Machine Learning, Deepest Learning: Statistical Data Assimilation Problems

no code implementations • 5 Jul 2017 • Henry Abarbanel, Paul Rozdeba, Sasha Shirman

We formulate a strong equivalence between machine learning, artificial intelligence methods and the formulation of statistical data assimilation as used widely in physical and biological sciences.

BIG-bench Machine Learning

Artificial Olfactory Brain for Mixture Identification

no code implementations • NeurIPS 2008 • Mehmet K. Muezzinoglu, Alexander Vergara, Ramon Huerta, Thomas Nowotny, Nikolai Rulkov, Henry Abarbanel, Allen Selverston, Mikhail Rabinovich

The odor transduction process has a large time constant and is susceptible to various types of noise.