Alireza Modirshanechi

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 8

Top Topics

Adaptive Behavior

Interactive Dynamic Influence Diagrams

Sequential Decision Making

Network Simulator

Top Venues

Publications

Vasiliki Liakoni, Marco P. Lehmann, Alireza Modirshanechi, Johanni Brea, Antoine Lutti, Wulfram Gerstner, Kerstin Preuschoff
Brain signals of a Surprise-Actor-Critic model: Evidence for multiple learning modules in human decision making. NeuroImage 246 (2022)
Vasiliki Liakoni, Alireza Modirshanechi, Wulfram Gerstner, Johanni Brea
Learning in Volatile Environments With the Bayes Factor Surprise. Neural Comput. 33 (2) (2021)
Guillaume Bellec, Shuqi Wang, Alireza Modirshanechi, Johanni Brea, Wulfram Gerstner
Fitting summary statistics of neural data with a differentiable spiking network simulator. CoRR (2021)
He A. Xu, Alireza Modirshanechi, Marco P. Lehmann, Wulfram Gerstner, Michael H. Herzog
Novelty is not surprise: Human exploratory and adaptive behavior in sequential decision-making. PLoS Comput. Biol. 17 (6) (2021)
Guillaume Bellec, Shuqi Wang, Alireza Modirshanechi, Johanni Brea, Wulfram Gerstner
Fitting summary statistics of neural data with a differentiable spiking network simulator. NeurIPS (2021)
Alireza Modirshanechi, Mohammad Mahdi Kiani, Hamid Aghajan
Trial-by-trial surprise-decoding model for visual and auditory binary oddball tasks. NeuroImage 196 (2019)
Vasiliki Liakoni, Alireza Modirshanechi, Wulfram Gerstner, Johanni Brea
An Approximate Bayesian Approach to Surprise-Based Learning. CoRR (2019)
Parnian Kassraie, Alireza Modirshanechi, Hamid K. Aghajan
Election Vote Share Prediction using a Sentiment-based Fusion of Twitter Data with Google Trends and Online Polls. DATA (2017)