Leibniz Institute for Resilience Research

Neuropsychobiological transdiagnostic risk mechanisms for aggression in mental disorders across the life span

Abstract Background Aggression in mental disorders (AMD) is a prevalent symptom, poses difficulties to the clinical setting and has far-reaching societal implications. The biological basis of different manifestations, developmental courses, and disease-specific mechanisms remains...

A Statistical Perspective on Transformers for Small Longitudinal Cohort Data

ABSTRACT Modeling of longitudinal cohort data typically involves complex temporal dependencies between multiple variables. There, the transformer architecture, which has been highly successful in language and vision applications, allows us to account for the fact that the most re...

Is 3 really better than 2? In vivo functional calcium imaging of cortical circuits by two- and three-photon microscopy

This study explores the capability of three-photon functional imaging to resolve functional cortical architecture in mice. By a quantitative, back-to-back comparison in awake head-fixed mice, we demonstrate that three-photon imaging is equally capable compared to two-photon imagi...