Behnam Ghavami

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 45

Top Topics

Reverse Engineer

Integrated Circuit

Memory Footprint

Top Venues

J. Supercomput.

Publications

Behnam Ghavami, Mohammad Shahidzadeh, Lesley Shannon, Steve Wilton
ZOBNN: Zero-Overhead Dependable Design of Binary Neural Networks with Deliberately Quantized Parameters. IOLTS (2024)
Mohammadamin Baghbanbashi, Mohsen Raji, Behnam Ghavami
Quantizing YOLOv7: A Comprehensive Study. CoRR (2024)
Behnam Ghavami, Amin Kamjoo, Lesley Shannon, Steve Wilton
DNN Memory Footprint Reduction via Post-Training Intra-Layer Multi-Precision Quantization. CoRR (2024)
Behnam Ghavami, Amin Kamjoo, Lesley Shannon, Steve Wilton
DNN Memory Footprint Reduction via Post-Training Intra-Layer Multi-Precision Quantization. ISQED (2024)
Samad Rostampour, Nasour Bagheri, Behnam Ghavami, Ygal Bendavid, Saru Kumari, Honorio Martín, Carmen Camara
Using a privacy-enhanced authentication process to secure IoT-based smart grid infrastructures. J. Supercomput. 80 (2) (2024)
Behnam Ghavami, Mohammad Shahidzadeh, Lesley Shannon, Steve Wilton
ZOBNN: Zero-Overhead Dependable Design of Binary Neural Networks with Deliberately Quantized Parameters. CoRR (2024)
Samad Rostampour, Nasour Bagheri, Behnam Ghavami, Ygal Bendavid, Saru Kumari, Honorio Martín, Carmen Camara
Correction to: Using a privacy‑enhanced authentication process to secure IoT‑based smart grid infrastructures. J. Supercomput. 80 (2) (2024)
Behnam Ghavami, Lesley Shannon
Unraveling the Integration of Deep Machine Learning in FPGA CAD Flow: A Concise Survey and Future Insights. CoRR (2023)
Ebrahim Farahmand, Ali Mahani, Behnam Ghavami, Muhammad Abdullah Hanif, Muhammad Shafique
scaleTRIM: Scalable TRuncation-Based Integer Approximate Multiplier with Linearization and Compensation. CoRR (2023)
Eduardo Rhod, Behnam Ghavami, Zhenman Fang, Lesley Shannon
A Cycle-Accurate Soft Error Vulnerability Analysis Framework for FPGA-based Designs. CoRR (2023)
Mina Jafari, Behnam Ghavami, Vahid Sattari Naeini
A Decision Making Approach for Chemotherapy Planning based on Evolutionary Processing. CoRR (2023)
Mohammadamin Baghbanbashi, Mohsen Raji, Behnam Ghavami
Quantizing YOLOv7: A Comprehensive Study. CSICC (2023)
Behnam Ghavami, Mani Sadati, Mohammad Shahidzadeh, Zhenman Fang, Lesley Shannon
Blind Data Adversarial Bit-flip Attack against Deep Neural Networks. DSD (2022)
Arezoo Moradi Chegni, Behnam Ghavami, Mahdi Eftekhari
A GPU-based accelerated ELM and deep-ELM training algorithms for traditional and deep neural networks classifiers. Intell. Syst. Appl. 15 (2022)
Behnam Ghavami, Mani Sadati, Zhenman Fang, Lesley Shannon
FitAct: Error Resilient Deep Neural Networks via Fine-Grained Post-Trainable Activation Functions. DATE (2022)
Behnam Ghavami, Mahdi Sajedi, Mohsen Raji, Zhenman Fang, Lesley Shannon
A Majority-based Approximate Adder for FPGAs. DSD (2022)
Behnam Ghavami, Seyd Movi, Zhenman Fang, Lesley Shannon
Stealthy Attack on Algorithmic-Protected DNNs via Smart Bit Flipping. ISQED (2022)
Behnam Ghavami, Seyd Movi, Zhenman Fang, Lesley Shannon
Stealthy Attack on Algorithmic-Protected DNNs via Smart Bit Flipping. CoRR (2021)
