Alena Brändle

Papers on Lattice

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Architecture Design (Transformers, SSMs, MoE) (1)Scientific Discovery & Drug Design (1)

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Lukas Eisenmann (1)Florian Götz (1)Daniel Durstewitz (1)

Papers (1)

Feb 17, 2026

Alena Brändle +3Feb 17, 2026·also Central Institute of Mental Health, Heidelberg

Continuous-Time Piecewise-Linear Recurrent Neural Networks

Continuous-time piecewise-linear RNNs leapfrog discrete-time models and Neural ODEs in dynamical systems reconstruction by exploiting piecewise linearity for efficient training and analysis.

Alena Brändle, Lukas Eisenmann, Florian Götz +1

Architecture Design (Transformers, SSMs, MoE)Scientific Discovery & Drug Design

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Alena Brändle

Research focus

Frequent co-authors

Papers (1)