{"id":57759,"date":"2023-03-09T12:21:20","date_gmt":"2023-03-09T11:21:20","guid":{"rendered":"https:\/\/klaeslab.de\/?page_id=57759"},"modified":"2026-02-26T16:02:55","modified_gmt":"2026-02-26T15:02:55","slug":"publications","status":"publish","type":"page","link":"https:\/\/klaeslab.de\/de\/publications\/","title":{"rendered":"Publikationen"},"content":{"rendered":"
<\/span>2026<\/span><\/div><\/div>
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\nPer oculos ad loculos? \u2013 what can we learn from eye tracking about emblem art perception?
\n<\/a><\/h3>\n

Artur Pilacinski, Filipa Ara\u00fajo, Zohar Tal, Patricia Fernandes<\/p>\n

Published in Eikon \u2013 Journal on Semiotics and Culture<\/em><\/p>\n

DOI: 10.5209\/eiko.99780<\/a><\/p>\n<\/div>\n\n\t\t<\/div>\n\t<\/div>\n\t\t<\/div><\/div><\/div><\/div><\/div><\/div>

<\/span>2025<\/span><\/div><\/div>
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\nPupillary oscillations accompany hand movement planning in naturalistic scenes
\n<\/a><\/h3>\n

Sebastian Wiedenski, Marita Metzler, Christian Klaes, Artur Pilacinski<\/p>\n

Published in bioRxiv<\/em> (2025)<\/p>\n

DOI:: 10.64898\/2025.12.23.696178
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\nFaster implicit motor sequence learning of new sequences compatible in terms of movement transitions
\n<\/a><\/h3>\n

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Susanne Dyck, Christian Klaes<\/p>\n

<\/p>\n

Published in npj Science of Learning<\/em> (2025) | Vol. 10, Issue 1, Page 3<\/p>\n

<\/p>\n

DOI:: 10.1038\/s41539-025-00296-4
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\nError-related Potential driven Reinforcement Learning for adaptive Brain-Computer Interfaces
\n<\/a><\/h3>\n

<\/p>\n

Aline Xavier Fid\u00eancio, Felix Gr\u00fcn, Christian Klaes, Ioannis Iossifidis<\/p>\n

<\/p>\n

Published in arXiv preprint<\/em> (2025) | arXiv:2502.18594<\/p>\n

<\/p>\n

DOI:10.48550\/arXiv.2502.18594
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Spontaneous eye movements reveal that premotor cortex is involved in human thinking<\/a><\/h3>\n

<\/p>\n

Artur Pilacinski, Lia Wagner, Gabriel Besson, Maria Joao Matos, Eduardo Araujo, Christian Klaes<\/p>\n

<\/p>\n

Published in bioRxiv<\/em> (2025) | Pages: 2025.03.11.642662<\/p>\n

<\/p>\n

DOI: https:\/\/doi.org\/10.1101\/2025.03.11.642662<\/a><\/p>\n<\/div>\n\n\t\t<\/div>\n\t<\/div>\n\t\t<\/div><\/div><\/div><\/div><\/div><\/div>

<\/span>2024<\/span><\/div><\/div>
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\nHuman in the collaborative loop: a strategy for integrating human activity recognition
\nand non-invasive brain-machine interfaces to control collaborative robots
\n<\/a><\/h3>\n

<\/p>\n

Artur Pilacinski, Lukas Christ, Marius Boshoff, Ioannis Iossifidis,
\nPatrick Adler, Michael Miro, Bernd Kuhlenk\u00f6tter, Christian Klaes<\/p>\n

<\/p>\n

Published in Front. Neurorobot.<\/em> (2024) | Vol. 18<\/p>\n

<\/p>\n

DOI: 10.3389\/fnbot.2024.1383089
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\nHumans underestimate the movement range of their own hands
\n<\/a><\/h3>\n

<\/p>\n

Artur Pilacinski, Antoine Vandenberghe, Gabriella Andrietta, Gilles Vannuscorps<\/p>\n

