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Arman Roohi
ORCID
Publication Activity (10 Years)
Years Active: 2015-2024
Publications (10 Years): 60
Top Topics
Local Binary Pattern
Histopathology Images
Neural Network
Low Power
Top Venues
CoRR
ISQED
IEEE Trans. Computers
ISCAS
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Publications
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Arman Roohi
,
Sepehr Tabrizchi
,
Mehrdad Morsali
,
David Z. Pan
,
Shaahin Angizi
PiPSim: A Behavior-Level Modeling Tool for CNN Processing-in-Pixel Accelerators.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
43 (1) (2024)
Fereshteh Karimi
,
Reza Faghih Mirzaee
,
Ali Fakeri-Tabrizi
,
Arman Roohi
Design and evaluation of ultra-fast 8-bit approximate multipliers using novel multicolumn inexact compressors.
Int. J. Circuit Theory Appl.
51 (7) (2023)
Sepehr Tabrizchi
,
Mehrdad Morsali
,
Shaahin Angizi
,
Arman Roohi
NeSe: Near-Sensor Event-Driven Scheme for Low Power Energy Harvesting Sensors.
ISCAS
(2023)
Sepehr Tabrizchi
,
Rebati Gaire
,
Shaahin Angizi
,
Arman Roohi
SenTer: A Reconfigurable Processing-in-Sensor Architecture Enabling Efficient Ternary MLP.
ACM Great Lakes Symposium on VLSI
(2023)
Deepak Vungarala
,
Mehrdad Morsali
,
Sepehr Tabrizchi
,
Arman Roohi
,
Shaahin Angizi
Comparative Study of Low Bit-width DNN Accelerators: Opportunities and Challenges.
MWSCAS
(2023)
Shaahin Angizi
,
Sepehr Tabrizchi
,
David Z. Pan
,
Arman Roohi
PISA: A Non-Volatile Processing-in-Sensor Accelerator for Imaging Systems.
IEEE Trans. Emerg. Top. Comput.
11 (4) (2023)
Ranyang Zhou
,
Sabbir Ahmed
,
Arman Roohi
,
Adnan Siraj Rakin
,
Shaahin Angizi
DRAM-Locker: A General-Purpose DRAM Protection Mechanism against Adversarial DNN Weight Attacks.
CoRR
(2023)
Deniz Najafi
,
Mehrdad Morsali
,
Ranyang Zhou
,
Arman Roohi
,
Andrew Marshall
,
Durga Misra
,
Shaahin Angizi
Enabling Normally-off In-Situ Computing with a Magneto-Electric FET-based SRAM Design.
CoRR
(2023)
Ranyang Zhou
,
Sepehr Tabrizchi
,
Mehrdad Morsali
,
Arman Roohi
,
Shaahin Angizi
P-PIM: A Parallel Processing-in-DRAM Framework Enabling Row Hammer Protection.
DATE
(2023)
Sepehr Tabrizchi
,
Shaahin Angizi
,
Arman Roohi
DIAC: Design Exploration of Intermittent-Aware Computing Realizing Batteryless Systems.
CoRR
(2023)
Mehrdad Morsali
,
Sepehr Tabrizchi
,
Deniz Najafi
,
Mohsen Imani
,
Mahdi Nikdast
,
Arman Roohi
,
Shaahin Angizi
OISA: Architecting an Optical In-Sensor Accelerator for Efficient Visual Computing.
CoRR
(2023)
Sepehr Tabrizchi
,
Ali Nezhadi
,
Shaahin Angizi
,
Arman Roohi
AppCiP: Energy-Efficient Approximate Convolution-in-Pixel Scheme for Neural Network Acceleration.
IEEE J. Emerg. Sel. Topics Circuits Syst.
13 (1) (2023)
Sepehr Tabrizchi
,
Shaahin Angizi
,
Arman Roohi
Ocellus: Highly Parallel Convolution-in-Pixel Scheme Realizing Power-Delay-Efficient Edge Intelligence.
