6 citations · 11 across the 4 of their papers we have counts for
Showing 2015Show all
2 papers · 1 filter
cs.NE2015
Stochastic Gradient Based Extreme Learning Machines For Online Learning of Advanced Combustion Engines
Vijay Manikandan Janakiraman, XuanLong Nguyen, Dennis Assanis
In this article, a stochastic gradient based online learning algorithm for Extreme Learning Machines (ELM) is developed (SG-ELM). A stability criterion based on Lyapunov approach i…
eess.SY2015★ 3 cited
Nonlinear Model Predictive Control of A Gasoline HCCI Engine Using Extreme Learning Machines
Vijay Manikandan Janakiraman, XuanLong Nguyen, Dennis Assanis
Homogeneous charge compression ignition (HCCI) is a futuristic combustion technology that operates with a high fuel efficiency and reduced emissions. HCCI combustion is characteriz…