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Alireza Modirshanechi
Alireza Modirshanechi
Helmholtz Munich and MPI for Bio. Cybernetics
Zweryfikowany adres z helmholtz-munich.de - Strona główna
Tytuł
Cytowane przez
Cytowane przez
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Rapid suppression and sustained activation of distinct cortical regions for a delayed sensory-triggered motor response
V Esmaeili*, K Tamura*, SP Muscinelli, A Modirshanechi, M Boscaglia, ...
Neuron 109 (13), 2183-2201.e9, 2021
712021
A taxonomy of surprise definitions
A Modirshanechi, J Brea, W Gerstner
Journal of mathematical psychology 110, 102712, 2022
54*2022
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
442021
Learning in Volatile Environments with the Bayes Factor Surprise
V Liakoni*, A Modirshanechi*, W Gerstner, J Brea
Neural Computation 33 (2), 269-340, 2021
412021
Trial-by-trial surprise-decoding model for visual and auditory binary oddball tasks
A Modirshanechi, MM Kiani, H Aghajan
NeuroImage 196, 302-317, 2019
292019
Election Vote Share Prediction using a Sentiment-based Fusion of Twitter Data with Google Trends and Online Polls.
P Kassraie*, A Modirshanechi*, HK Aghajan
Proceedings of the 6th International Conference on Data Science, Technology …, 2017
28*2017
Surprise and novelty in the brain
A Modirshanechi, S Becker, J Brea, W Gerstner
Current opinion in neurobiology 82, 102758, 2023
242023
Curiosity-driven exploration: foundations in neuroscience and computational modeling
A Modirshanechi, K Kondrakiewicz, W Gerstner, S Haesler
Trends in Neurosciences 46 (12), 1054-1066, 2023
232023
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
162022
Fitting summary statistics of neural data with a differentiable spiking network simulator
G Bellec*, S Wang*, A Modirshanechi, J Brea, W Gerstner
Advances in Neural Information Processing Systems 34, 2021
132021
Even if suboptimal, novelty drives human exploration
A Modirshanechi, WH Lin, HA Xu, MH Herzog, W Gerstner
bioRxiv, 2025
11*2025
Distributed and specific encoding of sensory, motor, and decision information in the mouse neocortex during goal-directed behavior
A Oryshchuk, C Sourmpis, J Weverbergh, R Asri, V Esmaeili, ...
Cell Reports 43 (1), 2024
102024
Centaur: a foundation model of human cognition
M Binz, E Akata, M Bethge, F Brändle, F Callaway, J Coda-Forno, ...
arXiv preprint arXiv:2410.20268, 2024
42024
Merits of curiosity: a simulation study
L Gruaz*, A Modirshanechi*, S Becker, J Brea
PsyArXiv, 2024
32024
Remembering the "When": Hebbian Memory Models for the Time of Past Events
J Brea, A Modirshanechi, G Iatropoulos, W Gerstner
bioRxiv, 2023
22023
Representational similarity modulates neural and behavioral signatures of novelty
S Becker, A Modirshanechi, W Gerstner
bioRxiv, 2024.05. 01.592002, 2024
12024
Learning is a fundamental source of behavioral individuality
R Manna, J Brea, GV Braga, A Modirshanechi, I Tomic, AM Jakšic
bioRxiv, 2024
12024
Computational models of intrinsic motivation for curiosity and creativity
S Becker, A Modirshanechi, W Gerstner
Behavioral and Brain Sciences 47, e94, 2024
2024
Seeking the new, learning from the unexpected: Computational models of surprise and novelty in the brain
A Modirshanechi
EPFL, 2024
2024
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Prace 1–19