Payman Behnam

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 27

Top Topics

Fpga Implementation

Fault Tolerance

Top Venues

IEEE Trans. Computers

Publications

Payman Behnam, Uday Kamal, Ali Shafiee, Alexey Tumanov, Saibal Mukhopadhyay
Harmonica: Hybrid Accelerator to Overcome Imperfections of Mixed-signal DNN Accelerators. IPDPS (2024)
Bingbing Li, Geng Yuan, Zigeng Wang, Shaoyi Huang, Hongwu Peng, Payman Behnam, Wujie Wen, Hang Liu, Caiwen Ding
Zero-Space Cost Fault Tolerance for Transformer-based Language Models on ReRAM. CoRR (2024)
Payman Behnam, Jianming Tong, Alind Khare, Yangyu Chen, Yue Pan, Pranav Gadikar, Abhimanyu Rajeshkumar Bambhaniya, Tushar Krishna, Alexey Tumanov
Subgraph Stationary Hardware-Software Inference Co-Design. CoRR (2023)
Payman Behnam, Jianming Tong, Alind Khare, Yangyu Chen, Yue Pan, Pranav Gadikar, Abhimanyu Bambhaniya, Tushar Krishna, Alexey Tumanov
Hardware-Software Co-Design for Real-Time Latency-Accuracy Navigation in Tiny Machine Learning Applications. IEEE Micro 43 (6) (2023)
Payman Behnam, Alexey Tumanov, Tushar Krishna, Pranav Gadikar, Yangyu Chen, Jianming Tong, Yue Pan, Abhimanyu Rajeshkumar Bambhaniya, Alind Khare
Subgraph Stationary Hardware-Software Inference Co-Design. MLSys (2023)
Anshul Ahluwalia, Rohit Das, Payman Behnam, Alind Khare, Pan Li, Alexey Tumanov
ABKD: Graph Neural Network Compression with Attention-Based Knowledge Distillation. CoRR (2023)
Payman Behnam, Mahdi Nazm Bojnordi
Adaptively Reduced DRAM Caching for Energy-Efficient High Bandwidth Memory. IEEE Trans. Computers 71 (10) (2022)
Behnam Khodabandeloo, Ahmad Khonsari, Payman Behnam, Alireza Majidi, Mohammad Hassan Hajiesmaili
Stereo: Assignment and Scheduling in MPSoC Under Process Variation by Combining Stochastic and Decomposition Approaches. IEEE Trans. Computers 71 (11) (2022)
Yixuan Luo, Payman Behnam, Kiran Thorat, Zhuo Liu, Hongwu Peng, Shaoyi Huang, Shu Zhou, Omer Khan, Alexey Tumanov, Caiwen Ding, Tong Geng
CoDG-ReRAM: An Algorithm-Hardware Co-design to Accelerate Semi-Structured GNNs on ReRAM. ICCD (2022)
Payman Behnam, Uday Kamal, Saibal Mukhopadhyay
An Algorithm-Hardware Co-design Framework to Overcome Imperfections of Mixed-signal DNN Accelerators. CoRR (2022)
Geng Yuan, Payman Behnam, Zhengang Li, Ali Shafiee, Sheng Lin, Xiaolong Ma, Hang Liu, Xuehai Qian, Mahdi Nazm Bojnordi, Yanzhi Wang, Caiwen Ding
FORMS: Fine-grained Polarized ReRAM-based In-situ Computation for Mixed-signal DNN Accelerator. CoRR (2021)
Geng Yuan, Payman Behnam, Zhengang Li, Ali Shafiee, Sheng Lin, Xiaolong Ma, Hang Liu, Xuehai Qian, Mahdi Nazm Bojnordi, Yanzhi Wang, Caiwen Ding
FORMS: Fine-grained Polarized ReRAM-based In-situ Computation for Mixed-signal DNN Accelerator. ISCA (2021)
Geng Yuan, Payman Behnam, Yuxuan Cai, Ali Shafiee, Jingyan Fu, Zhiheng Liao, Zhengang Li, Xiaolong Ma, Jieren Deng, Jinhui Wang, Mahdi Nazm Bojnordi, Yanzhi Wang, Caiwen Ding
TinyADC: Peripheral Circuit-aware Weight Pruning Framework for Mixed-signal DNN Accelerators. DATE (2021)
Payman Behnam, Mahdi Nazm Bojnordi
STFL-DDR: Improving the Energy-Efficiency of Memory Interface. IEEE Trans. Computers 69 (12) (2020)
Payman Behnam, Mahdi Nazm Bojnordi
RedCache: Reduced DRAM Caching. DAC (2020)
Sajjad Taheri, Payman Behnam, Eli Bozorgzadeh, Alexander V. Veidenbaum, Alexandru Nicolau
AFFIX: Automatic Acceleration Framework for FPGA Implementation of OpenVX Vision Algorithms. FPGA (2019)
