Vasiliki Liakoni

École Polytechnique Fédérale de Lausanne — Switzerland

Neuroscience · Life Sciences

3h-index56citations8works0.02yr avg
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Research Topics

Neural dynamics and brain function(4), Neural and Behavioral Psychology Studies(2), Statistical Mechanics and Entropy(2), Functional Brain Connectivity Studies(1), Decision-Making and Behavioral Economics(1)

Publications8 total

Brain signals of a Surprise-Actor-Critic model: Evidence for multiple learning modules in human decision making
NeuroImage·2021· 13 citedOpen Access
Learning in Volatile Environments With the Bayes Factor Surprise
Neural Computation·2021· 3 citedOpen Access
Surprise-based model estimation in reinforcement learning: algorithms and brain signatures
Infoscience (Ecole Polytechnique Fédérale de Lausanne)·2021· 1 citedOpen Access
One-shot learning and behavioral eligibility traces in sequential decision making
eLife·2019· 34 citedOpen Access
Author response: One-shot learning and behavioral eligibility traces in sequential decision making
2019Open Access
An Approximate Bayesian Approach to Surprise-Based Learning
arXiv (Cornell University)·2019· 1 citedOpen Access
Evidence for eligibility traces in human learning
arXiv (Cornell University)·2017Open Access
Virtual Reality based Neurorehabilitation in Acute Stroke: A Feasibility Study
International Journal of Physical Medicine & Rehabilitation·2016· 4 cited

Frequent Co-authors

Wulfram Gerstner(6), Marco P. Lehmann(4), Kerstin Preuschoff(4), Michael H. Herzog(3), Alireza Modirshanechi(3), Johanni Brea(3), Xu He(2), Antoine Lutti(1), Gangadhar Garipelli(1), He‐Xiu Xu(1)