A Machine Learning Approach to Investigate Fronto-Parietal Neural Ensemble Dynamics During Complex Behavior. - Medorian Gheorghiu; Andrei Ciuparu; Bartul Mimica; Jonathan R. Whitlock; Raul Cristian Muresan (AQTR, 2020)

Soft++, a multi-parametric non-saturating non-linearity that improves convergence in deep neural architectures. - Andrei Ciuparu; Adriana Nagy-Dabâcan; Raul Cristian Muresan (Neurocomputing, 2020)

Jittered sampling - a potential solution for detecting high frequencies in GCaMP recordings. - Andrei Ciuparu; Raul Cristian Muresan (ICCP, 2021)

Adapting Supervised Machine Learning for Analysis of Neurobiological Signals. - Andrei Ciuparu; Ann Christin Garvert; Koen Gerard Alois Vervaeke; Raul Cristian Muresan (AQTR, 2024)