A review on deep learning autoencoder in the design of next-generation communication systems
O Alnaseri, L Alzubaidi, Y Himeur… - ar** highly nonlinear
relationships with acceptable calculation speed, have been increasingly applied for water …
relationships with acceptable calculation speed, have been increasingly applied for water …
[HTML][HTML] Assessment of anisotropic acoustic properties in additively manufactured materials: experimental, computational, and deep learning approaches
I Malashin, V Tynchenko, D Martysyuk, N Shchipakov… - Sensors, 2024 - mdpi.com
The influence of acoustic anisotropy on ultrasonic testing reliability poses a challenge in
evaluating products from additive technologies (AT). This study investigates how elasticity …
evaluating products from additive technologies (AT). This study investigates how elasticity …
Deep learning with ExtendeD Exponential Linear Unit (DELU)
Activation functions are crucial parts of artificial neural networks. From the first perceptron
created artificially up to today, many functions are proposed. Some of them are currently in …
created artificially up to today, many functions are proposed. Some of them are currently in …
Multivariate relationship in big data collection of ocean observing system
Observing the ocean provides us with essential information necessary to study and
understand marine ecosystem dynamics, its evolution and the impact of human activities …
understand marine ecosystem dynamics, its evolution and the impact of human activities …
Smooth activations and reproducibility in deep networks
GI Shamir, D Lin, L Coviello - ar** with temporal optical satellite data
Deep Learning models are preferred for complex image analysis-based solutions to
application-oriented problems. However, the architecture of such models largely influences …
application-oriented problems. However, the architecture of such models largely influences …
Real world large scale recommendation systems reproducibility and smooth activations
GI Shamir, D Lin - arxiv preprint arxiv:2202.06499, 2022 - arxiv.org
Real world recommendation systems influence a constantly growing set of domains. With
deep networks, that now drive such systems, recommendations have been more relevant to …
deep networks, that now drive such systems, recommendations have been more relevant to …
[PDF][PDF] Data-Driven Methods for Dynamic Systems
JJ Bramburger - 2024 - SIAM
Excerpt This book grew out of multiple stimulating conversations with Nathan Kutz while I
was a postdoc at the University of Washington. It began with joking about taking our favorite …
was a postdoc at the University of Washington. It began with joking about taking our favorite …