3 papers
eess.SP2019
Interference management and capacity analysis for mm-wave picocells in urban canyons
Zhinus Marzi, Upamanyu Madhow
Millimeter (mm) wave picocellular networks are a promising approach for delivering the 1000-fold capacity increase required to keep up with projected demand for wireless data: the…
q-bio.NC2018
On the information in spike timing: neural codes derived from polychronous groups
Zhinus Marzi, Joao Hespanha, Upamanyu Madhow
There is growing evidence regarding the importance of spike timing in neural information processing, with even a small number of spikes carrying information, but computational mode…
stat.ML2018
Combating Adversarial Attacks Using Sparse Representations
Soorya Gopalakrishnan, Zhinus Marzi, Upamanyu Madhow +1
It is by now well-known that small adversarial perturbations can induce classification errors in deep neural networks (DNNs). In this paper, we make the case that sparse representa…