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Alireza Modirshanechi
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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
512021
Learning in Volatile Environments with the Bayes Factor Surprise
V Liakoni*, A Modirshanechi*, W Gerstner, J Brea
Neural Computation 33 (2), 269-340, 2021
352021
A taxonomy of surprise definitions
A Modirshanechi, J Brea, W Gerstner
Journal of Mathematical Psychology 110, 102712, 2022
28*2022
Trial-by-trial surprise-decoding model for visual and auditory binary oddball tasks
A Modirshanechi, MM Kiani, H Aghajan
NeuroImage 196, 302-317, 2019
272019
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
26*2017
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
242021
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
82021
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
72022
Surprise and novelty in the brain
A Modirshanechi, S Becker, J Brea, W Gerstner
Current opinion in neurobiology 82, 102758, 2023
32023
The curse of optimism: a persistent distraction by novelty
A Modirshanechi, WH Lin, HA Xu, MH Herzog, W Gerstner
bioRxiv, 2023
32023
Curiosity-driven exploration: foundations in neuroscience and computational modeling
A Modirshanechi, K Kondrakiewicz, W Gerstner, S Haesler
Trends in Neurosciences, 2023
22023
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
12024
Remembering the "When": Hebbian Memory Models for the Time of Past Events
J Brea, A Modirshanechi, G Iatropoulos, W Gerstner
bioRxiv, 2023
12023
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