2024

Pilacinski, Artur; Klaes, Christian; Friedman, Jason; Wiesing, Michael

Questionable evidence for prefrontal cortex as an alleged psi inhibitor Journal Article

In: Cortex, 2024, ISSN: 0010-9452.

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2023

Corneille, Olivier; Havemann, Jo; Henderson, Emma L; IJzerman, Hans; Hussey, Ian; de Xivry, Jean-Jacques Orban; Jussim, Lee; Holmes, Nicholas P; Pilacinski, Artur; Beffara, Brice; Carroll, Harriet; Outa, Nicholas Otieno; Lush, Peter; Lotter, Leon D

Point of View: Beware ‘persuasive communication devices’ when writing and reading scientific articles Journal Article

In: eLife, vol. 12, pp. e88654, 2023, ISSN: 2050-084X.

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Pilacinski, Artur; Pinto, Ana; Oliveira, Soraia; Araújo, Eduardo; Carvalho, Carla; Silva, Paula Alexandra; Matias, Ricardo; Menezes, Paulo; Sousa, Sonia

The robot eyes don't have it. The presence of eyes on collaborative robots yields marginally higher user trust but lower performance Journal Article

In: Heliyon, vol. 9, no. 8, pp. e18164, 2023, ISSN: 2405-8440.

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Klaes, Christian; Pilacinski, Artur; Kellis, Spencer; Aflalo, Tyson; Liu, Charles; Andersen, Richard

Neural representations of economic decision variables in human posterior parietal cortex Journal Article

In: bioRxiv, 2023.

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Pilacinski, Artur; Metzler, Marita; Klaes, Christian

Phantom touch illusion: Unexpected phenomenological effects of tactile gating in the absence of tactile stimulation Journal Article

In: bioRxiv, pp. 2023–02, 2023.

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2022

Ali, Omair; Saif-ur-Rehman, Muhammad; Dyck, Susanne; Glasmachers, Tobias; Iossifidis, Ioannis; Klaes, Christian

Enhancing the decoding accuracy of EEG signals by the introduction of anchored-STFT and adversarial data augmentation method Journal Article

In: Scientific reports, vol. 12, no. 1, pp. 1–19, 2022.

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Fidêncio, Aline Xavier; Klaes, Christian; Iossifidis, Ioannis

Error-related potentials in reinforcement learning-based brain-machine interfaces Journal Article

In: Frontiers in Human Neuroscience, vol. 16, 2022.

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Ali, Omair; Saif-ur-Rehman, Muhammad; Glasmachers, Tobias; Iossifidis, Ioannis; Klaes, Christian

ConTraNet: A single end-to-end hybrid network for EEG-based and EMG-based human machine interfaces Journal Article

In: arXiv preprint arXiv:2206.10677, 2022.

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Klaes, Christian

KI hautnah--Hybride Systeme und Extended Mind Book Chapter

In: pp. 31, Kohlhammer Verlag, 2022.

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2021

Marjaninejad, Ali; Klaes, Christian; Valero-Cuevas, Francisco J

Data-efficient Causal Decoding of Spiking Neural Activity using Weighted Voting Proceedings Article

In: 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), pp. 5850–5855, IEEE 2021.

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Lienkämper, Robin; Dyck, Susanne; Saif-ur-Rehman, Muhammad; Metzler, Marita; Ali, Omair; Klaes, Christian

Quantifying the alignment error and the effect of incomplete somatosensory feedback on motor performance in a virtual brain--computer-interface setup Journal Article

In: Scientific reports, vol. 11, no. 1, pp. 1–14, 2021.

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Saif-ur-Rehman, Muhammad; Ali, Omair; Dyck, Susanne; Lienkämper, Robin; Metzler, Marita; Parpaley, Yaroslav; Wellmer, Jörg; Liu, Charles; Lee, Brian; Kellis, Spencer; others,

SpikeDeep-Classifier: A deep-learning based fully automatic offline spike sorting algorithm Journal Article

In: Journal of Neural Engineering, vol. 18, no. 1, pp. 016009, 2021.