Seyed Milad Ebrahimipour, Behnam Ghavami, Mohsen Raji
A Statistical Gate Sizing Method for Timing Yield and Lifetime Reliability Optimization of Integrated Circuits. IEEE Trans. Emerg. Top. Comput. 9 (2) (2021)
Farzane Khajuyi, Behnam Ghavami, Human Nikmehr
An Efficient Communication Protocol for FPGA IP Protection. CoRR (2021)
Behnam Ghavami, Mani Sadati, Zhenman Fang, Lesley Shannon
FitAct: Error Resilient Deep Neural Networks via Fine-Grained Post-Trainable Activation Functions. CoRR (2021)
Kiarash Saremi, Hossein Pedram, Behnam Ghavami, Mohsen Raji, Zhenman Fang, Lesley Shannon
SeaPlace: Process Variation Aware Placement for Reliable Combinational Circuits against SETs and METs. CoRR (2021)
Behnam Ghavami, Milad Ibrahimipour, Zhenman Fang, Lesley Shannon
MAPLE: A Machine Learning based Aging-Aware FPGA Architecture Exploration Framework. FPL (2021)
Behnam Ghavami, Seyed Milad Ebrahimi, Zhenman Fang, Lesley Shannon
LEAP: A Deep Learning based Aging-Aware Architecture Exploration Framework for FPGAs. FPGA (2021)
Behnam Ghavami, Mani Sadati, Mohammad Shahidzadeh, Zhenman Fang, Lesley Shannon
BDFA: A Blind Data Adversarial Bit-flip Attack on Deep Neural Networks. CoRR (2021)
Mohsen Raji, Reza Mahmoudi, Behnam Ghavami, Saeed Keshavarzi
Lifetime Reliability Improvement of Nano-Scale Digital Circuits Using Dual Threshold Voltage Assignment. IEEE Access 9 (2021)
Zahra Qavamy, Behnam Ghavami, Morteza Nabavi, Yvon Savaria
Non-parametric Statistical Static Timing Analysis based on Improved Parallel Monte Carlo. MWSCAS (2021)
Atousa Jafari, Mohsen Raji, Behnam Ghavami
Timing Reliability Improvement of Master-Slave Flip-Flops in the Presence of Aging Effects. IEEE Trans. Circuits Syst. (12) (2020)
Seyed Milad Ebrahimipour, Behnam Ghavami, Hamid Mousavi, Mohsen Raji, Zhenman Fang, Lesley Shannon
Aadam: A Fast, Accurate, and Versatile Aging-Aware Cell Library Delay Model using Feed-Forward Neural Network. ICCAD (2020)
Mohammad Eslami, Behnam Ghavami, Mohsen Raji, Ali Mahani
A survey on fault injection methods of digital integrated circuits. Integr. 71 (2020)
Mohammad Reza Rohanipoor, Behnam Ghavami, Mohsen Raji
Improving Combinational Circuit Reliability Against Multiple Event Transients via a Partition and Restructuring Approach. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (5) (2020)
Mahdi Moodi, Mahdieh Ghazvini, Hossein Moodi, Behnam Ghavami
A smart adaptive particle swarm optimization-support vector machine: android botnet detection application. J. Supercomput. 76 (12) (2020)
Behnam Ghavami, Mohsen Raji, Ramin Rasaizadi, Mashaallah Mashinchi
Process variation-aware gate sizing with fuzzy geometric programming. Comput. Electr. Eng. 78 (2019)
Alireza Arab, Mohammad Javad Rostami, Behnam Ghavami
An image encryption method based on chaos system and AES algorithm. J. Supercomput. 75 (10) (2019)
Seyed Milad Ebrahimipour, Behnam Ghavami, Mohsen Raji
Adjacency criticality: a simple yet effective metric for statistical timing yield optimisation of digital integrated circuits. IET Circuits Devices Syst. 13 (7) (2019)
Mohsen Raji, M. Amin Sabet, Behnam Ghavami
