Publications of the Programme Object vision and population-code representation

Latest publications

Categorical, yet graded − single-image activation profiles of human category-selective cortical regions Mur M, Ruff DA, Bodurka J, De Weerd P, Bandettini PA, Kriegeskorte N (2012, in press) Journal of Neuroscience

Seeing patterns through the hemodynamic veil - The future of pattern-information fMRI Formisano E, Kriegeskorte N (2012) Neuroimage

A head view-invariant representation of gaze direction in anterior superior temporal sulcus abstract Carlin JD, Calder AJ, Kriegeskorte N, Nili H, Rowe JB (2011) Curr Biol 21(21):1817-21 Utilizing temporal information in fMRI decoding: classifier using kernel regression methods abstract Chu C, Mouṛo-Miranda J, Chiu YC, Kriegeskorte N, Tan G, Ashburner J (2011) Neuroimage 58(2):560-71 Pattern-information analysis: from stimulus decoding to computational-model testing Kriegeskorte N (2011) NeuroImage Interpreting brain images Рreflections on an adolescent field Kriegeskorte N (2011) Trends in Cognitive Sciences. (book review)

Selected publications

Matching categorical object representations in inferior temporal cortex of man and monkey , Kriegeskorte N, Mur M, Ruff D, Kiani R, Bodurka J, Esteky H, Tanaka K, Bandettini P. (2008). Neuron 60(6): 1126-41.

Relating population-code representations between man, monkey, and computational models Kriegeskorte N (2009) Frontiers in Neuroscience doi:10.3389/neuro.01.035.2009.

How does an fMRI voxel sample the neuronal activity pattern: compact kernel or complex spatiotemporal filter? Kriegeskorte N, Cusack R, Bandettini PA (2010) Neuroimage 49(3): 1965-76.

Circular analysis in systems neuroscience – the dangers of double dipping Kriegeskorte N, Simmons WK, Bellgowan PSF, Baker CI. (2009) Nature Neuroscience 12(5): 535-40.

Revealing representational content with pattern-information fMRI – an introductory guide Mur M, Bandettini P, Kriegeskorte N (2009) Social Cognitive and Affective Neuroscience 4(1): 101-9.

Representational similarity analysis – connecting the branches of systems neuroscience Kriegeskorte N, Mur M and Bandettini PA (2008) Frontiers in Systems Neuroscience. doi:10.3389/neuro.06.004.2008.

Individual faces elicit distinct response patterns in human anterior temporal cortex Kriegeskorte N, Formisano E, Sorger B, Goebel R. (2007) PNAS 104(51): 20600-5.

Analyzing for information, not activation, to exploit high-resolution fMRI Kriegeskorte N, Bandettini P. (2007) Neuroimage 38(4): 649-62.

Information-based functional brain mapping Kriegeskorte N, Goebel R, Bandettini P. (2006) PNAS 103: 3863-3868.

Human cortical object recognition from a visual motion flowfield Kriegeskorte N, Sorger B, Naumer M, Schwarzbach J, van den Boogert E, Hussy W, Goebel R. (2003) J Neurosci 23(4): 1451-63.

An efficient algorithm for topologically correct segmentation of the cortical sheet in anatomical MR volumes Kriegeskorte N, Goebel R. (2001) Neuroimage 14(2): 329-46.

Book

Visual Population Codes - Toward a Common Multivariate Framework for Cell Recording and Functional Imaging Kriegeskorte N, Kreiman G (Eds) MIT Press 2011

Thesis

Functional magnetic resonance imaging of the human object-vision system Kriegeskorte, N. (2004) PhD Thesis. Universiteit Maastricht.

Full list of peer-reviewed publications

First author

Everything you never wanted to know about circular analysis – but were afraid to ask Kriegeskorte N, Lindquist MA, Nichols TE, Poldrack RA, Vul E (2010) J Cereb Blood Flow Metab

Pattern-information analysis: from stimulus decoding to computational-model testing Kriegeskorte N (in press) NeuroImage.

How does an fMRI voxel sample the neuronal activity pattern: compact kernel or complex spatiotemporal filter? Kriegeskorte N, Cusack R, Bandettini PA (2010) Neuroimage 49(3): 1965-76.

Relating population-code representations between man, monkey, and computational models Kriegeskorte N (2009) Frontiers in Neuroscience doi:10.3389/neuro.01.035.2009.

Circular analysis in systems neuroscience – the dangers of double dipping Kriegeskorte N, Simmons WK, Bellgowan PSF, Baker CI. (2009) Nature Neuroscience 12(5): 535-40.

Matching categorical object representations in inferior temporal cortex of man and monkey Kriegeskorte N, Mur M, Ruff D, Kiani R, Bodurka J, Esteky H, Tanaka K, Bandettini P. (2008) Neuron 60(6): 1126-41.

Representational similarity analysis – connecting the branches of systems neuroscience Kriegeskorte N, Mur M and Bandettini PA (2008) Frontiers in Systems Neuroscience. doi:10.3389/neuro.06.004.2008.

Artifactual time course correlations in echo-planar fMRI with implications for studies of brain function Kriegeskorte N, Bodurka P, Bandettini PA (2008) International Journal of Imaging Systems and Technology 18(5-6), 345-349.

Individual faces elicit distinct response patterns in human anterior temporal cortex Kriegeskorte N, Formisano E, Sorger B, Goebel R. (2007) PNAS 104(51): 20600-5.

Analyzing for information, not activation, to exploit high-resolution fMRI Kriegeskorte N, Bandettini P. (2007) Neuroimage 38(4):649-62.