<\/p>\n

Published in Commun Psychol<\/em> (2024) | Vol. 2, No. 1, p. 104<\/p>\n

<\/p>\n

DOI: 10.1038\/s44271-024-00153-x<\/a><\/p>\n<\/div>\n\n\t\t<\/div>\n\t<\/div>\n\t\t<\/div><\/div><\/div><\/div><\/div><\/div>

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\nTraining-related changes in neural beta oscillations associated with implicit and explicit motor sequence learning
\n<\/a><\/h3>\n

<\/p>\n

Susanne Dyck, Christian Klaes<\/p>\n

<\/p>\n

Published in Scientific Reports<\/em> (2024) | Vol. 14, No. 1, p. 6781<\/p>\n

<\/p>\n

DOI: 10.1038\/s41598-024-57285-7<\/a><\/p>\n

<\/p>\n


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\nPoint of View: Beware \u2018persuasive communication devices\u2019 when <\/a><\/h3>\n

writing and reading scientific articles
\n<\/a><\/h3>\n

<\/p>\n

Olivier Corneille, Jo Havemann, Emma L Henderson, Hans IJzerman, Ian Hussey,<\/p>\n

Jean-Jacques Orban de Xivry, Lee Jussim, Nicholas P Holmes, Artur Pilacinski, Brice Beffara, Harriet Carroll, Nicholas Otieno Outa, Peter Lush, Leon D Lotter<\/p>\n

<\/p>\n

Published in eLife<\/em> (2023) Sciences Publications, Ltd | Vol. 12, p. e88654<\/p>\n

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DOI: 10.7554\/eLife.88654<\/a><\/p>\n<\/div>\n\n\t\t<\/div>\n\t<\/div>\n\t\t<\/div><\/div><\/div><\/div><\/div><\/div>

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\nPhantom touch illusion: Unexpected phenomenological effects of tactile gating in the absence of tactile stimulation
\n<\/a><\/h3>\n

<\/p>\n

Artur Pilacinski, Marita Metzler, Christian Klaes<\/p>\n

<\/p>\n

Published in Nature <\/em>(2023)<\/p>\n

<\/p>\n

DOI: 10.1038\/s41598-023-42683-0<\/a><\/p>\n

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\n\"YouTube\"
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\nThe robot eyes don’t have it: The presence of eyes on collaborative robots yields marginally higher user trust but lower performance<\/a><\/h3>\n

<\/p>\n

Artur Pilacinski, Ana Pinto, Soraia Oliveira, Eduardo Ara\u00fajo, Carla Carvalho, Paula Alexandra Silva, Ricardo Matias, Paulo Menezes, Sonia Sousa<\/p>\n

<\/p>\n

Published in Heliyon<\/em> (2023) | Vol. 9, No. 8, p. e18164<\/p>\n

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DOI: 10.1016\/j.heliyon.2023.e18164
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\nError-related potentials in reinforcement learning-based brain-machine interfaces<\/a><\/h3>\n

<\/p>\n

Aline Xavier Fid\u00eancio, Christian Klaes, Ioannis Iossifidis<\/p>\n

<\/p>\n

Published in Frontiers in Human Neuroscience<\/em> (2022) | Vol. 16<\/p>\n

DOI: https:\/\/doi.org\/10.3389\/fnhum.2022.806517<\/a><\/p>\n

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\nConTraNet: A single end-to-end hybrid network for EEG-based and EMG-based human machine interfaces
\n<\/a><\/h3>\n

<\/p>\n

Omair Ali, Muhammad Saif-ur-Rehman, Tobias Glasmachers, Ioannis Iossifidis, Christian Klaes<\/p>\n

<\/p>\n

Published in arXiv preprint arXiv:2206.10677<\/a><\/em> (2022)<\/p>\n


\n\"YouTube\"
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\nEnhancing the decoding accuracy of EEG signals by the introduction of anchored-STFT and adversarial data augmentation method
\n<\/a><\/h3>\n

