Max L. Greene

Lyapunov-Based Real-Time and Iterative Adjustment of Deep Neural Networks

Runhan Sun, Max L. Greene, Duc M. Le et al. · IEEE Control Systems Letters · 2021 · 71 citations

Linear Systems, Deep Neural Networks, Engineering +15

Lyapunov-Derived Control and Adaptive Update Laws for Inner and Outer Layer Weights of a Deep Neural Network

Omkar Sudhir Patil, Duc M. Le, Max L. Greene et al. · IEEE Control Systems Letters · 2021 · 55 citations

Nonlinear Control, Evolving Neural Network, Engineering +11

Deep Neural Network-Based Approximate Optimal Tracking for Unknown Nonlinear Systems

Max L. Greene, Zachary I. Bell, Scott Nivison et al. · IEEE Transactions on Automatic Control · 2023 · 46 citations

Nonlinear Control, Engineering, Machine Learning +10

Real-Time Modular Deep Neural Network-Based Adaptive Control of Nonlinear Systems

Duc M. Le, Max L. Greene, Wanjiku A. Makumi et al. · IEEE Control Systems Letters · 2021 · 43 citations

Nonlinear Control, Real-time Control, Engineering +15

Sparse Learning-Based Approximate Dynamic Programming With Barrier Constraints

Max L. Greene, Patryk Deptula, Scott Nivison et al. · IEEE Control Systems Letters · 2020 · 34 citations

Mathematical Programming, Engineering, Machine Learning +17