Combining the tools: activation- and information-based fMRI analysis Kriegeskorte N, Bandettini P. (2007) Neuroimage 38(4):666-8.

Information-based functional brain mapping Kriegeskorte N, Goebel R, Bandettini P. (2006) PNAS 103: 3863-3868.

The neuroscientific exploitation of high-resolution functional magnetic resonance imaging Kriegeskorte N, Bandettini P. (2006). IEEE EMBC 1:21-4.

Human cortical object recognition from a visual motion flowfield Kriegeskorte N, Sorger B, Naumer M, Schwarzbach J, van den Boogert E, Hussy W, Goebel R. (2003) J Neurosci 23(4): 1451-63.

An efficient algorithm for topologically correct segmentation of the cortical sheet in anatomical MR volumes Kriegeskorte N, Goebel R. (2001) Neuroimage 14(2): 329-46.

Senior author

Categorical, yet graded − single-image activation profiles of human category-selective cortical regions Mur M, Ruff DA, Bodurka J, De Weerd P, Bandettini PA, Kriegeskorte N (2012, in press) Journal of Neuroscience

Seeing patterns through the hemodynamic veil - The future of pattern-information fMRI Formisano E, Kriegeskorte N (2012) Neuroimage

Face-identity change activation outside the face system: "release from adaptation" may not always indicate neuronal selectivity , Mur M, Ruff DA, Bodurka J, Bandettini PA, Kriegeskorte N (2010) Cereb Cortex Comparison of multivariate classifiers and response normalizations for pattern-information fMRI Misaki M, Kim Y, Bandettini PA, Kriegeskorte N (2010) NeuroImage, doi: 10.1016/j.neuroimage.2010.05.051 Pattern-information fMRI: new questions which it opens up, and challenges which face it Raizada RDS, Kriegeskorte N (2010) International Journal of Imaging Systems and Technology.

Face-identity change activation outside the face system: "release from adaptation" may not always indicate neuronal selectivity Mur M, Ruff DA, Bodurka J, Bandettini PA, Kriegeskorte N (2010) Cereb Cortex. Jan 5. [Epub ahead of print]

Revealing Representational Content with Pattern-Information fMRI – an Introductory Guide Mur M, Bandettini P, Kriegeskorte N (2009) Social Cognitive and Affective Neuroscience 4(1): 101-9.

The arrow of time: how does the brain represent natural temporal structure? Carvalho FM, Kriegeskorte N. (2008) J Neurosci 28(32): 7933-5.

Middle author

A head view-invariant representation of gaze direction in anterior superior temporal sulcus abstract Carlin JD, Calder AJ, Kriegeskorte N, Nili H, Rowe JB (2011) Curr Biol. 2011 Nov 8;21(21):1817-21.

Utilizing temporal information in fMRI decoding: classifier using kernel regression methods abstract Chu C, Mourão-Miranda J, Chiu YC, Kriegeskorte N, Tan G, Ashburner J. (2011) Neuroimage 58(2):560-71. High-Level Visual Object Representations Are Constrained by Position , Kravitz DJ, Kriegeskorte N, Baker CI (2010) Cereb Cortex.

Neural correlates of trust Krueger F, McCabe K, Moll J, Kriegeskorte N, Zahn R, Strenziok M, Heinecke A, Grafman J. (2007) PNAS 104(50):20084-9

Primary visual cortex activity along the apparent-motion trace reflects illusory perception Muckli L, Kohler A, Kriegeskorte N, Singer W. (2005) PLoS Biology 3(8):e265.

Cortical capacity constraints for visual working memory: dissociation of fMRI load effects in a fronto-parietal network Linden DE, Bittner RA, Muckli L, Waltz JA, Kriegeskorte N, Goebel R, Singer W, Munk MH. (2003) Neuroimage 20 (3): 1518-1530.

Apparent motion: Event-related functional magnetic resonance imaging of perceptual switches and states Muckli L, Kriegeskorte N, Lanfermann H, Zanella FE, Singer W, Goebel R. (2002) J Neurosci 22 (9).

Spatial independent component analysis of functional magnetic resonance imaging time-series: characterization of the cortical components Formisano E, Esposito F, Kriegeskorte N, Tedeschi G, Di Salle F, Goebel R. (2002) Neurocomputing 49: 241-254.

Full list of non-peer reviewed publications

Representational similarity analysis of object population codes in humans, monkeys, and models Kriegeskorte N, Mur M (2011) in Visual Population Codes by Kriegeskorte N, Kreiman G (Eds). MIT Press. Tutorial on pattern classification in functional imaging Kriegeskorte N, Mur M (2011) in Visual Population Codes by Kriegeskorte N, Kreiman G (Eds). MIT Press. Interpreting brain images – reflections on an adolescent field Kriegeskorte N (2011) Trends in Cognitive Sciences. (book review) Funktionelle Bildgebung in der Kognitionsforschung Goebel R, Kriegeskorte N. (2007) Chapter in Eimer M, Goschke T (Eds.): Enzyklopädie der Psychologie: Kognition - Band 5. Hogrefe.

Funktionelle Magnetresonanztomographie Goebel R, Kriegeskorte N. (2005) Chapter in Henrik Walter (Ed.): Funktionelle Bildgebung in Psychiatrie und Psychotherapie. Schattauer, Stuttgart, New York.

Datenanalyse für funktionell bildgebende Verfahren Goebel R, Kriegeskorte N. (2005) Chapter in Henrik Walter (Ed.): Funktionelle Bildgebung in Psychiatrie und Psychotherapie. Schattauer, Stuttgart, New York.