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Aaron Griffith

1 paper hereh-index 4859 citations5 works total

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author position
  • first author1

Across the 1 of 1 paper where every author was matched, so the position is known.

fields
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedForecasting Chaotic Systems with Very Low Connectivity Reservoir Computers

150 citations · 150 across the 1 of their papers we have counts for

collaborators

1 paper

cs.LG2019★ 150 cited

Forecasting Chaotic Systems with Very Low Connectivity Reservoir Computers

Aaron Griffith, Andrew Pomerance, Daniel J. Gauthier

We explore the hyperparameter space of reservoir computers used for forecasting of the chaotic Lorenz '63 attractor with Bayesian optimization. We use a new measure of reservoir pe…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.