Spatiotemporal receptive fields maximizing temporal coherence in natural image sequences. - Jarmo Hurri; Jaakko J. Väyrynen; Aapo Hyvärinen (Neurocomputing, 2004)

A unifying framework for natural image statistics: spatiotemporal activity bubbles. - Aapo Hyvärinen; Jarmo Hurri; Jaakko J. Väyrynen (Neurocomputing, 2004)

Sparse Distributed Representations for Words with Thresholded Independent Component Analysis. - Jaakko J. Väyrynen; Lasse Lindqvist; Timo Honkela (IJCNN, 2007)

Morphology-aware statistical machine translation based on morphs induced in an unsupervised manner. - Sami Virpioja; Jaakko J. Väyrynen; Mathias Creutz; Markus Sadeniemi (MTSummit, 2007)

Adaptive Translation: Finding Interlingual Mappings Using Self-Organizing Maps. - Timo Honkela; Sami Virpioja; Jaakko J. Väyrynen (ICANN (1), 2008)

Using Correlation Dimension for Analysing Text Data. - Ilkka Kivimäki; Krista Lagus; Ilari T. Nieminen; Jaakko J. Väyrynen; Timo Honkela (ICANN (1), 2010)

Language Identification of Short Text Segments with N-gram Models. - Tommi Vatanen; Jaakko J. Väyrynen; Sami Virpioja (LREC, 2010)

Applying Morphological Decompositions to Statistical Machine Translation. - Sami Virpioja; Jaakko J. Väyrynen; André Mansikkaniemi; Mikko Kurimo (WMT@ACL, 2010)

WordICA - emergence of linguistic representations for words by independent component analysis. - Timo Honkela; Aapo Hyvärinen; Jaakko J. Väyrynen (Nat. Lang. Eng., 2010)

Semantic analysis in word vector spaces with ICA and feature selection. - Tiina Lindh-Knuutila; Jaakko J. Väyrynen; Timo Honkela (KONVENS, 2012)