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Papers & conference articles

2022

S Lehfeldt, JL Mueller, G Pipa (2022) Spike-based statistical learning explains human performance in non-adjacent dependency learning tasks. Front. Cognit. 1:1026819. doi: 10.3389/fcogn.2022.1026819 Link

X Ohmer, M Marino, M Franke, P König (2022) Mutual influence between language and perception in multi-agent communication games. PLoS Comput Biol 18(10): e1010658. Link

B Grusdt, D Lassiter, M Franke (2022) Probabilistic modeling of rational communication with conditionals. Semantics and Pragmatics 15(13). doi.org/10.3765/sp.15.13 (early access version)

JL Walter, L Essmann, SU König, P König (2022) Finding landmarks – An investigation of viewing behavior during spatial navigation in VR using a graph-theoretical analysis approach. PLOS Computational Biology, 18(6), e1009485 Link

J Schwab and M Liu (2022). Processing attenuating NPIs in indicative and counterfactual conditionals. Frontiers of Psychology.13:894396. Link

I Weyers, J Mueller (2022) A Special Role of Syllables, But Not Vowels or Consonants, for Nonadjacent Dependency Learning. J Cogn Neurosci, doi: doi.org/10.1162/jocn_a_0187

S Derakhshan, FH Nezami, MA Wächter, A Czeszumski,  A Keshava, H Lukanov, M Vidal De Palol,  G Pipa, P König (2022). Talking cars, doubtful users - A Population Study in Virtual Reality," in IEEE Transactions on Human-Machine Systems, doi: 10.1109/THMS.2022.3168437. Link

J Schwab, M Xiang, M Liu (2022). Antilocality effect without head-final dependencies. Journal of Experimental Psychology: Learning, Memory, and Cognition. Advance online publication. doi.org/10.1037/xlm0001079

Ohmer, X., Duda, M., Bruni, E. (2022) Emergence of hierarchical reference systems in multi-agent communication. COLING 2022 Link

A Huang, P Knierim, F Chiossi, L Chuang, and R Welsch. 2022. Proxemics for Human-Agent Interaction in Augmented Reality. In CHI Conference on Human Factors in Computing Systems (CHI ’22), April 29-May 5, 2022, New Orleans, LA, USA. ACM, New York, NY, USA, 13 pages. doi.org/10.1145/3491102.3517593

 X Ohmer, M Franke, P König (2022) Mutual Exclusivity in Pragmatic Agents. CogSci 46: e13069, doi: 10.1111/cogs.13069 Link

2021

V Clay, P König, KU Kühnberger, G Pipa (2021) Learning sparse and meaningful representations through embodiment. Neural Networks 134, pp. 23–41. doi: 10.1016/ j.neunet.2020.11.004

B Grusdt, M Franke (2021) Communicating uncertain beliefs with conditionals: Probabilistic modeling and experimental data. Proceedings of the Annual Meeting of the Cognitive Science Society, 43. escholarship.org/uc/item/27j5x2bq

H Lukanov, P König, G Pipa (2021) Biologically Inspired Deep Learning Model for Efficient Foveal-Peripheral Vision. Frontiers in Computational Neuroscience, Front Comput Neurosci. 15:746204, doi: 10.3389/fncom.2021.746204

C Dudschig, B Kaup, M Liu, J Schwab (2021). The Processing of Negation and Polarity: An Overview. J Psycholinguist Res 50, 1199–1213, doi.org/10.1007/s10936-021-09817-9

C Dudschig, B Kaup, M Liu, J Schwab (Eds.) (2021). The Processing of Negation and Polarity. Special Issue of the Journal of Psycholinguistic Research

SU König, A Keshava, V Clay, K Rittershofer, N Kuske, P König (2021). Embodied Spatial Knowledge Acquisition in Immersive Virtual Reality: Comparison to Map Exploration. Frontiers in Virtual Reality, 2:625548. doi: 10.3389/frvir.2021.625548

J Leugering, P Nieters, G Pipa (2021) Neuromorphic Pattern Detector and Neuromorphic Circuitry Herewith. DE:102019134044:A1. Patent, filed December 11, 2019, and issued June 17, 2021.

A Czeszumski, AL Gert, A Keshava, A Ghadirzadeh, T Kalthoff, BV Ehinger, M Tiessen, M Björkman, D Kragic P König (2021) Coordinating With a Robot Partner Affects Neural Processing Related to Action Monitoring. Front. Neurorobot. 15:686010. doi: 10.3389/fnbot.2021.686010

FN Nezami, MA Wächter, N Maleki, P Spaniol, LM Kühne, A Haas, JM Pingel, L Tiemann, F Nienhaus, L Keller, SU König, P König, G Pipa (2021). Westdrive X LoopAR: An Open-Access Virtual Reality Project in Unity for Evaluating User Interaction Methods during Takeover Requests. Sensors, 21(5), 1879. doi.org/10.3390/s21051879

X Ohmer, M Marino, P König, M Franke (2021) Why and how to study the impact of perception on emergent language in artificial agents. CogSci 43: 1139-1145. escholarship.org/uc/item/6p82v6st

J Schwab, M Liu, JL Mueller (2021). On the acquisition of polarity items: 11- to 12-year-olds' comprehension of German NPIs and PPIs. J Psycholinguist Res 50, 1487–1509. doi.org/10.1007/s10936-021-09801-3

