Publications
This section contains publications published by ISI over the past several decades.
2022
Hobbes Node Virtualization Layer: System Software Infrastructure for Application Composition and Performance Isolation.
Noah Evans, Kevin Pedretti, Shyamali Mukherjee, Brian Kocoloski, John Russell Lange, Patrick G Bridges, Ronald B Brightwell
Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), 2022
Hoyer regularizer is all you need for ultra low-latency spiking neural networks
Gourav Datta, Zeyu Liu, Peter A Beerel
arXiv preprint arXiv:2212.10170, 2022
Toward Adversary-aware Non-iterative Model Pruning through Dynamic Network Rewiring of DNNs
Souvik Kundu, Yao Fu, Bill Ye, Peter A Beerel, Massoud Pedram
ACM Transactions on Embedded Computing Systems 21 (5), 1-24, 2022
Towards energy-efficient, low-latency and accurate spiking LSTMs
Gourav Datta, Haoqin Deng, Robert Aviles, Peter A Beerel
arXiv preprint arXiv:2210.12613, 2022
Pipeedge: Pipeline parallelism for large-scale model inference on heterogeneous edge devices
Yang Hu, Connor Imes, Xuanang Zhao, Souvik Kundu, Peter A Beerel, Stephen P Crago, John Paul Walters
2022 25th Euromicro Conference on Digital System Design (DSD), 298-307, 2022
Multi-phase clocking for multi-threaded gate-level-pipelined superconductive logic
Xi Li, Min Pan, Tong Liu, Peter A Beerel
2022 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 62-67, 2022
Radiation hardening by design techniques for the mutual exclusion element
Moises Herrera, Peter Beerel
Proceedings of the Great Lakes Symposium on VLSI 2022, 267-273, 2022
ACE-SNN: Algorithm-hardware co-design of energy-efficient & low-latency deep spiking neural networks for 3d image recognition
Gourav Datta, Souvik Kundu, Akhilesh R Jaiswal, Peter A Beerel
Frontiers in neuroscience 16, 815258, 2022
A fast and efficient conditional learning for tunable trade-off between accuracy and robustness
Souvik Kundu, Sairam Sundaresan, Massoud Pedram, Peter A Beerel
arXiv preprint arXiv:2204.00426, 2022
TriLock: IC protection with tunable corruptibility and resilience to SAT and removal attacks
Yuke Zhang, Yinghua Hu, Pierluigi Nuzzo, Peter A Beerel
2022 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2022
Bmpq: bit-gradient sensitivity-driven mixed-precision quantization of dnns from scratch
Souvik Kundu, Shikai Wang, Qirui Sun, Peter A Beerel, Massoud Pedram
2022 Design, Automation & Test in Europe Conference & Exhibition (DATE), 588-591, 2022
Can deep neural networks be converted to ultra low-latency spiking neural networks?
Gourav Datta, Peter A Beerel
2022 Design, Automation & Test in Europe Conference & Exhibition (DATE), 718-723, 2022
Towards a formal treatment of logic locking
Peter Beerel, Marios Georgiou, Ben Hamlin, Alex J Malozemoff, Pierluigi Nuzzo
Cryptology ePrint Archive, 2022
Using genetic algorithms for safe swarm trajectory optimization
D Barnhart, R Rughani, T Presser
US Patent App. 17/568,462, 2022
Low Temperature Solid Propellant Investigations for Mechanical Properties
David Barnhart, David Bacher, Jacob J Davies, Jessica Ridgeway, Sahana Ramesh, Samyag Madrecha, Ava Badii, Claire Stevlingson, Emilie Reynoso, Jeremy Struhl, Khalil Dajani
AIAA AVIATION 2022 Forum, 3268, 2022
Enabling a Multi-National Commercial Destination in Space: The Port
David Barnhart, Dan Lopez, Rahul Rughani, Mbuyi Khuzadi, Thomas A Schervan, Joerg Kreisel, Jeremy Allam, Mark Lorden, Bill Crandall, Max Arshavsky
AIAA SCITECH 2022 Forum, 2465, 2022
Influence of fluid flows on electric double layers in evaporating colloidal sessile droplets
Semen V Zavarzin, Andrei L Kolesnikov, Yury A Budkov, Lev Yu Barash
The European Physical Journal E 45 (3), 24, 2022
Semi-synchronous federated learning for energy-efficient training and accelerated convergence in cross-silo settings
Dimitris Stripelis, Paul M Thompson, José Luis Ambite
ACM Transactions on Intelligent Systems and Technology (TIST) 13 (5), 1-29, 2022
Performance weighting for robust federated learning against corrupted sources
Dimitris Stripelis, Marcin Abram, Jose Luis Ambite
arXiv preprint arXiv:2205.01184, 2022
Federated progressive sparsification (purge, merge, tune)+
Dimitris Stripelis, Umang Gupta, Greg Ver Steeg, Jose Luis Ambite
arXiv preprint arXiv:2204.12430, 2022