Publications

PREPRINT SERVERS

Kaiser D, Inciuraite G, Cichy RM (2020) Rapid contextualization of fragmented scene information in the human visual system. biorXiv; doi: 10.1101/2020.01.06.895870. <bioarXiv>

Cichy RM, Roig G, Andonian A, Dwivedi K, Lahner B, Lascelles A, Mohsenzadeh Y, Ramakrishnan K, Oliva A (2019) The Algonauts Project: A Platform for Communication between the Sciences of Biological and Artificial Intelligence. arXiv: 1905.05675. <arXiv>

PEER REVIEWED ARTICLES

accepted & in press

Kaiser D, Häberle G, Cichy RM (2019) Cortical Sensitivity to Natural Scene Structure. Hum Brain Map; doi: 10.1002/hbm.24875. <article> <bioRxiv> <data>

2019

Kietzmann T, Courtney JS, Sörensen L, Cichy RM, Hauk O, Kriegeskorte N (2019). Recurrence required to capture the dynamic computations of the human ventral visual stream. PNAS 116(43): 21854-21863; doi: 10.1073/pnas.1905544116. <article> <arXiv>

Kaiser D, Turini J, Cichy RM (2019). A neural mechanism for contextualizing fragmented inputs during naturalistic vision. eLife 2019; 8: e48182, doi: 10.7554/eLife.48182. <article> <arxiv> <data>

Kaiser D, Quek GL, Cichy RM, Peelen MV (2019) Object vision in a structured world. Trends Cogn Sci 23(8): 672-685. <pdf>

Cichy RM, Kriegeskorte N, Jozwik K, van den Bosch JJF, Charest I (2019) The spatiotemporal neural dynamics underlying perceived similarity for real-world objects. Neuroimage 194: 12-24. <bioRxiv> <pdf>

Cichy RM, Kaiser D (2019) Deep neural networks as scientific models. TrendsCognSci 23(4): 305-317; doi: 10.1016/j.tics.2019.01.009. <article>

Ambrus GG*, Kaiser D*, Cichy RM, Kovács G (2019) The neural dynamics of familiar face recognition. CerebCortex bhz010; doi: 10.1093/cercor/bhz010. <bioRxiv> <article>

Mohsenzadeh Y, Mullin C, Lahner B, Cichy RM, Oliva A (2019) Reliability and Generalizability of Similarity-Based Fusion of MEG and fMRI Data in Human Ventral and Dorsal Visual Streams. Vision 3(1), 8; doi: 10.3390/vision3010008. <biorXiv> <article>

2018

Kaiser D, Cichy RM (2018) Typical visual-field locations facilitate access to awareness for everyday objects. Cognition 180: 118-122; doi: 10.1016/j.cognition.2018.07.009. <data>

Khaligh-Razavi SM, Cichy RM, Pantazis D, Oliva A (2018) Tracking the spatiotemporal neural dynamics of real-world object size and animacy in the human brain. JCognNeurosci 30(11):1559-1576, doi: 10.1162/jocn_a_01290. <article>

Grootswagers T, Cichy RM, Carlson T (2018) Finding decodable information that is read out in behaviour. Neuroimage 179: 252-262; doi: 10.1016/j.neuroimage.2018.06.022. <article> <bioRxiv>

Chen Y, Cichy RM, Stannat W, Haynes JD (2018) Scale-specific analysis of fMRI data on the irregular cortical surface. Neuroimage 181: 370-381. <article> <bioRxiv>

Pantazis D, Fang M, Qin S, Mohsenzadeh Y, Li Q, Cichy RM (2018) Decoding the orientation of contrast edges from MEG evoked and induced responses. Neuroimage 180:267-279; doi: 10.1016/j.neuroimage.2017.07.022. <article> <bioRxiv>

Hebart MN, Bankson BB, Harel A, Baker CI*, Cichy RM* (2018) Representational dynamics of task context and its influence on visual object processing. eLife 2018; 7:e32816, doi: 10.7554/eLife.32816. <article> <bioRxiv>

Kaiser D, Cichy RM (2018) Typical visual-field locations enhance processing in object-selective channels of human occipital cortex. JNeurophys; doi: 10.1152/jn.00229.2018. <article> <data>

Kaiser D, Moeskops MM, Cichy RM (2018) Typical retinotopic locations impact the time course of object coding. Neuroimage 176: 372:379; doi: 10.1016/j.neuroimage.2018.05.0066. <article> <bioRxiv> <data>

Guggenmos M, Sterzer P, Cichy RM (2018) Multivariate pattern analysis for MEG: a comprehensive comparison of dissimilarity measures.  Neuroimage 173:434-447; doi: 10.1016/j.neuroimage.2018.02.044. <article> <bioRxiv> <matlab & python tutorial>

Mohsenzadeh Y, Qin S, Cichy RM, Pantazis D (2018) Ultra-Rapid serial visual presentation reveals dynamics of feedforward and feedback processes in the ventral visual pathway. eLife 2018;7:e36329; doi: 10.7554/eLife.36329. <article> <bioRxiv>

Grootswager T, Cichy RM , Carlson T (2018) Finding decodable information that is read out in behaviour.  Neuroimage 179: 252-262; doi: 10.1016/j.neuroimage.2018.06.022.  <article> <bioRxiv>

