221 citations · 1k across the 45 of their papers we have counts for
7 papers · 1 filter
Rediscovering Deep Neural Networks Through Finite-State Distributions
Amir Emad Marvasti, Ehsan Emad Marvasti, George Atia +1
We propose a new way of thinking about deep neural networks, in which the linear and non-linear components of the network are naturally derived and justified in terms of principles…
Interferometry-based modal analysis with finite aperture effects
Davood Mardani, Ayman F. Abouraddy, George K. Atia
We analyze the effects of aperture finiteness on interferograms recorded to unveil the modal content of optical beams in arbitrary basis using generalized interferometry. We develo…
Multi-modal Non-line-of-sight Passive Imaging
Andre Beckus, Alexandru Tamasan, George K. Atia
We consider the non-line-of-sight (NLOS) imaging of an object using the light reflected off a diffusive wall. The wall scatters incident light such that a lens is no longer useful…
Scalable and Robust Community Detection with Randomized Sketching
Mostafa Rahmani, Andre Beckus, Adel Karimian +1
This article explores and analyzes the unsupervised clustering of large partially observed graphs. We propose a scalable and provable randomized framework for clustering graphs gen…
A Game-Theoretic Framework for the Virtual Machines Migration Timing Problem
Ahmed H. Anwar, George Atia, Mina Guirguis
In a multi-tenant cloud, a number of Virtual Machines (VMs) are collocated on the same physical machine to optimize performance, power consumption and maximize profit. This, howeve…
On the inverse problem of source reconstruction from coherence measurements
Andre Beckus, Alexandru Tamasan, Aristide Dogariu +2
We consider an inverse source problem for partially coherent light propagating in the Fresnel regime. The data is the coherence of the field measured away from the source. The reco…
Detection of Brain Stimuli Using Ramanujan Periodicity Transforms
Pouria Saidi, Azadeh Vosoughi, George Atia
The ability to efficiently match the frequency of the brain's response to repetitive visual stimuli in real time is the basis for reliable SSVEP-based Brain-Computer-Interfacing (B…