LS
Lesley Shannon
cs.ARcs.AIcs.CRcs.LGcs.PF
On Valency
published · living versionsW_4py9vzue·v1 · currentpublished
FitAct: Error Resilient Deep Neural Networks via Fine-Grained Post-Trainable Activation Functions
with Behnam Ghavami, Mani Sadati, Zhenman Fang
1 version
Preprints & journals
12 papers in the corpus · 2011–2024A Semi Black-Box Adversarial Bit-Flip Attack with Limited DNN Model Information2412.09450v1 · Behnam Ghavami, Mani Sadati, Mohammad Shahidzadeh et al.2024 · 1 citationarXiv
Automatic High-quality Verilog Assertion Generation through Subtask-Focused Fine-Tuned LLMs and Iterative Prompting2411.15442v1 · Mohammad Shahidzadeh, Behnam Ghavami, Steve Wilton et al.2024 · 2 citationsarXiv
ZOBNN: Zero-Overhead Dependable Design of Binary Neural Networks with Deliberately Quantized Parameters2407.04964v1 · Behnam Ghavami, Mohammad Shahidzadeh, Lesley Shannon et al.2024 · 1 citationarXiv
DNN Memory Footprint Reduction via Post-Training Intra-Layer Multi-Precision Quantization2404.02947v1 · Behnam Ghavami, Amin Kamjoo, Lesley Shannon et al.2024 · 2 citationsarXiv
A Cycle-Accurate Soft Error Vulnerability Analysis Framework for FPGA-based Designs2303.12269v1 · Eduardo Rhod, Behnam Ghavami, Zhenman Fang et al.2023 · 3 citationsarXiv
Unraveling the Integration of Deep Machine Learning in FPGA CAD Flow: A Concise Survey and Future Insights2303.10508v1 · Behnam Ghavami, Lesley Shannon2023 · 3 citationsarXiv
FitAct: Error Resilient Deep Neural Networks via Fine-Grained Post-Trainable Activation Functions2112.13544v1 · Behnam Ghavami, Mani Sadati, Zhenman Fang et al.2021 · 35 citationsarXivon Valency
Stealthy Attack on Algorithmic-Protected DNNs via Smart Bit Flipping2112.13162v1 · Behnam Ghavami, Seyd Movi, Zhenman Fang et al.2021 · 8 citationsarXiv
SeaPlace: Process Variation Aware Placement for Reliable Combinational Circuits against SETs and METs2112.04136v1 · Kiarash Saremi, Hossein Pedram, Behnam Ghavami et al.2021 · 0 citationsarXiv
BDFA: A Blind Data Adversarial Bit-flip Attack on Deep Neural Networks2112.03477v2 · Behnam Ghavami, Mani Sadati, Mohammad Shahidzadeh et al.2021 · 0 citationsarXiv
Performance monitoring for multicore embedded computing systems on FPGAs1508.07126v1 · Lesley Shannon, Eric Matthews, Nicholas Doyle et al.2015 · 8 citationsarXiv
Performance and scalability of Fourier domain optical coherence tomography acceleration using graphics processing units.21532660 · Li, Jian, Bloch, Pavel, Xu, Jing et al.2011 · 37 citationsApplied optics. 2011;50(13):1832-8
Career total: 114 works. 12 are in this corpus.
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