26 citations · 26 across the 1 of their papers we have counts for
2 papers
cs.NE2022
Spiking neural networks for nonlinear regression
Alexander Henkes, Jason K. Eshraghian, Henning Wessels
Spiking neural networks, also often referred to as the third generation of neural networks, carry the potential for a massive reduction in memory and energy consumption over tradit…
cs.LG2021★ 26 cited
A deep learning driven pseudospectral PCE based FFT homogenization algorithm for complex microstructures
Alexander Henkes, Ismail Caylak, Rolf Mahnken
This work is directed to uncertainty quantification of homogenized effective properties for composite materials with complex, three dimensional microstructure. The uncertainties ar…