The Manifold Ways of Perception

To precisely characterize the variability of images and other perceptual stimuli, it is essential to take a mathematical approach. Research by Tenenbaum et al and Roweis and Saul is discussed.

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Bibliographic Details
Published in:Science (American Association for the Advancement of Science) 2000-12, Vol.290 (5500), p.2268-2269
Main Authors: Seung, H. Sebastian, Lee, Daniel D.
Format: Article
Language:English
Subjects:
Abstract spaces
Algorithms
Brain
Cognition & reasoning
Cognitive Development
Dimensionality
Eyes
Images, Optical
Mathematical manifolds
Mathematics
Multidimensional Scaling
Neurons
Numbers
Optical images
Packaging
Perceptions
Perceptual learning
Perspectives
Solders
Thermal stress
Visual Perception
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Description
Summary:To precisely characterize the variability of images and other perceptual stimuli, it is essential to take a mathematical approach. Research by Tenenbaum et al and Roweis and Saul is discussed.
ISSN:0036-8075
1095-9203
DOI:10.1126/science.290.5500.2268