Marco P. Lehmann

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Wulfram GerstnerEPFLVerified email at epfl.ch
Vasiliki LiakoniEPFLVerified email at epfl.ch
Johanni BreaScientist & Lecturer, Laboratory of Computational Neuroscience, EPFLVerified email at epfl.ch
Michael HerzogEPFL, SwitzerlandVerified email at epfl.ch
He A. XuEcole Polytechnique Federale de LausanneVerified email at epfl.ch
Dane Corneilbenevolent.aiVerified email at corneil.ca
Kerstin PreuschoffAssociate Professor, University of GenevaVerified email at unige.ch
Alireza ModirshanechiEPFLVerified email at epfl.ch
Antoine LuttiDepartment of Clinical Neuroscience, University Hospital of Lausanne, Lausanne, SwitzerlandVerified email at chuv.ch
Jan SkaloudMER EPFL, Adjunct Professor U. of C.Verified email at epfl.ch

Marco P. Lehmann

OST Eastern Switzerland University of Applied Sciences

Verified email at alumni.epfl.ch

intelligent autonomous systems reinforcement learning computational neuroscience


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Eligibility traces and plasticity on behavioral time scales: experimental support of neohebbian three-factor learning rules W Gerstner, M Lehmann, V Liakoni, D Corneil, J Brea Frontiers in neural circuits 12, 53, 2018	293	2018
One-shot learning and behavioral eligibility traces in sequential decision making MP Lehmann, HA Xu, V Liakoni, MH Herzog, W Gerstner, K Preuschoff eLife 8, e47463, 2019	24	2019
Novelty is not surprise: Human exploratory and adaptive behavior in sequential decision-making HA Xu, A Modirshanechi, MP Lehmann, W Gerstner, MH Herzog PLOS Computational Biology 17 (6), e1009070, 2021	23	2021
Brain signals of a surprise-actor-critic model: Evidence for multiple learning modules in human decision making V Liakoni, MP Lehmann, A Modirshanechi, J Brea, A Lutti, W Gerstner, ... NeuroImage 246, 118780, 2022	8	2022
Réalisation d’un serveur de corrections GPS accessible par GPRS M Lehmann	4	2005
Evidence for eligibility traces in human learning M Lehmann, H Xu, V Liakoni, M Herzog, W Gerstner, K Preuschoff arXiv preprint arXiv:1707.04192, 2017	3	2017
One-shot learning and eligibility traces in sequential decision making MP Lehmann EPFL, 2018	1	2018
Bayesian filtering, parallel hypotheses and uncertainty: A new, combined model for human learning MP Lehmann, A Aivazidis, M Faraji, K Preuschoff Computational and Systems Neuroscience (COSYNE), 2015	1	2015
Réalisation d'un serveur de corrections GPS accessible par GPRS H Gontran, M Lehmann Géomatique Suisse, 220-223, 2006		2006
Exploring Bidirectional GPRS Capabilities in GNSS Positioning H Gontran, M Lehmann, J Skaloud Proceedings of the European Navigation Conference, 2005		2005
Supplementary Information S1 Text: SurNoR and alternative algorithms HA Xu, A Modirshanechi, MP Lehmann, W Gerstner, MH Herzog
LCN L Badel, MLLR Barry, S Becker, G Bellec, JM Brea, EW Bumbacher, ...
Novelty is not Surprise HA Xu, A Modirshanechi, MP Lehmann, W Gerstner, MH Herzog

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