<\/p>\n

Omair Ali, Muhammad Saif-ur-Rehman, Susanne Dyck, Tobias Glasmachers, Ioannis Iossifidis, Christian Klaes<\/p>\n

<\/p>\n

Published in Scientific Reports<\/em> (2022) | Vol. 12, No. 1, pp. 1\u201319<\/p>\n

<\/p>\n

DOI: 10.1038\/s41598-022-07992-w<\/a><\/span><\/p>\n

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\n\"YouTube\"
\nYouTube
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\nQuestionable evidence for prefrontal cortex as an alleged psi inhibitor
\n<\/a><\/h3>\n

<\/p>\n

Artur Pilacinski, Christian Klaes, Jason Friedman, Michael Wiesing<\/p>\n

<\/p>\n

Published in Cortex<\/em> (2024), ISSN: 0010-9452<\/span>.<\/p>\n

<\/p>\n

DOI: 10.1016\/j.cortex.2024.01.001
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<\/span>2021<\/span><\/div><\/div><\/div><\/div><\/div><\/div>
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\nQuantifying the alignment error and the effect of incomplete somatosensory feedback on motor performance in a virtual brain\u2013computer-interface setup
\n<\/a><\/h3>\n

<\/p>\n

Robin Lienk\u00e4mper, Susanne Dyck, Muhammad Saif-ur-Rehman, Marita Metzler, Omair Ali, Christian Klaes<\/p>\n

<\/p>\n

Published in Scientific Reports<\/em> (2021) | Vol. 11, No. 1, p. 4614<\/p>\n

<\/p>\n

DOI: 10.1038\/s41598-021-84288-5<\/a><\/p>\n

<\/p>\n


\n\"YouTube\"
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\nSpikeDeep-classifier: a deep-learning based fully automatic offline spike sorting algorithm
\n<\/a><\/h3>\n

<\/p>\n

Muhammad Saif-ur-Rehman, Omair Ali, Susanne Dyck, Robin Lienk\u00e4mper, Marita Metzler, Yaroslav Parpaley, J\u00f6rg Wellmer, Charles Liu, Brian Lee, Spencer Kellis, Richard Andersen, Ioannis Iossifidis, Tobias Glasmachers, Christian Klaes<\/p>\n

<\/p>\n

Published in Journal of Neural Engineering<\/em> (2021) | Vol. 18, No. 1, p. 016009<\/p>\n

<\/p>\n

DOI: 10.1088\/1741-2552\/abc8d4<\/a><\/p>\n<\/div>\n\n\t\t<\/div>\n\t<\/div>\n\t\t<\/div><\/div><\/div><\/div><\/div><\/div>

\n\t
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<\/span>2020<\/span><\/div><\/div><\/div><\/div><\/div><\/div>
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\nAnchored-STFT and GNAA: An extension of STFT in conjunction with an adversarial data augmentation technique for the decoding of neural signals
\n<\/a><\/h3>\n

<\/p>\n

Omair Ali, Muhammad Saif-ur-Rehman, Susanne Dyck, Tobias Glasmachers, Ioannis Iossifidis, Christian Klaes<\/p>\n

<\/p>\n

Published in arXiv preprint<\/em> (2020) | arXiv:2011.14694<\/p>\n

<\/p>\n

DOI: 10.48550\/arXiv.2011.14694<\/a><\/p>\n<\/div>\n\n\t\t<\/div>\n\t<\/div>\n\t\t<\/div><\/div><\/div><\/div><\/div><\/div>

\n\t
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<\/span>2019<\/span><\/div><\/div><\/div><\/div><\/div><\/div>
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\nSpikeDeeptector: a deep-learning based method for detection of neural spiking activity
\n<\/a><\/h3>\n

