All Articles tagged model complexity

• Generative Adversarial Collaborations (CCN GACs)
  August 08, 2022 EDT
  Beyond linear regression: mapping models in cognitive neuroscience should align with research goals
  Anna A IvanovaMartin SchrimpfStefano AnzellottiNoga ZaslavskyEvelina FedorenkoLeyla Isik

  Most encoding and decoding studies use linear mapping models, but nonlinear mapping models can be more flexible with large datasets and computing resources. Can nonlinear models yield meaningful scientific insights?

  Abstract