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2020

Ali, Omair; Saif-ur-Rehman, Muhammad; Dyck, Susanne; Glasmachers, Tobias; Iossifidis, Ioannis; Klaes, Christian

Anchored-STFT and GNAA: An extension of STFT in conjunction with an adversarial data augmentation technique for the decoding of neural signals Journal Article

In: arXiv preprint arXiv:2011.14694, 2020.

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Ali, Omair; Rehman, M Saif-ur; Dyck, Susanne; Glasmachers, Tobias; Iossifidis, Ioannis; Klaes, Christian

Improving the performance of eeg decoding using anchored-stft in conjunction with gradient norm adversarial augmentation Journal Article

In: arXiv preprint arXiv:2011.14694, 2020.

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Hussain, Muhammad Ayaz; Saif-ur-Rehman, Muhammad; Klaes, Christian; Iossifidis, Ioannis

Comparison of Anomaly Detection between Statistical Method and Undercomplete Autoencoder Proceedings Article

In: Proceedings of the 5th International Conference on Big Data and Computing, pp. 32–38, 2020.

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2019

Saif-ur-Rehman, Muhammad; Lienkämper, Robin; Parpaley, Yaroslav; Wellmer, Jörg; Liu, Charles; Lee, Brian; Kellis, Spencer; Andersen, Richard; Iossifidis, Ioannis; Glasmachers, Tobias; others,

SpikeDeeptector: A deep-learning based method for detection of neural spiking activity Journal Article

In: Journal of neural engineering, vol. 16, no. 5, pp. 056003, 2019.

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2018

Klaes, Christian

Invasive brain-computer interfaces and neural recordings from humans Book Section

In: Handbook of behavioral neuroscience, vol. 28, pp. 527–539, Elsevier, 2018.

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Heil, Reinhard; Hansmann, Otto; Sorgner, Stefan Lorenz; Ach, Johann S; Weir, Ralph; Michel, Jan; Coeckelbergh, Mark; Klöcker, Katharina; Müller, Klaus; Cole-Turner, Ron; others,

Designobjekt Mensch: die Agenda des Transhumanismus auf dem Prüfstand Miscellaneous

2018.

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Lee, Brian; Kramer, Daniel; Salas, Michelle Armenta; Kellis, Spencer; Brown, David; Dobreva, Tatyana; Klaes, Christian; Heck, Christi; Liu, Charles; Andersen, Richard A

Engineering artificial somatosensation through cortical stimulation in humans Journal Article

In: Frontiers in systems neuroscience, vol. 12, pp. 24, 2018.

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2016

Gildenberg, Philip L; Kramer, Daniel; Lee, Brian; Brown, David; Dobreva, Tatyana; Klaes, Christian; Andersen, Richard; Liu, Charles

Producing Artificial Sensation through Cortical Stimulation in Humans Proceedings Article

In: JOURNAL OF NEUROSURGERY, pp. A1162–A1162, AMER ASSOC NEUROLOGICAL SURGEONS 5550 MEADOWBROOK DRIVE, ROLLING MEADOWS, IL~… 2016.

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2015

Klaes, Christian; Kellis, Spencer; Aflalo, Tyson; Lee, Brian; Pejsa, Kelsie; Shanfield, Kathleen; Hayes-Jackson, Stephanie; Aisen, Mindy; Heck, Christi; Liu, Charles; others,

Hand shape representations in the human posterior parietal cortex Journal Article

In: Journal of Neuroscience, vol. 35, no. 46, pp. 15466–15476, 2015.

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Aflalo, Tyson; Kellis, Spencer; Klaes, Christian; Lee, Brian; Shi, Ying; Pejsa, Kelsie; Shanfield, Kathleen; Hayes-Jackson, Stephanie; Aisen, Mindy; Heck, Christi; others,

Decoding motor imagery from the posterior parietal cortex of a tetraplegic human Journal Article

In: Science, vol. 348, no. 6237, pp. 906–910, 2015.

