no code implementations • ICLR 2020 • Mihailo Isakov, Michel A. Kinsy
However, the choice of which sparse topology should be used in these networks is unclear.
no code implementations • 27 Nov 2019 • Mihailo Isakov, Vijay Gadepally, Karen M. Gettings, Michel A. Kinsy
Deep Neural Network (DNN) workloads are quickly moving from datacenters onto edge devices, for latency, privacy, or energy reasons.
no code implementations • 3 Mar 2019 • Novak Boskov, Mihailo Isakov, Michel A. Kinsy
Many cybersecurity attacks rely on analyzing a binary executable to find exploitable sections of code.
Cryptography and Security
no code implementations • 12 Feb 2018 • Mihailo Isakov, Michel A. Kinsy
Fully-connected layers in deep neural networks (DNN) are often the throughput and power bottleneck during training.
no code implementations • 12 Feb 2018 • Michel A. Kinsy, Donato Kava, Alan Ehret, Miguel Mark
Sphinx, a hardware-software co-design architecture for binary code and runtime obfuscation.
Cryptography and Security Hardware Architecture