The compute explosion is the technological story of our time. And it is still only just beginning. We evolved for a linear world. If you walk for an hour, you cover a certain distance. Walk for two ...
Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts 02215, United States Wyss Institute for Biologically Inspired Engineering at Harvard University, Boston, Massachusetts ...
In many scientific fields including neuroscience, climatology or physics, complex relationships can be described most parsimoniously by non-linear mechanics. Despite their relevance, many ...
Oscilloscopes are the workhorse instruments for time domain measurements. Most current digital oscilloscopes include about twenty-five built in measurement parameters as a standard complement. Adding ...
1 College of Mathematics and Statistics, Sichuan University of Science & Engineering, Zigong, China. 2 Sichuan Province University Key Laboratory of Bridge Non-destruction Detecting and Engineering ...
Physics-Informed Neural Networks (PINN) are neural networks encoding the problem governing equations, such as Partial Differential Equations (PDE), as a part of the neural network. PINNs have emerged ...
Abstract: The activation functions play increasingly important roles in deep convolutional neural networks. The traditional activation functions have some problems such as gradient disappearance, ...
Abstract: Rectified linear unit (ReLU) plays an important role in today’s convolutional neural networks (CNNs). In this paper, we propose a novel activation function called Rectified Exponential Unit ...