2008
[J.18] W. Einhäuser, J. Stout, C. Koch, O. Carter (2008) Pupil dilation reflects perceptual selection and predicts subsequent stability in perceptual rivalry. Proceedings of the National Academy of Sciences (PNAS) 105(5):1704-1709.
[J.17] W. Einhäuser, U. Rutishauser, C. Koch (2008) Task-demands can immediately reverse the effects of sensory-driven saliency in complex visual stimuli.i Journal of Vision 8(2):2,1-19.
[C.4] M. Cerf, J. Harel, W. Einhäuser, C. Koch (2008) Predicting human gaze using low-level saliency combined with face detection Advances in Neural Information Processing (NIPS) 2007 (in press)
2007
[J.16] W. Einhäuser, F. Schumann, S. Bardins, K. Bartl, G. Böning, E. Schneider, P. König (2007) Human Eye-Head Coordination in Natural Exploration Network: Computation in Neural Systems 18(3):267-297. [pdf, color figures]
[J.15] M. Cerf, D.R. Cleary, R.J. Peters, W. Einhäuser, C. Koch (2007) Observers are Consistent when Rating Image Conspicuity Vision Research 47(27):3052-3060.
[J.14] W. Einhäuser, T.N. Mundhenk, P. Baldi, C. Koch, L. Itti (2007) A bottom-up model of spatial attention predicts human error patterns in rapid scene recognition. Journal of Vision 7(10):6, 1-13. [pdf]
[J.13] H.P. Frey, P. König and W. Einhäuser (2007) The Role of First- and Second-Order Stimulus Features for Human Overt Attention. Perception and Psychophysics 69:153-161.
[J.12] W. Einhäuser, C. Koch, and S. Makeig (2007) The duration of the attentional blink in natural scenes depends on stimulus category. Vision Research 47:597-607.
2006
[J.11] W. Einhäuser, U. Rutishauser, E.P. Frady, S. Nadler, P. König and C. Koch (2006) The Relation of Phase-noise and Luminance-Contrast to Overt Attention in Complex Visual Stimuli. Journal of Vision 6(11):1148-1158. [pdf]
[J.10] W. Einhäuser, W. Kruse, K.-P. Hoffmann and P. König (2006) Differences of Monkey and Human Overt Attention under Natural Conditions. Vision Research 46(8-9):1194-1209.
2005
[J.9] J. Hipp, W. Einhäuser, J. Conradt, and P. König (2005) Learning of somatosensory representations for texture discrimination using a temporal coherence principle. Network: Computation in Neural Systems 16(2-3):223-238.
[J.8] W. Einhäuser, J. Hipp, J. Eggert, E. Körner and P. König (2005) Learning viewpoint invariant object representations using a temporal coherence principle. Biological Cybernetics 93(1):79-90.
[The original publication is availible at springerlink.com DOI:10.1007/s00422-005-0585-8]
2004
[J.7] W. Einhäuser, K.A.C. Martin and P. König (2004) Are switches in perception of the Necker cube related to eye-position? European Journal of Neuroscience 20(10):2811-2818.
[J.6] B.Y. Betsch, W. Einhäuser, K.P. Körding,and P. König. (2004) The world from a cat's perspective - statistics of natural videos. Biological Cybernentics 90:41-50
[The original publication is availible at springerlink.com DOI:10.1007/s00422-003-0434-6]
[J.5] K.P. Körding, C. Kayser, W. Einhäuser and P. König. (2004) How are complex cell properties adapted to the statistics of natural stimuli? Journal of Neurophysiology 91(1):206-212.
2003
[J.4] W. Einhäuser, C. Kayser, K.P. Körding and P. König. (2003) Learning distinct and complementary feature-selectivities from natural colour videos. Reviews in the Neurosciences 14:43-52.
[J.3] W. Einhäuser and P. König. (2003) Does luminance-contrast contribute to a saliency map for overt visual attention? European Journal of Neuroscience 17(5):1089-1097.
