Alireza Modirshanechi
Affiliations: | Helmholtz Center Munich, Germany | ||
| Max Planck Insititute for Biological Cybernetics |
Area:
computational neuroscience; reinforcement learning; surprise; novelty; exploration;Website:
https://sites.google.com/view/modirshaGoogle:
"Alireza Modirshanechi"Mean distance: (not calculated yet)
Parents
Sign in to add mentor| Wulfram Gerstner | grad student | 2018-2024 | EPFL |
| Peter Dayan | post-doc | 2024- | |
| Eric Schulz | post-doc | 2024- | (PsychTree) |
BETA: Related publications
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Publications
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| Becker S, Modirshanechi A, Gerstner W. (2024) Computational models of intrinsic motivation for curiosity and creativity. The Behavioral and Brain Sciences. 47: e94 |
| Oryshchuk A, Sourmpis C, Weverbergh J, et al. (2023) Distributed and specific encoding of sensory, motor, and decision information in the mouse neocortex during goal-directed behavior. Cell Reports. 43: 113618 |
| Modirshanechi A, Kondrakiewicz K, Gerstner W, et al. (2023) Curiosity-driven exploration: foundations in neuroscience and computational modeling. Trends in Neurosciences. 46: 1054-1066 |
| Modirshanechi A, Becker S, Brea J, et al. (2023) Surprise and novelty in the brain. Current Opinion in Neurobiology. 82: 102758 |
| Liakoni V, Lehmann MP, Modirshanechi A, et al. (2022) Brain signals of a Surprise-Actor-Critic model: Evidence for multiple learning modules in human decision making. Neuroimage. 246: 118780 |
| Xu HA, Modirshanechi A, Lehmann MP, et al. (2021) Novelty is not surprise: Human exploratory and adaptive behavior in sequential decision-making. Plos Computational Biology. 17: e1009070 |
| Esmaeili V, Tamura K, Muscinelli SP, et al. (2021) Rapid suppression and sustained activation of distinct cortical regions for a delayed sensory-triggered motor response. Neuron |
| Liakoni V, Modirshanechi A, Gerstner W, et al. (2021) Learning in Volatile Environments with the Bayes Factor Surprise. Neural Computation. 1-72 |
| Modirshanechi A, Kiani MM, Aghajan H. (2019) Trial-by-trial surprise-decoding model for visual and auditory binary oddball tasks. Neuroimage. 196: 302-317 |