2017

Cichy RM, Pantazis D (2017) Multivariate pattern analysis of MEG and EEG: a comparison of representational structure in time and space. Neuroimage 158:441-454. <article> <bioRxiv <data>

Cichy RM, Khosla A, Pantazis D, & Oliva A (2017) Dynamics of scene representations in the human brain revealed by magnetoencephalography and deep neural networks. Neuroimage 153:346-358, doi:10.1016/j.neuroimage.2016.03.063. <article> <project page> <biorxiv>

Cichy RM, Teng S (2017) Resolving the neural dynamics of visual and auditory scene processing in the human brain: a methodological approach. PhilTransRSocB 372:1714. doi: 10.1098/rstb.2016.0108. <pdf>

2016

Cichy, RM, Pantazis D & Oliva A (2016) Similarity-based fusion of MEG and fMRI reveals spatio-temporal information flow in visual object recognition. CerebCortex 26(8):3563-79. doi: 10.1093/cercor/bhw135. <article> <biorxiv>  <project page>

Cichy RM, Khosla A, Pantazis D, Torralba A & Oliva A (2016) Comparison of deep neural networks to spatio-temporal cortical dynamics of human visual object recognition reveals hierarchical correspondence. SciReports 6:27755; doi: 10.1038/srep27755. <article> <project page> <arxiv>

Cichy RM, Ramirez MF, Pantazis D (2016) Can visual information encoded in cortical columns be decoded from magnetoencephalography data in humans? Neuroimage 121: 193-204; doi:10.1016/j.neuroimage.2015.07.011. <pdf> <arxiv> <tics-spotlight>

2015

Guggenmos M, Thoma V, Haynes JD, Richardson-Klavehn A, Cichy RM*, Sterzer P* (2015) Spatial attention enhances object coding in local and distributed representations of lateral occipital complex. Neuroimage 116:149-157; doi:10.1016/j.neuroimage.2015.04.004. <pdf>

Guggenmos M, Thoma V, Cichy RM, Haynes, JD, Sterzer P, Richardson-Klavehn R (2015) Non-holistic coding of objects in lateral occipital complex with and without attention. Neuroimage 107:356-363; doi: 10.1016/j.neuroimage.2014.12.013.

Christophel TB, Cichy RM, Hebart MN, Haynes JD (2015) Early visual and parietal cortex encodes working memory across mental transformations. Neuroimage, doi: 10.1016/j.neuroimage.2014.11.018.

2014

Ramirez F, Cichy RM, Allefeld C, Haynes JD (2014) The neural code for face orientation in the human fusiform face area. J Neurosci, 34(36): 12155-12167; doi: 10.1523/JNEUROSCI.3156-13.2014. <pdf>

Cichy RM, Pantazis D, Oliva A (2014) Resolving human object recognition in space and time. Nat Neurosci 17(3): 455-462; doi: 10.1038/NN.3635. <pdf> <news&views> <news>

before 2014

Cichy RM, Sterzer P, Heinzle J, Haynes JD (2013) Uncovering principles of large-scale object representation: category preference and location encoding. Hum Brain Mapp 34(7):1636-1651. <pdf>

Cichy RM, Heinzle J, Haynes JD (2012) Imagery and perception share cortical representations of content and location. Cereb Cortex 22(2): 372-380. <pdf>

Cichy RM, Chen Y, Haynes, JD (2011).Encoding the identity and location of objects in human LOC. Neuroimage 54(3): 2297-307. <pdf>

Schmidt S, Cichy RM, Kraft A, Brocke J, Irlbacher K, Brandt SA (2009) An initial transient-state and reliable measure of corticospinal excitability in TMS studies. Clin Neurophysiol; 120(5): 987-93. <pdf>

Brocke J, Schmidt S, Irlbacher K, Cichy RM, Brandt SA (2008) Transcranial cortex stimulation and fMRI: electrophysiological correlates of dual-pulse BOLD signal modulation. Neuroimage 40(2): 631-43. <pdf>

CHAPTERS AND REVIEWS

Cichy RM (2015) Review of ‚Handbuch Kognitionswissenschaft; Achim Stephan, Sven Walter (Eds.). Phen Cogn Sci; doi:10.1007/s11097-015-9431-1.

Heinzle, J, Anders, S, Bode, S, Bogler, C, Chen, Y, Cichy, RM, Hackmack, K, Kahnt, T, Kalberlah, C, Reverberi, C, Soon, SC, Tusche, A, Weygandt, M & Haynes, JD (2012) Multivariate decoding of fMRI data – towards a content-based cognitive neuroscience. Neuroforum, 1, 160-177.

Cichy RM (2007) Transkranielle Hirnstimulation – Kausalität zwischen Gehirn und Geist. Nervenheilkunde. Nervenheilkunde 26 (12): 1148-1151.

Cichy RM, Fischer L, Rettenbacher S, Tsouni G (2007) Klosterwelten- Welt und Kloster. Projekt Junges Europa, Hannover: Wehrhahn Verlag.

Cichy RM (2005) The Dennettian Concept of Intentionality: Past and Present. Publications of the Institute of Cognitive Science. Volume 8-2005, Osnabrück.

* shared authorship