R Vortmeyer-Kley, P Nieters, G Pipa (2021) A trajectory-based loss function to learn missing terms in bifurcating dynamical systems. Sci Rep 11, 20394, doi.org/10.1038/s41598-021-99609-x

2020

Clay V, König P, Kühnberger KU, & Pipa G (2021). Learning sparse and meaningful representations through embodiment
. Neural Networks 134: 23-41, ISSN 0893-6080 (Published online in 2020)
Code: github

V Clay (2020), “Data from Neural Network Training in the Obstacle Tower Environment to Investigate Embodied, Weakly Supervised Learning”, Mendeley Data, V2, doi: 10.17632/zdh4d5ws2z.2 DFG-RTG funded

M Franke, N Kompa, M Liu, JL Mueller, J Schwab (Eds.) (2020) Proceedings of Sinn und Bedeutung 24, volumes 1 + 2

SU König, A Keshava, V Clay, K Ritterhofer, N Kuske, P König (2020). Embodied Spatial Knowledge Acquisition in Immersive Virtual Reality: Comparison to Map Exploration. Frontiers in Virtual Reality, 4.

Marino M, Schröter G, Heidemann G, Hertzberg J. (2020) Hierarchical Modeling with Neurodynamical Agglomerative Analysis. In: Farkaš I., Masulli P., Wermter S. (eds) Artificial Neural Networks and Machine Learning – ICANN 2020. ICANN 2020. Lecture Notes in Computer Science, vol 12396. Springer, Cham.

Juliane Schwab and Mingya Liu (2020). Lexical and contextual cue effects in discourse expectations: Experimenting with German 'zwar...aber' and English 'true/sure...but'. Dialogue & Discourse 11(2). 74-109.
Data & code

Ohmer X, König P, & Franke M (2020). Reinforcement of semantic representations in pragmatic agents leads to the emergence of a mutual exclusivity bias.
Proceedings of the 42nd Annual Meeting of the Cognitive Science Society, CogSci 2020. 
Code

Keshava A, Aumeistere A, Izdebski K, & König P (2020) Decoding Task from Oculomotor Behavior in Virtual Reality.
ACM Symposium on Eye Tracking Research and Applications (ETRA '20 Short Papers) 30: 1–5

Clay V, Schrumpf J, Tessenow Y, Leder H, Ansorge U, & König P (2020). A quantitative analysis of the taxonomy of artistic styles.
Journal of Eye Movement Research, 13(2).

Nezami FN, Wächter MA, Pipa G, & König P (2020) Project Westdrive: Unity City With Self-Driving Cars and Pedestrians for Virtual Reality Studies.
Front. ICT 7:1. doi: 10.3389/fict.2020.00001

2019

AK Faulhaber, A Dittmer, F Blind, MA Wächter, S Timm, L Sütfeld, A Stephan, G Pipa & P König (2019). Human decisions in moral dilemmas are largely described by utilitarianism: Virtual car driving study provides guidelines for autonomous driving vehicles. Science and engineering ethics, 25(2), 399-418. doi: 10.1007/s11948-018-0020-x

Clay V, König P, & König S (2019). Eye tracking in virtual reality.
Journal of Eye Movement Research, 12(1).

König SU, Clay V, Nolte D, Duesberg L, Kuske N, & König P (2019). Learning of Spatial Properties of a Large-Scale Virtual City with an Interactive Map.
Frontiers in Human Neuroscience.

J Leugering, P Nieters, G Pipa (2019) Computational Elements of Circuits. From “The Neocortex,” edited by W. Singer, T. J. Sejnowski and P. Rakic. Strüngmann Forum Reports, vol. 27, Cambridge, MA: MIT Press. ISBN 978-0-262-04324-3, pp. 195–209 esforum.de/publications/PDFs/sfr27/SFR27_11_Leugering.pdf

Preprints

 V Clay, König P, Pipa G, and Kühnberger K-U (2021b). “Fast Concept Mapping: The Emergence of Human Abilities in Artificial Neural Networks when Learning Embodied and Self-Supervised.” In: arXiv preprint arXiv:2102.02153 DFG-RTG funded

B Grusdt, Lassiter D, and Franke M (2021) “Probabilistic Modelling of Rational Communication with Conditionals,” arXiv:2105.05502 [Cs]

X Ohmer, Marino M, Franke M, and König P. Mutual influence between language and perception in multi-agent communication games. arXiv:2112.14518

JL Walter, L Essmann, SU König, P König (2021). Finding landmarks – An investigation of viewing behavior during spatial navigation in VR using a graph-theoretical analysis approach. bioRxiv 2021.09.29.462279. (accepted by PLOS Computational Biology, see letter of confirmation)

Wächter M A, Nezami F N, Maleki N, Spaniol P, Kühne L M, Haas A, ... & Pipa G (2020). From Interaction to Cooperation: a new approach for human-machine interaction research for closing the out-of-the-loop unfamiliarity. PsyArXiv. doi:10.31234/osf.io/7jg3c

J Leugering, P Nieters, and G Pipa (2021) "A minimal model of neural computation with dendritic plateau potentials." bioRxiv 690792.