Soft Error Reliability Improvement of Digital Circuits by Exploiting a Fast Gate Sizing Scheme. IEEE Access 7 (2019)
Mohsen Raji, Behnam Ghavami
Redressing fork constraints in nanoscale quasi-delay-insensitive asynchronous pipelines. J. Supercomput. 74 (8) (2018)
M. Amin Sabet, Behnam Ghavami, Mohsen Raji
GPU-Accelerated Soft Error Rate Analysis of Large-Scale Integrated Circuits. IEEE Des. Test 35 (6) (2018)
Mokhtar Mohammadi Ghanatghestani, Behnam Ghavami, Honeya Salehpour
A CNFET full adder cell design for high-speed arithmetic units. Turkish J. Electr. Eng. Comput. Sci. 25 (2017)
Mina Jafari, Behnam Ghavami, Vahid Sattari
A hybrid framework for reverse engineering of robust Gene Regulatory Networks. Artif. Intell. Medicine 79 (2017)
Mohsen Raji, Behnam Ghavami
Soft Error Rate Reduction of Combinational Circuits Using Gate Sizing in the Presence of Process Variations. IEEE Trans. Very Large Scale Integr. Syst. 25 (1) (2017)
Mohammad Reza Rohanipoor, Behnam Ghavami, Mohsen Raji
Soft error tolerant design of combinational circuits based on a local logic substitution scheme. Microelectron. J. 67 (2017)
M. Amin Sabet, Behnam Ghavami, Mohsen Raji
A Scalable Solution to Soft Error Tolerant Circuit Design Using Partitioning-Based Gate Sizing. IEEE Trans. Reliab. 66 (1) (2017)
Alireza Tajary, Behnam Ghavami
A Metallic CNT Tolerant Design Methodology for Carbon Nanotube-Based Programmable Gate Arrays. J. Circuits Syst. Comput. 25 (2) (2016)
Mohsen Raji, Behnam Ghavami
A Fast Statistical Soft Error Rate Estimation Method for Nano-scale Combinational Circuits. J. Electron. Test. 32 (3) (2016)
Mohsen Raji, Hossein Pedram, Behnam Ghavami
A practical metric for soft error vulnerability analysis of combinational circuits. Microelectron. Reliab. 55 (2) (2015)
Mohsen Raji, Behnam Ghavami, Hossein Pedram
Gate Resizing for Soft Error Rate Reduction in Nano-scale Digital Circuits Considering Process Variations. DSD (2015)
Mohsen Raji, Hossein Pedram, Behnam Ghavami
Soft error rate estimation of combinational circuits based on vulnerability analysis. IET Comput. Digit. Tech. 9 (6) (2015)
Mohsen Raji, Fereshte Saeedi, Behnam Ghavami, Hossein Pedram
An Efficient Approach for Soft Error Rate Estimation of Combinational Circuits. DSD (2014)
Behnam Ghavami, Mohsen Raji, Hossein Pedram, Massoud Pedram
Statistical Functional Yield Estimation and Enhancement of CNFET-Based VLSI Circuits. IEEE Trans. Very Large Scale Integr. Syst. 21 (5) (2013)
Behnam Ghavami, Mohsen Raji, Hossein Pedram, Mehdi Baradaran Tahoori
Design and Analysis of a Robust Carbon Nanotube-Based Asynchronous Primitive Circuit. ACM J. Emerg. Technol. Comput. Syst. 9 (1) (2013)
Behnam Ghavami, Mohsen Raji, Hossein Pedram
Timing yield estimation of carbon nanotube-based digital circuits in the presence of nanotube density variation and metallic-nanotubes. ISQED (2011)
Mostafa Kishani, Hamid R. Zarandi, Hossein Pedram, Alireza Tajary, Mohsen Raji, Behnam Ghavami
HVD: horizontal-vertical-diagonal error detecting and correcting code to protect against with soft errors. Des. Autom. Embed. Syst. 15 (3-4) (2011)
Behnam Ghavami, Hossein Pedram
