Home
About
People
Duke Institute for Brain Sciences Methods Meetings
Workshops and tutorials on methods, statistics, and models in neuroscience.
Daniela DeAlbuquerque
MD-PhD Student in Electrical and Computer Engineering at Duke University working with Dr. John Pearson on statistical methods for neuroscience.
Posts by Daniela
A Gentle Intro to Support Vector Machines
Topics/Organization: Some geometric intuition for SVMs Introducing slack variables (Soft-Margin SVMs) The SVM loss function (primal and dual forms) SVMs and Kernels Some coding examples of the above (for fun!)...
Explore
→
programming (19)
professional development (5)
statistics (14)
journal club (2)
machine learning (4)
math (6)
psychology (2)
neuroscience (2)
modeling (4)
tutorial (10)
signal processing (2)