Fall 2016 - present
[C10] A. Ehret, M. Isakov and M. A. Kinsy: “Towards a Generalized Reconfigurable Agent Based Architecture: Stock Market Simulation Acceleration”, International Conference on Reconfigurable Computing and FPGAs (ReConFig), 2018.[PDF] [bib]
[C9] M. Isakov, L. Bu, H. Cheng, and M. A. Kinsy: “Preventing Neural Network Model Exfiltration in Machine Learning Hardware Accelerators”. In the 2018 Asian Hardware Oriented Security and Trust Symposium (AsianHOST), 2018.[PDF] [bib]
[J2] L. Bu, M. Isakov, and M. A. Kinsy: “A Secure and Robust Scheme for Sharing Confidential Information in IoT Systems”. In the Elsevier Journal for Ad Hoc Networks, (Ad Hoc Networks), 2018.[PDF] [bib]
[C7] M. Isakov, A. Ehret and M. Kinsy: “Chameleon: A Generalized Reconfigurable Open-Source Architecture for Deep Neural Network Training”. In the 2018 IEEE High Performance Extreme Computing Conference (HPEC), 2018.[PDF] [bib] Best Student Paper Nominee.
[C6] M. Isakov, A. Ehret and M. Kinsy: “ClosNets: Batchless DNN Training with On-Chip A Priori Sparse Neural Topologies”. In the International conference on Field Programmable Logic and Applications (FPL), 2018.[PDF] [bib]
[C5] J. R. Doppa, R. G. Kim, M. Isakov, M. A. Kinsy, H. Kwon and T. Krishna: “Adaptive Manycore Architectures for Big Data Computing”. In the International Symposium on Networks-on-Chip (NOCS), October 2017.[PDF] [bib]
[C4] H. Hosseinzadeh, M. Isakov, M. Darabi, A. Patooghy, and M. Kinsy: “Janus: An uncertain cache architecture to cope with side channel attacks”. In 2017 IEEE 60th International Midwest Symposium on Circuits and Systems (MWSCAS) Aug 2017.[PDF] [bib] The Myril B. Reed Best Paper Award.
[C3] E. Taheri, M. Isakov, A. Patooghy, and M. Kinsy: “Advertiser Elevator: a Fault Tolerant Routing Algorithm for Partially Connected 3D Network-on-Chips”. In 2017 IEEE 60th International Midwest Symposium on Circuits and Systems (MWSCAS) Aug 2017.[PDF] [bib]
[C2] M. Kinsy, S. Khadka, M. Isakov and A. Farrukh: “Hermes: Secure Heterogeneous Multicore Architecture Design”. In the IEEE International Symposium on Hardware Oriented Security and Trust (HOST), May 2017.[PDF] [bib]
[C1] M. Kinsy, S. Khadka and M. Isakov: “PreNoc: Neural Network based Predictive Routing for Network-on-Chip Architectures”. In the 27th edition of the ACM Great Lakes Symposium on VLSI (GLSVLSI), May 2017.[PDF] [bib]
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