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Gedächtnisverbesserung: Möglichkeiten und kritische Betrachtung

In F. Hüttemann & Liggieri, K. (Eds.), Die Grenze "Mensch". Diskurse des Transhumanismus. Bielefeld: transcript Verlag

@incollection{Cheng0,
	author		=	{Cheng, Sen},
	title		=	{Gedächtnisverbesserung: Möglichkeiten und kritische Betrachtung},
	booktitle	=	{Die Grenze "Mensch". Diskurse des Transhumanismus.},
	editor		=	{Hüttemann, Felix and Liggieri, Kevin},
	publisher	=	{transcript Verlag},
	address		=	{Bielefeld},
	year		=	{in press},
}

Bridging the gap between single receptor type activity and whole-brain dynamics

Jancke, D., Herlitze, S., Kringelbach, M. L., & Deco, G.

The FEBS Journal

@article{JanckeHerlitzeKringelbachEtAl0,
	author		=	{Jancke, Dirk and Herlitze, Stefan and Kringelbach, Morten L. and Deco, Gustavo},
	title		=	{Bridging the gap between single receptor type activity and whole-brain dynamics},
	journal		=	{The FEBS Journal},
	month		=	{April},
	year		=	{in press},
	doi		=	{10.1111/febs.15855},
}

2022

The cerebellum contributes to context-effects during fear extinction learning: A 7T fMRI study

Batsikadze, G., Diekmann, N., Ernst, T. M., Klein, M., Maderwald, S., Deuschl, C., et al.

NeuroImage, 253, 119080

@article{BatsikadzeDiekmannErnstEtAl2022,
	author		=	{Batsikadze, Giorgi and Diekmann, Nicolas and Ernst, Thomas Michael and Klein, Michael and Maderwald, Stefan and Deuschl, Cornelius and Merz, Christian Josef and Cheng, Sen and Quick, Harald H. and Timmann, Dagmar},
	title		=	{The cerebellum contributes to context-effects during fear extinction learning: A 7T fMRI study},
	journal		=	{NeuroImage},
	volume		=	{253},
	pages		=	{119080},
	month		=	{June},
	year		=	{2022},
	doi		=	{10.1016/j.neuroimage.2022.119080},
}

Robust Query Processing for Linked Data Fragments

Heling, L., & Acosta, M.

Semantic Web

@article{HelingAcosta2022,
	author		=	{Heling, Lars and Acosta, Maribel},
	title		=	{Robust Query Processing for Linked Data Fragments},
	journal		=	{Semantic Web},
	year		=	{2022},
}

Federated SPARQL Query Processing over Heterogeneous Linked Data Fragments

Heling, L., & Acosta, M.

In The Web Conference (WWW). To appear.

@inproceedings{HelingAcosta2022b,
	author		=	{Heling, Lars and Acosta, Maribel},
	title		=	{Federated SPARQL Query Processing over Heterogeneous Linked Data Fragments},
	booktitle	=	{The Web Conference (WWW). To appear.},
	year		=	{2022},
}

Seeing What I Did (Not): Cerebral and Behavioral Effects of Agency and Perspective on Episodic Memory Re-activation

Jainta, B., Siestrup, S., El-Sourani, N., Trempler, I., Wurm, M. F., Werning, M., et al.

Frontiers in Behavioral Neuroscience, 15

@article{JaintaSiestrupEl-SouraniEtAl2022,
	author		=	{Jainta, Benjamin and Siestrup, Sophie and El-Sourani, Nadiya and Trempler, Ima and Wurm, Moritz F. and Werning, Markus and Cheng, Sen and Schubotz, Ricarda I.},
	title		=	{Seeing What I Did (Not): Cerebral and Behavioral Effects of Agency and Perspective on Episodic Memory Re-activation},
	journal		=	{Frontiers in Behavioral Neuroscience},
	volume		=	{15},
	month		=	{January},
	year		=	{2022},
	doi		=	{10.3389/fnbeh.2021.793115},
}

Reduction of Variance-related Error through Ensembling: Deep Double Descent and Out-of-Distribution Generalization

Rath-Manakidis, P., Hlynsson, H. D., & Wiskott, L.

In Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods - ICPRAM, (pp. 31–40) SciTePress

@inproceedings{Rath-ManakidisHlynssonWiskott2022,
	author		=	{Rath-Manakidis, Pavlos and Hlynsson, Hlynur Davíð and Wiskott, Laurenz},
	title		=	{Reduction of Variance-related Error through Ensembling: Deep Double Descent and Out-of-Distribution Generalization},
	booktitle	=	{Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods - ICPRAM,},
	pages		=	{31–40},
	organization	=	{INSTICC},
	publisher	=	{SciTePress},
	year		=	{2022},
	doi		=	{10.5220/0010821300003122},
}

Deep Transfer-Learning for patient specific model re-calibration: Application to sEMG-Classification

Stephan Johann Lehmler, T. G.

arXiv.org

@techreport{Stephan Johann Lehmler2022,
	author		=	{Stephan Johann Lehmler, Muhammad Saif-ur-Rehman, Tobias Glasmachers},
	title		=	{Deep Transfer-Learning for patient specific model re-calibration: Application to sEMG-Classification},
	institution	=	{arXiv.org},
	number		=	{2112.15019},
	year		=	{2022},
}

2021

A multistage retrieval account of associative recognition ROC curves

Hakobyan, O., & Cheng, S.

Learning and Memory, 28(11), 400–404

@article{HakobyanCheng2021b,
	author		=	{Hakobyan, Olya and Cheng, Sen},
	title		=	{A multistage retrieval account of associative recognition ROC curves},
	journal		=	{Learning and Memory},
	volume		=	{28},
	number		=	{11},
	pages		=	{400–404},
	month		=	{October},
	year		=	{2021},
	doi		=	{10.1101/lm.053432.121},
}

Neuronal sequences during theta rely on behavior-dependent spatial maps

Parra-Barrero, E., Diba, K., & Cheng, S.

eLife, 10

@article{Parra-BarreroDibaCheng2021b,
	author		=	{Parra-Barrero, Eloy and Diba, Kamran and Cheng, Sen},
	title		=	{Neuronal sequences during theta rely on behavior-dependent spatial maps},
	journal		=	{eLife},
	volume		=	{10},
	month		=	{October},
	year		=	{2021},
	doi		=	{10.7554/elife.70296},
}

Improved Protein Function Prediction by Combining Clustering with Ensemble Classification

Altartouri, H., & Glasmachers, T.

Journal of Advances in Information Technology (JAIT)

@article{AltartouriGlasmachers2021,
	author		=	{Altartouri, Haneen and Glasmachers, Tobias},
	title		=	{Improved Protein Function Prediction by Combining Clustering with Ensemble Classification},
	journal		=	{Journal of Advances in Information Technology (JAIT)},
	month		=	{August},
	year		=	{2021},
}

Emergence of complex dynamics of choice due to repeated exposures to extinction learning

Donoso, J. R., Packheiser, J., Pusch, R., Lederer, Z., Walther, T., Uengoer, M., et al.

Animal Cognition, 24(6), 1279–1297

@article{DonosoPackheiserPuschEtAl2021,
	author		=	{Donoso, José R. and Packheiser, Julian and Pusch, Roland and Lederer, Zhiyin and Walther, Thomas and Uengoer, Metin and Lachnit, Harald and Güntürkün, Onur and Cheng, Sen},
	title		=	{Emergence of complex dynamics of choice due to repeated exposures to extinction learning},
	journal		=	{Animal Cognition},
	volume		=	{24},
	number		=	{6},
	pages		=	{1279–1297},
	month		=	{May},
	year		=	{2021},
	doi		=	{10.1007/s10071-021-01521-4},
}

Recognition Receiver Operating Characteristic Curves: The Complex Influence of Input Statistics, Memory, and Decision-making

Hakobyan, O., & Cheng, S.

Journal of Cognitive Neuroscience, 33(6), 1032–1055

@article{HakobyanCheng2021,
	author		=	{Hakobyan, Olya and Cheng, Sen},
	title		=	{Recognition Receiver Operating Characteristic Curves: The Complex Influence of Input Statistics, Memory, and Decision-making},
	journal		=	{Journal of Cognitive Neuroscience},
	volume		=	{33},
	number		=	{6},
	pages		=	{1032–1055},
	month		=	{May},
	year		=	{2021},
	doi		=	{10.1162/jocn_a_01697},
}

Darks and Lights, the `Yin–Yang′ of Vision Depends on Luminance

Jancke, D.

