Abstract: We develop a versatile deep neural network architecture, called Lyapunov-Net, to approximate Lyapunov functions of dynamical systems in high dimensions. Lyapunov-Net guarantees positive ...
An experimental gene therapy developed by researchers at UCLA, University College London and Great Ormond Street Hospital has restored and maintained immune system function in 59 of 62 children born ...