Abstract: Our final project for Deep Learning built upon the work of Yaparla Ganesh and Rhishi Pratap Singh in Pattern Classification using Quadratic Neuron: An Experimental Study. Their paper ...
Abstract: We introduce a new class of quadratic functions based on a hierarchy of linear time-varying (LTV) dynamical systems. These quadratic functions in the higher order space can be also seen as a ...
Abstract: Performance analysis for linear time-invariant (LTI) systems has been closely tied to quadratic Lyapunov functions ever since it was shown that LTI system stability is equivalent to the ...