Publications by authors named "Alireza Modirshanechi"

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Novelty as a drive of human exploration in complex stochastic environments.
Alireza Modirshanechi, Wei-Hsiang Lin, He A Xu, Michael H Herzog, Wulfram Gerstner

Proc Natl Acad Sci U S A· September 2025

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A foundation model to predict and capture human cognition.
Marcel Binz, Elif Akata, Matthias Bethge, Franziska Brändle, Fred Callaway, Alireza Modirshanechi

Nature· August 2025

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Computational models of intrinsic motivation for curiosity and creativity.
Sophia Becker, Alireza Modirshanechi, Wulfram Gerstner

Behav Brain Sci· May 2024

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Distributed and specific encoding of sensory, motor, and decision information in the mouse neocortex during goal-directed behavior.
Anastasiia Oryshchuk, Christos Sourmpis, Julie Weverbergh, Reza Asri, Vahid Esmaeili, Alireza Modirshanechi

Cell Rep· January 2024

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Curiosity-driven exploration: foundations in neuroscience and computational modeling.
Alireza Modirshanechi, Kacper Kondrakiewicz, Wulfram Gerstner, Sebastian Haesler

Trends Neurosci· December 2023

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Surprise and novelty in the brain.
Alireza Modirshanechi, Sophia Becker, Johanni Brea, Wulfram Gerstner

Curr Opin Neurobiol· October 2023

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Brain signals of a Surprise-Actor-Critic model: Evidence for multiple learning modules in human decision making.
Vasiliki Liakoni, Marco P Lehmann, Alireza Modirshanechi, Johanni Brea, Antoine Lutti

Neuroimage· February 2022

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Rapid suppression and sustained activation of distinct cortical regions for a delayed sensory-triggered motor response.
Vahid Esmaeili, Keita Tamura, Samuel P Muscinelli, Alireza Modirshanechi, Marta Boscaglia

Neuron· July 2021

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Novelty is not surprise: Human exploratory and adaptive behavior in sequential decision-making.
He A Xu, Alireza Modirshanechi, Marco P Lehmann, Wulfram Gerstner, Michael H Herzog

PLoS Comput Biol· June 2021

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Learning in Volatile Environments With the Bayes Factor Surprise.
Vasiliki Liakoni, Alireza Modirshanechi, Wulfram Gerstner, Johanni Brea

Neural Comput· February 2021

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Trial-by-trial surprise-decoding model for visual and auditory binary oddball tasks.
Alireza Modirshanechi, Mohammad Mahdi Kiani, Hamid Aghajan

Neuroimage· August 2019

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