Unfolding recurrence by Green's functions for optimized reservoir computing. - Sandra Nestler; Christian Keup; David Dahmen; Matthieu Gilson; Holger Rauhut; Moritz Helias (NeurIPS, 2020)

Origami in N dimensions: How feed-forward networks manufacture linear separability. - Christian Keup; Moritz Helias (CoRR, 2022)

Field theoretic approaches to computation in neuronal networks. - Christian Keup (2022)

Les Houches Lectures on Deep Learning at Large & Infinite Width. - Yasaman Bahri; Boris Hanin; Antonin Brossollet; Vittorio Erba; Christian Keup; Rosalba Pacelli; James B. Simon (CoRR, 2023)

Optimal thresholds and algorithms for a model of multi-modal learning in high dimensions. - Christian Keup; Lenka Zdeborová (CoRR, 2024)