ISLPED
(2023)
Mehrdad Morsali
,
Ranyang Zhou
,
Sepehr Tabrizchi
,
Arman Roohi
,
Shaahin Angizi
XOR-CiM: An Efficient Computing-in-SOT-MRAM Design for Binary Neural Network Acceleration.
ISQED
(2023)
Mehrdad Morsali
,
Sepehr Tabrizchi
,
Maximilian Liehr
,
Nathaniel C. Cady
,
Mohsen Imani
,
Arman Roohi
,
Shaahin Angizi
Deep Mapper: A Multi-Channel Single-Cycle Near-Sensor DNN Accelerator.
ICRC
(2023)
Shaahin Angizi
,
Mehrdad Morsali
,
Sepehr Tabrizchi
,
Arman Roohi
A Near-Sensor Processing Accelerator for Approximate Local Binary Pattern Networks.
CoRR
(2022)
Shaahin Angizi
,
Sepehr Tabrizchi
,
Arman Roohi
PISA: A Binary-Weight Processing-In-Sensor Accelerator for Edge Image Processing.
CoRR
(2022)
Shaahin Angizi
,
Arman Roohi
Integrated Sensing and Computing using Energy-Efficient Magnetic Synapses.
ISQED
(2022)
Mohammed H. Alali
,
Arman Roohi
,
Jitender S. Deogun
Enabling Efficient Training of Convolutional Neural Networks for Histopathology Images.
ICIAP Workshops (1)
(2022)
Navid Khoshavi
,
Mohammad Maghsoudloo
,
Arman Roohi
,
Saman Sargolzaei
,
Yu Bi
HARDeNN: Hardware-assisted attack-resilient deep neural network architectures.
Microprocess. Microsystems
95 (2022)
Emily Lattanzio
,
Ranyang Zhou
,
Arman Roohi
,
Abdallah Khreishah
,
Durga Misra
,
Shaahin Angizi
Toward a Behavioral-Level End-to-End Framework for Silicon Photonics Accelerators.
IGSC
(2022)
Ranyang Zhou
,
Sepehr Tabrizchi
,
Arman Roohi
,
Shaahin Angizi
LT-PIM: An LUT-Based Processing-in-DRAM Architecture With RowHammer Self-Tracking.
IEEE Comput. Archit. Lett.
21 (2) (2022)
Minhaz Abedin
,
Arman Roohi
,
Nathaniel C. Cady
,
Shaahin Angizi
Work-in-Progress: A Processing-in-Pixel Accelerator based on Multi-level HfOx ReRAM.
CASES
(2022)
Sepehr Tabrizchi
,
Shaahin Angizi
,
Arman Roohi
SCiMA: A Generic Single-Cycle Compute-in-Memory Acceleration Scheme for Matrix Computations.
ISCAS
(2022)
Ranyang Zhou
,
Arman Roohi
,
Durga Misra
,
Shaahin Angizi
ReD-LUT: Reconfigurable In-DRAM LUTs Enabling Massive Parallel Computation.
ICCAD
(2022)
Sepehr Tabrizchi
,
Shaahin Angizi
,
Arman Roohi
Design and Evaluation of a Robust Power-Efficient Ternary SRAM Cell.
MWSCAS
(2022)
Ranyang Zhou
,
Arman Roohi
,
Durga Misra
,
Shaahin Angizi
FlexiDRAM: A Flexible in-DRAM Framework to Enable Parallel General-Purpose Computation.
ISLPED
(2022)
Arman Roohi
,
Shaahin Angizi
,
Pooriya Navaeilavasani
,
MohammadReza Taheri
ReFACE: Efficient Design Methodology for Acceleration of Digital Filter Implementations.
ISQED
(2022)
Ali Nezhadi
,
Shaahin Angizi
,
Arman Roohi
semiMul: Floating-Point Free Implementations for Efficient and Accurate Neural Network Training.