Payman Behnam, Mahdi Nazm Bojnordi
STFL: Energy-Efficient Data Movement with Slow Transition Fast Level Signaling. DAC (2019)
Sajjad Taheri, Jin Heo, Payman Behnam, Jeffrey Chen, Alexander V. Veidenbaum, Alexandru Nicolau
Acceleration Framework for FPGA Implementation of OpenVX Graph Pipelines. FCCM (2018)
Yomi Karthik Rupesh, Payman Behnam, Goverdhan Reddy Pandla, Manikanth Miryala, Mahdi Nazm Bojnordi
Accelerating k-Medians Clustering Using a Novel 4T-4R RRAM Cell. IEEE Trans. Very Large Scale Integr. Syst. 26 (12) (2018)
Payman Behnam
Validation of Hardware Security and Trust: A Survey. CoRR (2018)
Payman Behnam, Arjun Pal Chowdhury, Mahdi Nazm Bojnordi
R-Cache: A Highly Set-Associative In-Package Cache Using Memristive Arrays. ICCD (2018)
Payman Behnam, Naser Sedaghati, Mahdi Nazm Bojnordi
Adaptive Time-based Encoding for Energy-Efficient Large Cache Architectures. E2SC@SC (2017)
Farzaneh Zokaee, Hossein Sabaghian Bidgoli, Vahid Janfaza, Payman Behnam, Zainalabedin Navabi
A novel SAT-based ATPG approach for transition delay faults. HLDVT (2017)
Hossein Sabaghian Bidgoli, Payman Behnam, Bijan Alizadeh, Zainalabedin Navabi
Reducing Search Space for Fault Diagnosis: A Probability-Based Scoring Approach. ISVLSI (2017)
Payman Behnam, Bijan Alizadeh, Sajjad Taheri
Automated Formal Equivalence Verification of Pipelined Nested Loops in Datapath Designs. CoRR (2017)
Payman Behnam, Bijan Alizadeh, Sajjad Taheri, Masahiro Fujita
Formally analyzing fault tolerance in datapath designs using equivalence checking. ASP-DAC (2016)
Eesa Nikahd, Payman Behnam, Reza Sameni
High-Speed Hardware Implementation of Fixed and Runtime Variable Window Length 1-D Median Filters. IEEE Trans. Circuits Syst. II Express Briefs (5) (2016)
Payman Behnam, Bijan Alizadeh
In-Circuit Mutation-Based Automatic Correction of Certain Design Errors Using SAT Mechanisms. ATS (2015)
Bijan Alizadeh, Payman Behnam, Somayeh Sadeghi Kohan
A Scalable Formal Debugging Approach with Auto-Correction Capability Based on Static Slicing and Dynamic Ranking for RTL Datapath Designs. IEEE Trans. Computers 64 (6) (2015)
Vahid Janfaza, Bahjat Forouzandeh, Payman Behnam, Mohammadreza Najafi
Hybrid history-based test overlapping to reduce test application time. EWDTS (2014)
M. H. Haghbayan, Bijan Alizadeh, Payman Behnam, Saeed Safari
Formal Verification and Debugging of Array Dividers with Auto-correction Mechanism. VLSI Design (2014)
Vahid Janfaza, Payman Behnam, Bahjat Forouzandeh, Bijan Alizadeh
A Low-Power Enhanced Bitmask-Dictionary Scheme for Test Data Compression. ISVLSI (2014)
Payman Behnam, Bijan Alizadeh, Zainalabedin Navabi
Automatic correction of certain design errors using mutation technique. ETS (2014)
Somayeh Sadeghi Kohan, Payman Behnam, Bijan Alizadeh, Masahiro Fujita, Zainalabedin Navabi
Improving polynomial datapath debugging with HEDs. ETS (2014)
Vahid Janfaza, Bahjat Forouzandeh, Payman Behnam, Mohammadreza Najafi
Hybrid history-based test overlapping to reduce test application time. EWDTS (2013)
Payman Behnam, Hossein Sabaghian Bidgoli, Bijan Alizadeh, Kamyar Mohajerani, Zainalabedin Navabi
A probabilistic approach for counterexample generation to aid design debugging. EWDTS (2013)
Bijan Alizadeh, Payman Behnam
Formal equivalence verification and debugging techniques with auto-correction mechanism for RTL designs. Microprocess. Microsystems 37 (8-D) (2013)