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q-bio.NC2026
Gate-Based Feature Importance in Simulation-Based Inference for EEG: A Cautionary Tale
Shrivatsa Deshmukh, Sasha Brenner, Thomas R. Knösche +1
Simulation-based inference (SBI) provides a powerful way to fit mechanistic models to data, but offers little insight into which information in the data shapes the inferred paramet…
q-bio.NC2025
Multimodal Recurrent Ensembles for Predicting Brain Responses to Naturalistic Movies (Algonauts 2025)
Semih Eren, Deniz Kucukahmetler, Nico Scherf
Accurately predicting distributed cortical responses to naturalistic stimuli requires models that integrate visual, auditory and semantic information over time. We present a hierar…