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Bubbles: A unifying framework for low-level statistical properties of natural image sequences

, , and . Journal of the Optical Society of America A, 20 (7): 1237--1252 (2003)Reprinted in Virtual Journal of Biological Physics Research, 6(2), 2003.

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Learning linguistic features from natural text data by independent component analysis. Helsinki University of Technology, (2005)Emergence of Linguistic Representations by Independent Component Analysis, , and . A72. Helsinki University of Technology, Laboratory of Computer and Information Science, Espoo, Finland, (2003)Spatiotemporal linear simple-cell models based on temporal coherence and independent component analysis, , and . Proceedings of NCPW8, Neural Computation and Psychology Workshop, Connectionist Models of Cognition and Perception II, 15, page 29--38. World Scientific, (2004)Emergence of Linguistic Features: Independent Component Analysis of Contexts, , and . Proceedings of NCPW9, Neural Computation and Psychology Workshop, page 129--138. (2004)Spatiotemporal receptive fields maximizing temporal coherence in natural image sequences, , and . Neurocomputing, (2004)Adaptive Translation: Finding Interlingual Mappings using Self-Organizing Maps, , and . Proceedings of the 18th International Conference on Artificial Neural Networks (ICANN 2008), page 603--612. Prague, Czech Republic, (2008)A unifying framework for natural image statistics: spatiotemporal activity bubbles, , and . Neurocomputing, (2004)Bubbles: A unifying framework for low-level statistical properties of natural image sequences, , and . Journal of the Optical Society of America A, 20 (7): 1237--1252 (2003)Reprinted in Virtual Journal of Biological Physics Research, 6(2), 2003.Emergence of multilingual representations by independent component analysis using parallel corpora, and . Proceedings of the The Ninth Scandinavian Conference on Artificial Intelligence (SCAI 2006), 22, page 101--105. Finnish Artificial Intelligence Society, (2006)Towards explicit semantic features using independent component analysis, , and . Proceedings of the Workshop Semantic Content Acquisition and Representation (SCAR), Stockholm, Sweden, Swedish Institute of Computer Science, (2007)SICS Technical Report T2007-06.