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Abstract: One of the fundamental properties that both neural networks and the central nervous system share is the ability to learn and generalize from examples. While this property has been studied extensively in the neural network literature it has not been thoroughly explored in human perceptual and motor learning. We have chosen a coordinate transformation system---the visuomotor map which transforms visual coordinates into motor coordinates---to study the generalization effects of learning new... (Update)
Context of citations to this paper: More
...al. 1992) approximate basis functions of vergence and disparity (Pouget and Sejnowski, 1994) A visuomotor adaptation study by Ghahramani et al. (1995) suggests that similar basis functions might be used also for sensorimotor coordination. Their experiments involved two...
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BibTeX entry: (Update)
Ghahramani, Z., Wolpert, D., and Jordan, M. (1995). Computational structure of coordinate transformations: a generalization study. In Advances in Neural Information Processing Systems, volume 7. Morgan-Kaufmann, San Mateo, CA. http://citeseer.ist.psu.edu/ghahramani95computational.html More
@inproceedings{ ghahramani94computational,
author = "Zoubin Ghahramani and Daniel M. Wolpert and Michael I. Jordan",
title = "Computational Structure of Coordinate Transformations: {A} Generalization Study",
booktitle = "Proc. Conf. Advances in Neural Information Processing Systems, {NIPS}",
volume = "7",
month = "28~--1~",
publisher = "MIT Press",
editor = "Gerald Tesauro and David S. Touretzky and Todd K. Leen",
isbn = "0262201046",
pages = "1125--1132",
year = "1994",
url = "citeseer.ist.psu.edu/ghahramani95computational.html" }
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