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Publications
Publications
*: Joint first authors; †: Joint senior authors
A Modirshanechi, P Dayan†, E Schulz† (under review)PsyArXiv preprint R Manna, J Brea, GV Braga, A Modirshanechi, I Tomic, AM Jaksic (under review)BioRxiv preprintJ Brea, A Modirshanechi, G Iatropoulos, W Gerstner (under review)BioRxiv preprint
S Becker, A Modirshanechi, W Gerstner (2026)
Accepted at Neuron[📹 Presentation at Cosyne 2024 (by Sophia Becker; 15 mins)]
A Modirshanechi, WH Lin, HA Xu, MH Herzog, W Gerstner (2025) Proceedings of the National Academy of Sciences (PNAS) [📹 Presentation at the CISE conference 2025 (25 mins)]M Binz, E Akata, M Bethge, ..., A Modirshanechi, ..., DU Wulff, H Xiong, E Schulz (2025)
Nature[📹 Presentation at the MIT Quest for Intelligence Seminar Series (by Marcel Binz; 60 mins)]L Gruaz*, A Modirshanechi*, S Becker, J Brea (2025) Open Mind
A Modirshanechi (Ph.D. Thesis; 2024) - Laureate of the 2024 Dimitris N. Chorafas Foundation Award- Laureate of the 2024 EPFL EDIC Thesis Distinction Award- Featured on the EPFL NewsS Becker, A Modirshanechi, W Gerstner (2024) Behavioral and Brain SciencesA Oryshchuk, C Sourmpis, ..., A Modirshanechi, W Gerstner, CCH Peterseny†, S Crochety† (2024)Cell Report
A Modirshanechi, K Kondrakiewicz, W Gerstner, S Haesler (2023) Trends in NeurosciencesA Modirshanechi, S Becker, J Brea, W Gerstner (2023) Current Opinion in Neurobiology
A Modirshanechi, J Brea, W Gerstner (2022) Journal of Mathematical Psychology[📹 Presentation at the Active Inference Institute (50 mins)]V Liakoni*, MP Lehmann*, A Modirshanechi, J Brea, A Lutti, W Gerstner†, K Preuschoff† (2022)NeuroImage
HA Xu*, A Modirshanechi*, MP Lehmann, W Gerstner†, MH Herzog† (2021) PLOS Computational Biology[📹 Presentation at the Bernstein Conference 2021 (10 mins)][📹 Presentation at the EPFL Neuro Symposium 2021 (30 mins)]V Liakoni*, A Modirshanechi*, W Gerstner, J Brea (2021) Neural ComputationG Bellecc*, S Wang*, A Modirshanechi, J Brea†, W Gerstner† (2021) Advances in Neural Information Processing Systems (NeurIPS) [📹 Presentation at NeurIPS 2021 (by Guillaume Bellec and Shuqi Wang; 13 mins)]V Esmaeili*, K Tamura*, SP Muscinelli, A Modirshanechi, ..., W Gerstner, CCH Petersen (2021)Neuron
A Modirshanechi, MM Kiani, H Aghajan (2019)NeuroImageP Kassraie*, A Modirshanechi*, H Aghajan (2017)Proceedings of the 6th International Conference on Data Science, Technology and Applications.
Preprints
A Modirshanechi, P Dayan†, E Schulz† (under review)PsyArXiv preprint R Manna, J Brea, GV Braga, A Modirshanechi, I Tomic, AM Jaksic (under review)BioRxiv preprintJ Brea, A Modirshanechi, G Iatropoulos, W Gerstner (under review)BioRxiv preprintPreprints
2026
S Becker, A Modirshanechi, W Gerstner (2026) 2026
Accepted at Neuron[📹 Presentation at Cosyne 2024 (by Sophia Becker; 15 mins)]
2025
A Modirshanechi, WH Lin, HA Xu, MH Herzog, W Gerstner (2025) Proceedings of the National Academy of Sciences (PNAS) [📹 Presentation at the CISE conference 2025 (25 mins)]M Binz, E Akata, M Bethge, ..., A Modirshanechi, ..., DU Wulff, H Xiong, E Schulz (2025) 2025
Nature[📹 Presentation at the MIT Quest for Intelligence Seminar Series (by Marcel Binz; 60 mins)]L Gruaz*, A Modirshanechi*, S Becker, J Brea (2025) Open Mind
2024
A Modirshanechi (Ph.D. Thesis; 2024) - Laureate of the 2024 Dimitris N. Chorafas Foundation Award- Laureate of the 2024 EPFL EDIC Thesis Distinction Award- Featured on the EPFL NewsS Becker, A Modirshanechi, W Gerstner (2024) Behavioral and Brain SciencesA Oryshchuk, C Sourmpis, ..., A Modirshanechi, W Gerstner, CCH Peterseny†, S Crochety† (2024)Cell Report2024
2023
A Modirshanechi, K Kondrakiewicz, W Gerstner, S Haesler (2023) Trends in NeurosciencesA Modirshanechi, S Becker, J Brea, W Gerstner (2023) Current Opinion in Neurobiology2023
2022
2022
A Modirshanechi, J Brea, W Gerstner (2022) Journal of Mathematical Psychology[📹 Presentation at the Active Inference Institute (50 mins)]V Liakoni*, MP Lehmann*, A Modirshanechi, J Brea, A Lutti, W Gerstner†, K Preuschoff† (2022)NeuroImage
2021
HA Xu*, A Modirshanechi*, MP Lehmann, W Gerstner†, MH Herzog† (2021) PLOS Computational Biology[📹 Presentation at the Bernstein Conference 2021 (10 mins)][📹 Presentation at the EPFL Neuro Symposium 2021 (30 mins)]V Liakoni*, A Modirshanechi*, W Gerstner, J Brea (2021) Neural ComputationG Bellecc*, S Wang*, A Modirshanechi, J Brea†, W Gerstner† (2021) Advances in Neural Information Processing Systems (NeurIPS) [📹 Presentation at NeurIPS 2021 (by Guillaume Bellec and Shuqi Wang; 13 mins)]V Esmaeili*, K Tamura*, SP Muscinelli, A Modirshanechi, ..., W Gerstner, CCH Petersen (2021)Neuron2021
Before 2020
A Modirshanechi, MM Kiani, H Aghajan (2019)NeuroImageP Kassraie*, A Modirshanechi*, H Aghajan (2017)Proceedings of the 6th International Conference on Data Science, Technology and Applications.Before 2020
Our paper on EEG-based surprise decoding on the cover of NeuroImage
Our paper on surprise-modulated adaptive learning on the cover of Neural Computation
Our review paper on curiosity-driven exploration on the cover of Trends in Neurosciences
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