[J.2] C. Kayser, W. Einhäuser and P. König. (2003) Temporal correlations of orientations in natural scenes. Neurocomputing 52:117-123.
2002
[C.3] W. Einhäuser, C. Kayser, K.P. Körding and P. König. (2002) Learning Multiple Feature Representations from Natural Image Sequences. In J.R. Dorronsoro (ed.) Artificial Neural Networks - ICANN 2002, LNCS 2415, pp.21-26 Springer Verlag Berlin Heidelberg New York.
[J.1] W. Einhäuser, C. Kayser, P. König and K. P. Körding.(2002) Learning the invariance properties of complex cells from their responses to natural stimuli. European Journal of Neurosciences 15(3):475-86 (pdf)
2001
[C.2] C. Kayser, W. Einhäuser, O. Dümmer, P. König and K. P. Körding. (2001) Extracting slow subspaces from natural videos leads to complex cells. In G. Dorffner, H. Bischoff & K. Hornik (eds.) Artificial Neural Networks - (ICANN) 2001, LNCS 2130, pp.1075-1080. Springer-Verlag Berlin Heidelberg New York. (pdf)
2000
[C.1] M. Weber, W. Einhäuser, M. Welling and P. Perona. (2000) Viewpoint-Invariant Learning and Detection of Human Heads. Proc. 4th Int. Conf. Autom. Face and Gesture Rec. (FG2000) (pdf)
Abstracts / Posters
2008
[A.43] T.J. Fuchs, P.J. Wild, N. Wey, T. Lange, P. Fürnsthal, W. Einhäuser, H. Moch, J. Buhmann (2008) Automated analysis of immunohistogchemical staining of clear cell renal cell carcinoma tissue microarrays. Annual Meeting of the Deutsche Gesellschaft für Pathologie, 2008.
2007
[A.42] O. Carter, J. Stout, C. Koch, and W. Einhäuser (2007) Pupil Dilation precedes and predicts perceptual rivalry switches: Suggesting perceptual selection shares the same noradrenergic mechanisms implicated in behavioral selection. Society for Neuroscience Ann. Meeting, 201.24
[A.41] F. Schumann, W. Einhäuser, S. Bardins, K. Bartl, G. Böning, E. Schneider, P. König (2007) Human gaze control in natural exploration. ESF Conference on "Three Dimensional Sensory And Motor Sspace: Perceptual Consequences of Motor Action"
[A.40] O. Carter, J. Stout, C. Koch, and W. Einhäuser (2007) Pupil Dilation precedes and predicts perceptual rivalry switches: Suggesting perceptual selection shares the same noradrenergic mechanisms implicated in behavioral selection. ASSC 2007
[A.39] C. Wilimzig, W. Einhäuser, M. Fahle, and C. Koch (2007) Distinct mechanisms for attention and awareness revealed by confidence judgments and reaction times. ASSC 2007
2006
[A.38] W. Einhäuser, and C. Koch (2006) A visual search task immediately overrides static - but not dynamic - bottom-up biases to human overt attention. (Soc. Neurosci. Abstr. 408.2)
[A.37] W. Einhäuser, S. Engmann, U. Rutishauser, S. Nadler, P. König, and C. Koch (2006) Differential Effect of Low and High Spatial Frequencies in Overt Attention under Natural Conditions (FENS Abstr., A053.2)
2005
[A.36] W. Einhäuser, S. Engmann, H-P. Frey, T. Sieren, S. Onat and P. König. (2005) Human Overt Attention during Free Viewing of Natural Scenes (Soc. Neurosci. Abstr. 355.2)
[A.35] W. Einhäuser, J. Hipp, R. Wyss, P.F.M.J. Verschure and P. König. (2005) Temporal Coherence - A Generic Coding Principle for Multiple Cortical Areas. (12th Joint Symposium on Neural Computation, UCLA)
[A.34] J. Hipp, W. Einhäuser and P. König. (2005) Activity driven emergence of texture representation in the vibrissa system. (30th Göttingen Neurobiology Conference, 2005, Abstract #60A)
