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Laura Kriener

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#artificial intelligence Preprint Feb 2024

ELiSe: Efficient Learning of Sequences in Structured Recurrent Networks

This work proposes a model that builds on the presence of a certain network scaffold at the onset of learning and the existence of dendritic compartments for enhancing neuronal information storage and computation and builds on these features to acquire and replay complex non-Markovian spatio-temporal patterns using onl...

Laura Kriener, Ben von Hünerbein, Kristin Spicher et al. · 3 citations
Preprint Aug 2026

Small-World Communication Fabrics for Neuromorphic Multicore-SoCs

This work compares two recent multicore neuromorphic systems implemented in the same 22-nm FDSOI technology and explicitly optimized for inter-core event communication, and discusses routing-aware training as a means of jointly optimizing neural connectivity, task performance, and hardware mappability.

Sebastian Billaudelle, Christian Metzner, Jimmy Weber et al. · 1 citation

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