Low power asynchronous circuit back-end design flow. Microelectron. J. 42 (2) (2011)
Behnam Ghavami, Mohsen Raji, Hossein Pedram
Metallic-CNT and Non-uniform CNTs Tolerant Design of CNFET-based Circuits Using Independent N2-Transistor Structures. ISVLSI (2011)
Behnam Ghavami, Hossein Pedram, Arezoo Salarpour
Leakage Power Reduction of Asynchronous Pipelines. J. Circuits Syst. Comput. 20 (2) (2011)
Behnam Ghavami, Mohsen Raji, Hossein Pedram, Omid Naghshineh Arjmand
CNT-count Failure Characteristics of Carbon Nanotube FETs under Process Variations. DFT (2011)
Behnam Ghavami, Hossein Pedram, Mahtab Niknahad
An Efficient Energy Estimation Methodology for Quasi Delay Insensitive Template-Based Asynchronous Circuits. J. Low Power Electron. 6 (1) (2010)
Mohsen Raji, Behnam Ghavami, Hossein Pedram, Hamid R. Zarandi
Process variation-aware performance analysis of asynchronous circuits. Microelectron. J. 41 (2-3) (2010)
Mohsen Raji, Alireza Tajary, Behnam Ghavami, Hossein Pedram, Hamid R. Zarandi
Statistical Leakage Power Optimization of Asynchronous Circuits Considering Process Variations. PATMOS (2010)
Behnam Ghavami, Alireza Tajary, Mohsen Raji, Hossein Pedram
Defect and Variation Issues on Design Mapping of Reconfigurable Nanoscale Crossbars. ISVLSI (2010)
Behnam Ghavami, Hossein Pedram
High performance asynchronous design flow using a novel static performance analysis method. Comput. Electr. Eng. 35 (6) (2009)
Mohsen Raji, Behnam Ghavami, Hamid R. Zarandi, Hossein Pedram
Process Variation Aware Performance Analysis of Asynchronous Circuits Considering Spatial Correlation. PATMOS (2009)
Mohsen Raji, Behnam Ghavami, Hossein Pedram
Statistical static performance analysis of asynchronous circuits considering process variation. ISQED (2009)
Behnam Ghavami, Hamid R. Zarandi, Arezoo Salarpour, Hossein Pedram
Diagnosis of faults in template-based asynchronous circuits. SoC (2009)
Behnam Ghavami, Hossein Pedram, Mehrdad Najibi
An EDA tool for implementation of low power and secure crypto-chips. Comput. Electr. Eng. 35 (2) (2009)
Behnam Ghavami, Mehrshad Khosraviani, Hossein Pedram
Power Optimization of Asynchronous Circuits through Simultaneous Vdd and Vth Assignment and Template Sizing. DSD (2008)
Behnam Ghavami, Hossein Pedram
Design of dual threshold voltages asynchronous circuits. ISLPED (2008)
Somaye Raoufifard, Behnam Ghavami, Mehrdad Najibi, Hossein Pedram
Performance Enhancement of Asynchronous Circuits. CSICC (2008)
Behnam Ghavami, Hossein Pedram
An Automatic Design Flow for Implementation of Side Channel Attacks Resistant Crypto-Chips. PATMOS (2007)
Arash Mehdizadeh, Behnam Ghavami, Morteza Saheb Zamani, Hossein Pedram, Farhad Mehdipour
An efficient heterogeneous reconfigurable functional unit for an adaptive dynamic extensible processor. VLSI-SoC (2007)
Mahtab Niknahad, Behnam Ghavami, Mehrdad Najibi, Hossein Pedram
A Power Estimation Methodology for QDI Asynchronous Circuits based on High-Level Simulation. ISVLSI (2007)
Behnam Ghavami, Mahtab Niknahad, Mehrdad Najibi, Hossein Pedram
A Fast and Accurate Power Estimation Methodology for QDI Asynchronous Circuits. PATMOS (2007)