BG
Behnam Ghavami
cs.ARcs.AIcs.LGcs.CRAlgorithmscs.CVcs.DCcs.NEFeature selectionGene Regulatory Network (GRN)
On Valency
published · living versionsW_4py9vzue·v1 · currentpublished
FitAct: Error Resilient Deep Neural Networks via Fine-Grained Post-Trainable Activation Functions
with Mani Sadati, Zhenman Fang, Lesley Shannon
1 version
Preprints & journals
17 papers in the corpus · 2011–2025Compressing Deep Neural Networks Using Explainable AI2507.05286v1 · Kimia Soroush, Mohsen Raji, Behnam Ghavami2025 · 3 citationsarXiv
A 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
Quantizing YOLOv7: A Comprehensive Study2407.04943v1 · Mohammadamin Baghbanbashi, Mohsen Raji, Behnam Ghavami2024 · 13 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
A Decision Making Approach for Chemotherapy Planning based on Evolutionary Processing2303.10535v1 · Mina Jafari, Behnam Ghavami, Vahid Sattari Naeini2023 · 0 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
scaleTRIM: Scalable TRuncation-Based Integer Approximate Multiplier with Linearization and Compensation2303.02495v3 · Ebrahim Farahmand, Mohammad Javad Askarizadeh, Ali Mahani et al.2023 · 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
An Efficient Communication Protocol for FPGA IP Protection2101.08754v1 · Farzane Khajuyi, Behnam Ghavami, Human Nikmehr2021 · 0 citationsarXiv
A hybrid framework for reverse engineering of robust Gene Regulatory Networks.28602483 · Jafari, Mina, Ghavami, Behnam, Sattari, Vahid2017 · 10 citationsArtificial intelligence in medicine. 2017;79:15-27
A statistical-based material and process guidelines for design of carbon nanotube field-effect transistors in gigascale integrated circuits.21811011 · Ghavami, Behnam, Raji, Mohsen, Pedram, Hossein2011 · 2 citationsNanotechnology. 2011;22(34):345706
Career total: 130 works. 17 are in this corpus.
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