<\/p>\n

Muhammad Saif-ur-Rehman, Robin Lienk\u00e4mper, Yaroslav Parpaley, J\u00f6rg Wellmer, Charles Liu, Brian Lee, Spencer Kellis, Richard Andersen, Ioannis Iossifidis, Tobias Glasmachers, Christian Klaes<\/p>\n

<\/p>\n

Published in Journal of Neural Engineering<\/em> (2019) | Vol. 16, No. 5, p. 056003<\/p>\n

<\/p>\n

DOI: 10.1088\/1741-2552\/ab1e63<\/a><\/p>\n

<\/p>\n


\n\"YouTube\"
\nYouTube<\/span>
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\n\t
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<\/span>2018<\/span><\/div><\/div><\/div><\/div><\/div><\/div>
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Engineering artificial somatosensation through cortical stimulation in humans<\/a><\/h3>\n

<\/p>\n

Brian Lee, Daniel Kramer, Michelle Armenta Salas, Spencer Kellis, David Brown, Tatyana Dobreva, Christian Klaes, Christi Heck, Charles Liu, Richard A Andersen<\/p>\n

<\/p>\n

Published in Frontiers in Systems Neuroscience<\/em> (2018) | Volume 12 | Page 24<\/p>\n


\n<\/p>\n

DOI: 10.3389\/fnsys.2018.00024<\/a><\/p>\n<\/div>\n\n\t\t<\/div>\n\t<\/div>\n\t\t<\/div><\/div><\/div><\/div><\/div><\/div>

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Invasive brain-computer interfaces and neural recordings from humans<\/a><\/h3>\n

<\/p>\n

Christian Klaes<\/p>\n

<\/p>\n

Published in Handbook of Behavioral Neuroscience<\/em> (2018) | Volume 28 | Pages 527\u2013539<\/p>\n

<\/p>\n

DOI: 10.1016\/B978-0-12-812028-6.00028-8<\/a><\/p>\n<\/div>\n\n\t\t<\/div>\n\t<\/div>\n\t\t<\/div><\/div><\/div><\/div><\/div><\/div>

\n\t
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<\/span>2015<\/span><\/div><\/div><\/div><\/div><\/div><\/div>
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Decoding motor imagery from the posterior parietal cortex of a tetraplegic human<\/a><\/h3>\n

<\/p>\n

Tyson Aflalo, Spencer Kellis, Christian Klaes, Brian Lee, Ying Shi, Kelsie Pejsa, Kathleen Shanfield, Stephanie Hayes-Jackson,<\/p>\n

Mindy Aisen, Christi Heck, Charles Liu, Richard A Andersen<\/p>\n

<\/p>\n

Published in Science<\/em> (2015) | Volume 348, Issue 6237 | Pages 906\u2013910<\/p>\n

DOI: 10.1126\/science.aaa5417<\/a><\/p>\n<\/div>\n\n\t\t<\/div>\n\t<\/div>\n\t\t<\/div><\/div><\/div><\/div><\/div><\/div>

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\nHand shape representations in the human posterior parietal cortex
\n<\/a><\/h3>\n

<\/p>\n

Christian Klaes, Spencer Kellis, Tyson Aflalo, Brian Lee, Kelsie Pejsa, Kathleen Shanfield, Stephanie Hayes-Jackson, Mindy Aisen, Christi Heck, Charles Liu, Richard A Andersen<\/p>\n

<\/p>\n

Published in Journal of Neuroscience<\/em> (2015) | Vol. 35, No. 46, pp. 15466\u201315476<\/p>\n

<\/p>\n

DOI: 10.1523\/JNEUROSCI.2747-15.2015<\/a><\/p>\n

<\/p>\n


\n\"YouTube\"
\nYouTube<\/span>
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\n\t
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<\/span>2014<\/span><\/div><\/div><\/div><\/div><\/div><\/div>
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\nA collaborative BCI approach to autonomous control of a prosthetic limb system
\n<\/a><\/h3>\n

