. Fung (1994) Neural Network Classifier for Hepatoma Detection. 1994 World Congress on Neural Networks.

 

T. Ghiselli-Crippa and P. W. Munro (1994) Emergence of global structure from local associations. In: J. D. Cowan, G. Tesauro, J. Alspector (eds.) Advances in Neural Information Processing Systems 6. San Mateo, CA: Morgan Kaufmann Publishers.

 

T. Ghiselli-Crippa and P. W. Munro (1994) Learning spatial structures from local associations. In: M. Mozer, P. Smolensky, D, Touretzky, J. Elman, A. Weigend (eds.) Proceedings of the 1993 Connectionist Models Summer School. Hillsdale NJ: Lawerence Erlbaum Associates Inc.

 

P. Munro (1993) Genetic search for optimal representations in neural networks. In: R. F. Albrecht, C. R. Reeves, N. C. Steele (eds.) Artificial Neural Nets and Genetic Algorithms. Proceedings of the International Conference in Innsbruck, Austria; Springer. pp 628-634.

 

S. Judd and P. Munro (1993) Nets with unreliable hidden nodes learn error-correcting codes. In: Giles, C. L., Hanson, S. J., Cowan, J. D., (eds.) Advances in Neural Information Processing Systems 5. San Mateo, CA: Morgan Kaufmann Publishers.

 

P. Munro (1992) Visualizations of 2-D Hidden Unit Space. 1992 International Joint Conference on Neural Networks. vIII. pp 468-473.

 

P. Munro (1992) Repeat until bored: a pattern selection strategy. In: Moody, J. E., Hanson, S. J., Lippman, R., (eds.) Advances in Neural Information Processing Systems 4. San Mateo, CA: Morgan Kaufmann Publishers.

 

P. Munro and M. Tabasko (1991) Translating locative prepositions. In: Touretsky, D.S., Lippman, R., (eds.) Advances in Neural Information Processing Systems 3. San Mateo, CA: Morgan Kaufmann Publishers.

 

P. Munro and S. C. Hirtle (1990) The representation of structure in cognitive maps. Proceedings of the Fourth International Symposium on Spatial Data Handling. pp.732-741

 

P. Munro and S. C. Hirtle (1989) An interactive activation model for priming of geographical information.

Eleventh Ann. Conf. Cognitive Science Society Proceedings. pp. 773-780. Lawerence Erlbaum: Mahwah NJ.

 

C. Cosic and P.W. Munro (1988) Learning to represent and understand locative prepositional phrases. Tenth Ann. Conf. Cognitive Science Society Proceedings, pp. 257-262. Lawerence Erlbaum: Mahwah NJ.

 

P. W. Munro (1987) A dual back-propagation scheme for scalar reward learning. Ninth Ann. Conf. Cognitive Science Society Proceedings. pp. 165-176. Lawerence Erlbaum: Mahwah NJ.

 

P. W. Munro (1986) Self-supervised learning: a scheme for the discovery of "natural" categories by single units. Eighth Ann. Conf. Cognitive Science Society Proceedings. pp.765- 772. Lawerence Erlbaum: Mahwah NJ.