Election Vote Share Prediction using a Sentiment-based Fusion of Twitter Data with Google Trends and Online Polls. - Parnian Kassraie; Alireza Modirshanechi; Hamid K. Aghajan (DATA, 2017)

An Approximate Bayesian Approach to Surprise-Based Learning. - Vasiliki Liakoni; Alireza Modirshanechi; Wulfram Gerstner; Johanni Brea (CoRR, 2019)

Trial-by-trial surprise-decoding model for visual and auditory binary oddball tasks. - Alireza Modirshanechi; Mohammad Mahdi Kiani; Hamid Aghajan 001 (NeuroImage, 2019)

Fitting summary statistics of neural data with a differentiable spiking network simulator. - Guillaume Bellec; Shuqi Wang; Alireza Modirshanechi; Johanni Brea; Wulfram Gerstner (NeurIPS, 2021)

Learning in Volatile Environments With the Bayes Factor Surprise. - Vasiliki Liakoni; Alireza Modirshanechi; Wulfram Gerstner; Johanni Brea (Neural Comput., 2021)

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., 2021)

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; Wulfram Gerstner; Kerstin Preuschoff (NeuroImage, 2022)

Centaur: a foundation model of human cognition. - Marcel Binz; Elif Akata; Matthias Bethge; Franziska Brändle; Fred Callaway; Julian Coda-Forno; Peter Dayan; Can Demircan; Maria K. Eckstein; Noémi Élteto; Thomas L. Griffiths 001; Susanne Haridi; et al. (CoRR, 2024)