[A.33] S. Engmann, K. Tichacek, W. Einhäuser and P. König. (2005) Integration of luminance- and colour contrast of natural visual stimuli in overt attention. (30th Göttingen Neurobiology Conference, Abstract #430B)
[A.32] N. Nortmann, W. Einhäuser and P. König. (2005) On the complexity of natural visual stimuli at trajectories of fixation points. (30th Göttingen Neurobiology Conference, Abstract #431B)
[A.31] H-P. Frey, P. König and W. Einhäuser. (2005) Natural colour images and overt visual attention.(30th Göttingen Neurobiology Conference, Abstract #433B)
[A.30] W. Einhäuser, K.A.C. Martin and P. König. (2005) Are changes in the perception of the Necker cube related to eye-position?(30th Göttingen Neurobiology Conference, Abstract #442B)
2004
[A.29] W. Einhäuser, W. Kruse, K.-P. Hoffmann and P. König. (2004) Overt Attention in Monkeys and Humans during Free-Viewing of Natural Scenes: Correlation to and Causality of Luminance Contrast. (Soc. Neurosci. Abstr. 254.4)
[A.28] W. Einhäuser, K.A.C. Martin and P. König. (2004) Are changes in perception of the Necker cube related to eye-position? (Meeting of the Center for Neuroscience Zürich 2004)
[A.27] J. Hipp, W. Einhäuser and P. König. (2004) Activity driven emergence of texture representation in the vibrissa system (Meeting of the Center for Neuroscience Zürich 2004)
[A.26] W. Einhäuser, C. Kayser, M. Franzius, J. Hipp, G.U. Moeller K.P. Körding and P. König. (2004) Learning from Natural Videos: From Complex Cells to object classification.(Annual Meeting of the Swiss Society for Neuroscience, Lausanne)
[A.25] G.U. Moeller, W. Einhäuser, J. Conradt and P. König. (2004) Exploring the stability of the retinal image in the freely behaving cat. (Annual Meeting of the Swiss Society for Neuroscience, Lausanne)
[A.24] H.P. Frey, W. Einhäuser and P. König. (2004) The interaction of colour and luminance in human overt attention. (Annual Meeting of the Swiss Society for Neuroscience, Lausanne)
2003
[A.23] G.U. Moeller, W. Einhäuser, J. Conradt and P. König. (2003) Exploring the stability of the retinal image in the freely behaving cat.(Soc. Neurosci. Abstr. 386.5.)
[A.22] W. Einhäuser, C. Kayser, M. Franzius, J. Hipp, K.P. Körding and P. König. (2003) Learning from the temporal statistics of natural scenes: From V1 properties to object classification.(Meeting of the Center for Neuroscience Zürich 2003)
[A.21] G.U. Moeller, W. Einhäuser, J. Conradt and P. König. (2003) Exploring the stability of the retinal image in the freely behaving cat.(Meeting of the Center for Neuroscience Zürich 2003)
[A.20] H.P. Frey, W. Einhäuser and P. König. (2003) The interaction of colour and luminance in human overt attention.(Meeting of the Center for Neuroscience Zürich 2003)
[A.19] W. Einhäuser and P. König. (2003) Does luminance contrast contribute to a saliency map for overt visual attention? (29th Göttingen Neurobiology Conference, 2003)
[A.18] W. Einhäuser, C. Kayser, K. P. Körding and P. König. (2003) Functional Segregation of Visual Pathways by Learning from Natural Image Sequences. (29th Göttingen Neurobiology Conference, 2003)
[A.17] W. Einhäuser and P. König. (2003) Does luminance contrast contribute to the saliency map of human overt visual attention? (Annual Meeting of the Swiss Society for Neuroscience, Fribourg, 2003)
2002
