Definitions - UdayKiranJ/CS231n-Convolution-Neural-Networks-for-Visual-Recognition GitHub Wiki

Positive Semi-Definite:

A matrix is positive semi-definite if and only if its eigen values are non-negative.

Orthonormal Vectors:

Two vectors are orthonromal if their dot product is 0 and norm of both vectors is 1