What's the Connection?

Jan 1, 2017
Link to preprint (bioRxiv)
An unsupervised study of problem solving

In this problem-solving study, we used unsupervised learning to explore the rapid interaction between competing brain networks during complex task performance.

Methods:

  • Intracranial EEG (electrophysiological recordings)
  • Signal processing
  • Time-series analysis
  • Frequency domain analysis
  • Dimensionality reduction (PCA, t-SNE, feature engineering)
  • Clustering
  • Scripting in MATLAB & EEGLAB
Meir Meshulam
Meir Meshulam
Postdoc researcher

Meir Meshulam is a postdoc in Neuroscience at Princeton University, using machine learning and deep learning to study human cognition.