Trends in Neurosciences, 44(5), 339–341

@article{Jancke2021,
	author		=	{Jancke, Dirk},
	title		=	{Darks and Lights, the `Yin–Yang′ of Vision Depends on Luminance},
	journal		=	{Trends in Neurosciences},
	volume		=	{44},
	number		=	{5},
	pages		=	{339–341},
	month		=	{May},
	year		=	{2021},
	doi		=	{10.1016/j.tins.2021.02.007},
}

Basal ganglia and cortical control of thalamic rebound spikes

Nejad, M. M., Rotter, S., & Schmidt, R.

European Journal of Neuroscience, 54(1), 4295–4313

@article{NejadRotterSchmidt2021,
	author		=	{Nejad, Mohammadreza Mohagheghi and Rotter, Stefan and Schmidt, Robert},
	title		=	{Basal ganglia and cortical control of thalamic rebound spikes},
	journal		=	{European Journal of Neuroscience},
	volume		=	{54},
	number		=	{1},
	pages		=	{4295–4313},
	month		=	{May},
	year		=	{2021},
	doi		=	{10.1111/ejn.15258},
}

Self-referential false associations: A self-enhanced constructive effect for verbal but not pictorial stimuli

Wang, J., Otgaar, H., Howe, M. L., & Cheng, S.

Quarterly Journal of Experimental Psychology, 74(9), 1512–1524

@article{WangOtgaarHoweEtAl2021,
	author		=	{Wang, Jianqin and Otgaar, Henry and Howe, Mark L and Cheng, Sen},
	title		=	{Self-referential false associations: A self-enhanced constructive effect for verbal but not pictorial stimuli},
	journal		=	{Quarterly Journal of Experimental Psychology},
	volume		=	{74},
	number		=	{9},
	pages		=	{1512–1524},
	month		=	{April},
	year		=	{2021},
	doi		=	{10.1177/17470218211009772},
}

How do neural processes give rise to cognition? Simultaneously predicting brain and behavior with a dynamic model of visual working memory.

Buss, A. T., Magnotta, V. A., Penny, W., Schöner, G., Huppert, T. J., & Spencer, J. P.

Psychological Review, 128(2), 362–395

@article{BussMagnottaPennyEtAl2021,
	author		=	{Buss, Aaron T and Magnotta, Vincent A. and Penny, Will and Schöner, Gregor and Huppert, Theodore J. and Spencer, John P},
	title		=	{How do neural processes give rise to cognition? Simultaneously predicting brain and behavior with a dynamic model of visual working memory.},
	journal		=	{Psychological Review},
	volume		=	{128},
	number		=	{2},
	pages		=	{362–395},
	month		=	{March},
	year		=	{2021},
	doi		=	{10.1037/rev0000264},
}

Trial-by-trial dynamics of reward prediction error-associated signals during extinction learning and renewal

Packheiser, J., Donoso, J. R., Cheng, S., Güntürkün, O., & Pusch, R.

Progress in Neurobiology, 197, 101901

@article{PackheiserDonosoChengEtAl2021,
	author		=	{Packheiser, Julian and Donoso, José R. and Cheng, Sen and Güntürkün, Onur and Pusch, Roland},
	title		=	{Trial-by-trial dynamics of reward prediction error-associated signals during extinction learning and renewal},
	journal		=	{Progress in Neurobiology},
	volume		=	{197},
	pages		=	{101901},
	month		=	{February},
	year		=	{2021},
	doi		=	{10.1016/j.pneurobio.2020.101901},
}

Context-dependent extinction learning emerging from raw sensory inputs: a reinforcement learning approach

Walther, T., Diekmann, N., Vijayabaskaran, S., Donoso, J. R., Manahan-Vaughan, D., Wiskott, L., & Cheng, S.

Scientific Reports, 11(1)

@article{WaltherDiekmannVijayabaskaranEtAl2021,
	author		=	{Walther, Thomas and Diekmann, Nicolas and Vijayabaskaran, Sandhiya and Donoso, José R. and Manahan-Vaughan, Denise and Wiskott, Laurenz and Cheng, Sen},
	title		=	{Context-dependent extinction learning emerging from raw sensory inputs: a reinforcement learning approach},
	journal		=	{Scientific Reports},
	volume		=	{11},
	number		=	{1},
	month		=	{February},
	year		=	{2021},
	doi		=	{10.1038/s41598-021-81157-z},
}