1 citations · 1 across the 2 of their papers we have counts for
3 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…
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…