Search Results for author: Joschka Herteux

Found 2 papers, 0 papers with code

Forecasting Trends in Food Security: a Reservoir Computing Approach

no code implementations1 Dec 2023 Joschka Herteux, Christoph Räth, Amine Baha, Giulia Martini, Duccio Piovani

The methodology we introduce establishes the groundwork for a global, data-driven early warning system designed to anticipate and detect food insecurity.

Humanitarian

Breaking Symmetries of the Reservoir Equations in Echo State Networks

no code implementations21 Sep 2020 Joschka Herteux, Christoph Räth

Further, four ways to break the symmetry are compared numerically: A bias in the output, a shift in the input, a quadratic term in the readout, and a mixture of even and odd activation functions.

Time Series Time Series Analysis

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