7 citations · 12 across the 3 of their papers we have counts for
3 papers
SETOL: A Semi-Empirical Theory of (Deep) Learning
Charles H Martin, Christopher Hinrichs
We present a SemiEmpirical Theory of Learning (SETOL) that explains the remarkable performance of State-Of-The-Art (SOTA) Neural Networks (NNs). We provide a formal explanation of…
Accelerating Permutation Testing in Voxel-wise Analysis through Subspace Tracking: A new plugin for SnPM
Felipe Gutierrez-Barragan, Vamsi K. Ithapu, Chris Hinrichs +5
Permutation testing is a non-parametric method for obtaining the max null distribution used to compute corrected -values that provide strong control of false positives. In neuro…
Speeding up Permutation Testing in Neuroimaging
Chris Hinrichs, Vamsi K Ithapu, Qinyuan Sun +2
Multiple hypothesis testing is a significant problem in nearly all neuroimaging studies. In order to correct for this phenomena, we require a reliable estimate of the Family-Wise E…