List of lectures with abstracts: The role of neuropeptides in shaping neuronal activity in hippocampus Anna Błasiak & Jan K. Argasiński Inferring Neural Activity Before Plasticity: A Foundation for Learning Beyond Backpropagation Rafał Bogacz Non-linear methods to characterize brain dynamics Ignacio Cifre Complexity & Criticality (in the brain and beyond): two sides of the same coin Dante Chialvo Unraveling the Complexity and Causality in the brain, if even possible. A tormented story from Granger to Sugihara Alessandro Crimi Ontological framework for EEG analysis based upon multivariate matching pursuit Piotr Durka Modelling the inter-areal cortical network based on a distance rule Mária Ercsey-Ravasz Quantifying the dynamics of complex neural systems Ben D. Fulcher Neurons multiplex assembly membership during motor behavior Sonja Grün Aspects of human memory and Large Language Models Romuald Janik A hitchhiker’s guide to computational topology - a new lens into the brain Shabnam Kadir Variability in the analysis of a single neuroimaging dataset by many teams Cemal Koba Brain networks: why, what, how - and how not? Onerva Korhonen Timescales in neuronal activity (and how to find them) Anna Levina Freeness in cognitive science Maciej A. Nowak Dynamical Criticality and Griffiths Phases in Models of Large Connectomes Géza Ódor Joint informational and topological signatures of individuality and age Giovanni Petri Spreading of Women in Science and of actions to overcome connected stereotypes Véronique Pierron-Bohnes Exploring the visual system with functional digital twins and inception Fabian Sinz Higher order informational circuits in neuroscience Sebastiano Stramaglia Effect of data leakage in brain MRI classification using 2D convolutional neural networks Ekin Yagis