<\/p>\n

Kapil D Katyal, Matthew S Johannes, Spencer Kellis, Tyson Aflalo, Christian Klaes, Timothy G McGee, Matthew P Para, Ying Shi,<\/p>\n

Brian Lee, Kelsie Pejsa, Charles Liu, Brock A Wester, Francesco Tenore, James D Beaty, Alan D Ravitz, Richard A Andersen, Michael P McLoughlin<\/p>\n

<\/p>\n

Presented at 2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC)<\/em> (2014\/10\/5) | Pages 1479\u20131482<\/p>\n

<\/p>\n

DOI: 10.1109\/SMC.2014.6974124<\/a><\/p>\n<\/div>\n\n\t\t<\/div>\n\t<\/div>\n\t\t<\/div><\/div><\/div><\/div><\/div><\/div>

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Toward more versatile and intuitive cortical brain\u2013machine interfaces<\/a><\/h3>\n

<\/p>\n

Richard A Andersen, Spencer Kellis, Christian Klaes, Tyson Aflalo<\/p>\n

<\/p>\n

Published in Current Biology<\/em> (2014\/9\/22) | Volume 24, Issue 18 | Pages R885\u2013R897<\/p>\n

<\/p>\n

DOI: 10.1016\/j.cub.2014.07.068<\/a><\/p>\n<\/div>\n\n\t\t<\/div>\n\t<\/div>\n\t\t<\/div><\/div><\/div><\/div><\/div><\/div>

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\nA cognitive neuroprosthetic that uses cortical stimulation for somatosensory feedback
\n<\/a><\/h3>\n

<\/p>\n

Christian Klaes, Ying Shi, Spencer Kellis, Juri Minxha, Boris Revechkis, Richard A Andersen<\/p>\n

<\/p>\n

Published in Journal of Neural Engineering<\/em> (2014\/9\/22) | Volume 11, Issue 5 | Pages 056024<\/p>\n

<\/p>\n

DOI: 10.1088\/1741-2560\/11\/5\/056024<\/a><\/p>\n<\/div>\n\n\t\t<\/div>\n\t<\/div>\n\t\t<\/div><\/div><\/div><\/div><\/div><\/div>

\n\t
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<\/span>2012<\/span><\/div><\/div><\/div><\/div><\/div><\/div>
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Sensorimotor learning biases choice behavior: a learning neural field model for decision making<\/a><\/h3>\n

<\/p>\n

Christian Klaes, Sebastian Schneegans, Gregor Sch\u00f6ner, Alexander Gail<\/p>\n

<\/p>\n

Published in PLoS Computational Biology<\/em> (2012\/11\/15) | Volume 8, Issue 11 | Pages e1002774<\/p>\n

<\/p>\n

DOI: 10.1371\/journal.pcbi.1002774<\/a><\/p>\n<\/div>\n\n\t\t<\/div>\n\t<\/div>\n\t\t<\/div><\/div><\/div><\/div><\/div><\/div>

\n\t
\n\t\t
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<\/span>2011<\/span><\/div><\/div><\/div><\/div><\/div><\/div>
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A neural field model of decision making in the posterior parietal cortex<\/a><\/h3>\n

<\/p>\n

Christian Klaes, Sebastian Schneegans, Gregor Sch\u00f6ner, Alexander Gail<\/p>\n

<\/p>\n

Published in BMC Neuroscience<\/em> (2011\/12) | Volume 12 | Pages 1\u20132<\/p>\n

<\/p>\n

DOI: 10.1186\/1471-2202-12-S1-P116<\/a><\/p>\n<\/div>\n\n\t\t<\/div>\n\t<\/div>\n\t\t<\/div><\/div><\/div><\/div><\/div><\/div>

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Choosing Goals, Not Rules: Deciding among Rule-Based Action Plans<\/a><\/h3>\n

<\/p>\n

Christian Klaes, Stephanie Westendorff, Shubhodeep Chakrabarti, Alexander Gail<\/p>\n