[A.16] W. Einhäuser, C. Kayser, K. P. Körding and P. König. (2002) Functional Segregation of Visual Pathways by Learning from Natural Image Sequences. (Soc. Neurosci. Abstr. 260.20)
[A.15] W. Einhäuser and P. König. (2002) Does luminance contrast contribute to the saliency map of human overt visual attention? (Meeting of the Center for Neuroscience Zürich)
[A.14] W. Einhäuser, C. Kayser, K. P. Körding and P. König. (2002) Learning invariant representations in the visual system from natural stimuli. (FENS Abstr. (1), A051.07)
[A.13] C. Kayser, W. Einhäuser and P. König. The natural visual environment of cats. (Congress of the Deutsche Physiologische Gesellschaft, Tübingen, 2002)
[A.12] W. Einhäuser, C. Kayser, K. P. Körding and P. König. (2002) Towards unsupervised learning of invariance to a large class of transformations. (Annual Meeting of the Swiss Society for Neuroscience, Geneva, 2002)
[A.11] K. P. Körding, C. Kayser, W. Einhäuser and P. König. (2002) Complex cells - where the slow score best. (Annual Meeting of the Swiss Society for Neuroscience, Geneva 2002)
[A.10] C. Kayser, W. Einhäuser and P. König. (2002) Temporal Aspects of Natural Visual Stimuli. (Annual Meeting of the Swiss Society for Neuroscience, Geneva 2002)
2001
[A.9] K. P. Körding, C. Kayser, W. Einhäuser and P. König. (2001) Complex cells - where the slow score best. (Meeting of the Center for Neuroscience Zürich 2001, selected for 'datablitz' presentation)
[A.8] W. Einhäuser, C. Kayser, K. P. Körding and P. König. (2001) Towards unsupervised learning of invariance to a large class of transformations. (Meeting of the Center for Neuroscience Zürich 2001)
[A.7] K. P. Körding, C. Kayser, W. Einhäuser, O. Dümmer and P. König. (2001) A large class of objective function leads to the emergence of complex type receptive fields. (28th Göttingen Neurobiology Conference, 2001)
[A.6] W. Einhäuser, C. Kayser, K. P. Körding and P. König. (2001) Learning Complex Cells from Natural Videos (28th Göttingen Neurobiology Conference, 2001)
[A.5] B. Y. Betsch, K. P. Körding, W. Einhäuser and P. König. (2001) The world from the cat's perspective (28th Göttingen Neurobiology Conference, 2001)
K.P. Körding, W.Einhäuser, C.Kayser, B.Y. Betsch and P. König, Complex Cells - A question of time (Neural Information and Coding Workshop, Big Sky, Montana 2001)
[A.4] C. Kayser, K.P. Körding, W. Einhäuser W, P. König. (2001) Complex cells: optimality on natural stimuli. (3. Antonio Borsellino College on Neurophysics Trieste 2001).
[A.3] W. Einhäuser, K. P. Körding and P. König. Learning of simple and complex cells from natural image sequences (Annual Meeting of the Swiss Society for Neuroscience Bern 2001, selected for oral 'datablitz" communication)
2000
[A.2] K. P. Körding, W. Einhäuser and P. König. (2000) Learning of Invariances from natural videos (Meeting of the Center for Neuroscience Zürich 2000)
[A.1] K. P. Körding, W. Einhäuser and P. König. (2000) Learning Invariances from natural images (Soc. Neuroci. Abstr. 366.17, 2000)
Theses
[T.2] W. Einhäuser Bottom-up and Top-down Processing of Natural Scenes. (Doktorarbeit - ETH Zürich 2004; Diss-No.: 15562; pdf-version available on request)
[T.1] W. Einhäuser Selfsupervised Online Learning of Invariances from Natural Stimuli (Diplomarbeit - ETH Zürich 2001; pdf-version available on request)