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Brain Wave Analysis Public

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NIRS Automated Machine Learning (NAML), is a system that automates the running of time series machine learning algorithms on neural data [1]. This project expanded NAML by adding seven new algorithms, implementing manifold validation, and giving the user the ability to balance their datasets. NAML 2.0 gives more precise results than its predecessor and can still be utilized without expertise in machine learning. NAML 2.0 will allow researchers to classify brain states quickly, easily, and consistently. NAML 2.0 has been benchmarked on neural data for both accuracy and speed.

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Identifier
  • 5016
  • E-project-121120-141220
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Year
  • 2020
Date created
  • 2020-12-11
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Permanent link to this page: https://digital.wpi.edu/show/9306t219m