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2014

Katyal, Kapil D; Johannes, Matthew S; Kellis, Spencer; Aflalo, Tyson; Klaes, Christian; McGee, Timothy G; Para, Matthew P; Shi, Ying; Lee, Brian; Pejsa, Kelsie; others,

A collaborative BCI approach to autonomous control of a prosthetic limb system Proceedings Article

In: 2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC), pp. 1479–1482, IEEE 2014.

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Klaes, Christian; Shi, Ying; Kellis, Spencer; Minxha, Juri; Revechkis, Boris; Andersen, Richard A

A cognitive neuroprosthetic that uses cortical stimulation for somatosensory feedback Journal Article

In: Journal of neural engineering, vol. 11, no. 5, pp. 056024, 2014.

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Andersen, Richard A; Kellis, Spencer; Klaes, Christian; Aflalo, Tyson

Toward more versatile and intuitive cortical brain--machine interfaces Journal Article

In: Current Biology, vol. 24, no. 18, pp. R885–R897, 2014.

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2012

Klaes, C; Schneegans, S

Schö ner G, Gail A (2012) Sensorimotor Learning Biases Choice Behavior: A Learning Neural Field Model for Decision Making Miscellaneous

2012.

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Klaes, Christian; Schneegans, Sebastian; Schöner, Gregor; Gail, Alexander

Sensorimotor learning biases choice behavior: a learning neural field model for decision making Journal Article

In: PLoS computational biology, vol. 8, no. 11, pp. e1002774, 2012.

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2011

Klaes, Christian; Schneegans, Sebastian; Schöner, Gregor; Gail, Alexander

A neural field model of decision making in the posterior parietal cortex Journal Article

In: BMC Neuroscience, vol. 12, pp. 1–2, 2011.

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Klaes, Christian

Conditional visuomotor behavior in the Parietal Reach Region and Dorsal Premotor Cortex Journal Article

In: 2011.

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Klaes, Christian; Westendorff, Stephanie; Chakrabarti, Shubhodeep; Gail, Alexander

Choosing goals, not rules: deciding among rule-based action plans Journal Article

In: Neuron, vol. 70, no. 3, pp. 536–548, 2011.

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2010

Westendorff, Stephanie; Klaes, Christian; Gail, Alexander

The cortical timeline for deciding on reach motor goals Journal Article

In: Journal of Neuroscience, vol. 30, no. 15, pp. 5426–5436, 2010.

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2009

Gail, Alexander; Klaes, Christian; Westendorff, Stephanie

Implementation of spatial transformation rules for goal-directed reaching via gain modulation in monkey parietal and premotor cortex Journal Article

In: Journal of Neuroscience, vol. 29, no. 30, pp. 9490–9499, 2009.

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2004

Klaes, Christian

Konzeption und Implementierung von Verhaltens-Modulen für eine mobile autonome Roboterplattform PhD Thesis

INI, 2004.

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Schneider, Stefan; Igel, Christian; Klaes, Christian; Dinse, Hubert R; Wiemer, Jan C

Evolutionary adaptation of nonlinear dynamical systems in computational neuroscience Journal Article

In: Genetic Programming and Evolvable Machines, vol. 5, pp. 215–227, 2004.

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2003

Klaes, C; Ragert, P; Jancke, DE; Tegenthoff, M; Dinse, HR

rTMS induced improvement of human orientation discrimination Proceedings Article

In: Soc Neurosci Abstr, pp. 22, 2003.

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2002

Dinse, Hubert R; Hüsken, Michael; Igel, Christian; Klaes, Christian; Nunkesser, Marc; Schneider, Stefan; Wiemer, Jan

Derandomized evolution strategies in computational neuroscience Proceedings Article

In: Genetic and evolutionary computation conference workshop program (GECCO 2002): Biological applications of genetic and evolutionary computation (BioGEC 2002), pp. 35–37, 2002.

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