4 citations · 5 across the 3 of their papers we have counts for
4 papers
Binary Operations on Neuromorphic Hardware with Application to Linear Algebraic Operations and Stochastic Equations
Oleksandr Iaroshenko, Andrew T. Sornborger
Non-von Neumann computational hardware, based on neuron-inspired, non-linear elements connected via linear, weighted synapses -- so-called neuromorphic systems -- is a viable compu…
Image Compression: Sparse Coding vs. Bottleneck Autoencoders
Yijing Watkins, Mohammad Sayeh, Oleksandr Iaroshenko +1
Bottleneck autoencoders have been actively researched as a solution to image compression tasks. However, we observed that bottleneck autoencoders produce subjectively low quality r…
Random on-board pixel sampling (ROPS) X-ray Camera
Zhehui Wang, O. Iaroshenko, S. Li +7
Recent advances in compressed sensing theory and algorithms offer new possibilities for high-speed X-ray camera design. In many CMOS cameras, each pixel has an independent on-board…
On approximation of Ginzburg-Landau minimizers by -valued maps in domains with vanishingly small holes
Leonid Berlyand, Dmitry Golovaty, Oleksandr Iaroshenko +1
We consider a two-dimensional Ginzburg-Landau problem on an arbitrary domain with a finite number of vanishingly small circular holes. A special choice of scaling relation between…