Yoonsuck Choe's Publications: By Topic (1995-2001)

Perceptual Grouping and Natural Scene Statistics

• Yoonsuck Choe and Risto Miikkulainen. Contour integration and segmentation with self-organized lateral connections. Technical Report AI2000-286, Department of Computer Sciences, The University of Texas at Austin, 2000.

• Yoonsuck Choe and Risto Miikkulainen. A self-organizing neural network for contour integration through synchronized firing. In Proceedings of the 17th National Conference on Artificial Intelligence, pages 123-128. Cambridge, MA: MIT Press, 2000.

• Yoonsuck Choe. Perceptual Grouping in a Self-Organizing Map of Spiking Neurons. PhD thesis, Department of Computer Sciences, The University of Texas at Austin, Austin, TX, 2001. Technical Report AI01-292.

Modeling the Visual Cortex

• Yoonsuck Choe and Risto Miikkulainen. Self-organization and segmentation in a laterally connected orientation map of spiking neurons. Neurocomputing, 21:139-157, 1998.

• Yoonsuck Choe and Risto Miikkulainen. A self-organizing neural network for contour integration through synchronized firing. In Proceedings of the 17th National Conference on Artificial Intelligence, pages 123-128. Cambridge, MA: MIT Press, 2000.

• Yoonsuck Choe. Perceptual Grouping in a Self-Organizing Map of Spiking Neurons. PhD thesis, Department of Computer Sciences, The University of Texas at Austin, Austin, TX, 2001. Technical Report AI01-292.

• Risto Miikkulainen, James A. Bednar, Yoonsuck Choe, and Joseph Sirosh. Self-organization, plasticity, and low-level visual phenomena in a laterally connected map model of the primary visual cortex. In R. L. Goldstone, P. G. Schyns, and D. L. Medin, editors, Perceptual Learning, volume 36 of Psychology of Learning and Motivation, pages 257-308. Academic Press, San Diego, CA, 1997.

• Risto Miikkulainen, James A. Bednar, Yoonsuck Choe, and Joseph Sirosh. A self-organizing neural network model of the primary visual cortex. In Shiro Usui and Takashi Omori, editors, Proceedings of the Fifth International Conference on Neural Information Processing, volume 2, pages 815-818. Tokyo; Burke, VA; Amsterdam: IOS Press, 1998.

• Risto Miikkulainen, James A. Bednar, Yoonsuck Choe, and Joseph Sirosh. Modeling self-organization in the visual cortex. In Erkki Oja and Samuel Kaski, editors, Kohonen Maps, New York, 1999. Elsevier.

• Joseph Sirosh, Risto Miikkulainen, and Yoonsuck Choe, editors. Lateral Interactions in the Cortex: Structure and Function. The UTCS Neural Networks Research Group, Austin, TX, 1996. Electronic book, ISBN 0-9647060-0-8, http://nn.cs.utexas.edu/web-pubs/htmlbook96/.

Self-Organization and Synchronization

• Yoonsuck Choe and Risto Miikkulainen. Self-organization and segmentation with laterally connected spiking neurons. Technical Report AI96-251, Department of Computer Sciences, The University of Texas at Austin, 1996.

• Yoonsuck Choe and Risto Miikkulainen. Self-organization and segmentation with laterally connected maps of spiking neurons. In Workshop on Self-Organizing Maps, pages 20-31, Espoo, Finland, 1997. Helsinki University of Technology.

• Yoonsuck Choe and Risto Miikkulainen. Self-organization and segmentation with laterally connected spiking neurons. In Proceedings of the 15th International Joint Conference on Artificial Intelligence, pages 1120-1125. San Francisco, CA: Morgan Kaufmann, 1997.

• Yoonsuck Choe and Risto Miikkulainen. Self-organization and segmentation in a laterally connected orientation map of spiking neurons. Neurocomputing, 21:139-157, 1998.

• Yoonsuck Choe, Risto Miikkulainen, and Lawrence K. Cormack. Effects of presynaptic and postsynaptic resource redistribution in Hebbian weight adaptation. Neurocomputing, 32-33:77-82, 2000.

• Yoonsuck Choe. Perceptual Grouping in a Self-Organizing Map of Spiking Neurons. PhD thesis, Department of Computer Sciences, The University of Texas at Austin, Austin, TX, 2001. Technical Report AI01-292.

Hand-Written Digit Recognition

• Yoonsuck Choe, Joseph Sirosh, and Risto Miikkulainen. Laterally interconnected self-organizing maps in hand-written digit recognition. In D. S. Touretzky, M. C. Mozer, and M. E. Hasselmo, editors, Advances in Neural Information Processing Systems 8, pages 736-742. Cambridge, MA: MIT Press, 1996.

• Yoonsuck Choe. Laterally interconnected self-organizing feature map in handwritten digit recognition. Master's thesis, Department of Computer Sciences, The University of Texas at Austin, 1995. Technical Report AI95-236.