<\/p>\n

Published in Neuron<\/em> (2011\/5\/12) | Volume 70, Issue 3 | Pages 536\u2013548<\/p>\n

<\/p>\n

DOI: 10.1016\/j.neuron.2011.02.053<\/a><\/p>\n<\/div>\n\n\t\t<\/div>\n\t<\/div>\n\t\t<\/div><\/div><\/div><\/div><\/div><\/div>

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The cortical timeline for deciding on reach motor goals<\/a><\/h3>\n

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Stephanie Westendorff, Christian Klaes, Alexander Gail<\/p>\n

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Published in Journal of Neuroscience<\/em> (2010\/4\/14) | Volume 30, Issue 15 | Pages 5426\u20135436<\/p>\n

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DOI: 10.1523\/JNEUROSCI.4628-09.2010<\/a><\/p>\n<\/div>\n\n\t\t<\/div>\n\t<\/div>\n\t\t<\/div><\/div><\/div><\/div><\/div><\/div>

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<\/span>2009<\/span><\/div><\/div><\/div><\/div><\/div><\/div>
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<\/p>\n

Implementation of spatial transformation rules for goal-directed reaching via gain modulation in monkey parietal and premotor cortex<\/a><\/h3>\n

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Alexander Gail, Christian Klaes, Stephanie Westendorff<\/p>\n

<\/p>\n

Published in Journal of Neuroscience<\/em> (2009\/7\/29) | Volume 29, Issue 30 | Pages 9490\u20139499<\/p>\n

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DOI: 10.1523\/JNEUROSCI.0710-09.2009<\/a><\/p>\n<\/div>\n\n\t\t<\/div>\n\t<\/div>\n\t\t<\/div><\/div><\/div><\/div><\/div><\/div>

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<\/span>2004<\/span><\/div><\/div><\/div><\/div><\/div><\/div>
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Evolutionary adaptation of nonlinear dynamical systems in computational neuroscience<\/a><\/h3>\n

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Stefan Schneider, Christian Igel, Christian Klaes, Hubert R Dinse, Jan C Wiemer<\/p>\n

<\/p>\n

Published in Genetic Programming and Evolvable Machines<\/em> (2004\/6) | Volume 5 | Pages 215\u2013227<\/p>\n

<\/p>\n

DOI: 10.1023\/B:GENP.0000023682.90211.bd<\/a><\/p>\n<\/div>\n\n\t\t<\/div>\n\t<\/div>\n\t\t<\/div><\/div><\/div><\/div><\/div><\/div>

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\n\t\t\t\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"

2026 Per oculos ad loculos? \u2013 what can we learn from eye tracking about emblem art perception? Artur Pilacinski, Filipa Ara\u00fajo, Zohar Tal, Patricia Fernandes Published in Eikon \u2013 Journal on Semiotics and Culture DOI: 10.5209\/eiko.99780 2025 Pupillary oscillations accompany hand movement planning in naturalistic scenes Sebastian Wiedenski, Marita Metzler, Christian Klaes, Artur Pilacinski Published…<\/p>","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"class_list":["post-57759","page","type-page","status-publish","hentry","description-off"],"acf":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/klaeslab.de\/de\/wp-json\/wp\/v2\/pages\/57759","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/klaeslab.de\/de\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/klaeslab.de\/de\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/klaeslab.de\/de\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/klaeslab.de\/de\/wp-json\/wp\/v2\/comments?post=57759"}],"version-history":[{"count":94,"href":"https:\/\/klaeslab.de\/de\/wp-json\/wp\/v2\/pages\/57759\/revisions"}],"predecessor-version":[{"id":58570,"href":"https:\/\/klaeslab.de\/de\/wp-json\/wp\/v2\/pages\/57759\/revisions\/58570"}],"wp:attachment":[{"href":"https:\/\/klaeslab.de\/de\/wp-json\/wp\/v2\/media?parent=57759"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}