ICMLA
(2022)
Arman Roohi
,
Shaahin Angizi
Efficient Targeted Bit-Flip Attack Against the Local Binary Pattern Network.
HOST
(2022)
Sepehr Tabrizchi
,
Shaahin Angizi
,
Arman Roohi
TizBin: A Low-Power Image Sensor with Event and Object Detection Using Efficient Processing-in-Pixel Schemes.
ICCD
(2022)
Navid Khoshavi
,
Saman Sargolzaei
,
Yu Bi
,
Arman Roohi
Entropy-Based Modeling for Estimating Adversarial Bit-flip Attack Impact on Binarized Neural Network.
ASP-DAC
(2021)
Fereshteh Karimi
,
Reza Faghih Mirzaee
,
Ali Fakeri-Tabrizi
,
Arman Roohi
Ultra-Fast, High-Performance 8x8 Approximate Multipliers by a New Multicolumn 3, 3: 2 Inexact Compressor and its Derivatives.
CoRR
(2021)
Arman Roohi
,
MohammadReza Taheri
,
Shaahin Angizi
,
Deliang Fan
RNSiM: Efficient Deep Neural Network Accelerator Using Residue Number Systems.
ICCAD
(2021)
Shaahin Angizi
,
Arman Roohi
,
MohammadReza Taheri
,
Deliang Fan
Processing-in-Memory Acceleration of MAC-based Applications Using Residue Number System: A Comparative Study.
ACM Great Lakes Symposium on VLSI
(2021)
Arman Roohi
,
Shadi Sheikhfaal
,
Shaahin Angizi
,
Deliang Fan
,
Ronald F. DeMara
ApGAN: Approximate GAN for Robust Low Energy Learning From Imprecise Components.
IEEE Trans. Computers
69 (3) (2020)
Navid Khoshavi
,
Arman Roohi
,
Connor Broyles
,
Saman Sargolzaei
,
Yu Bi
,
David Z. Pan
SHIELDeNN: Online Accelerated Framework for Fault-Tolerant Deep Neural Network Architectures.
DAC
(2020)
Navid Khoshavi
,
Saman Sargolzaei
,
Arman Roohi
,
Connor Broyles
,
Yu Bi
Entropy-Based Modeling for Estimating Soft Errors Impact on Binarized Neural Network Inference.
CoRR
(2020)
Arman Roohi
Normally-off computing design methodology using spintronics: from device to architectures.
IGSC (Workshops)
(2020)
Navid Khoshavi
,
Connor Broyles
,
Yu Bi
,
Arman Roohi
Fiji-FIN: A Fault Injection Framework on Quantized Neural Network Inference Accelerator.
ICMLA
(2020)
Arman Roohi
,
Ronald F. DeMara
IRC: Cross-layer design exploration of Intermittent Robust Computation units for IoTs.
CoRR
(2019)
Arman Roohi
,
Ronald F. DeMara
IRC Cross-Layer Design Exploration of Intermittent Robust Computation Units for IoTs.
ISVLSI
(2019)
Arman Roohi
,
Shaahin Angizi
,
Deliang Fan
,
Ronald F. DeMara
Processing-In-Memory Acceleration of Convolutional Neural Networks for Energy-Effciency, and Power-Intermittency Resilience.
ISQED
(2019)
Arman Roohi
,
Shaahin Angizi
,
Deliang Fan
,
Ronald F. DeMara
Processing-In-Memory Acceleration of Convolutional Neural Networks for Energy-Efficiency, and Power-Intermittency Resilience.
CoRR
(2019)
Arman Roohi
,
Ramtin Zand
,
Shaahin Angizi
,
Ronald F. DeMara
A Parity-Preserving Reversible QCA Gate with Self-Checking Cascadable Resiliency.
IEEE Trans. Emerg. Top. Comput.
6 (4) (2018)
Arman Roohi
,
Ramtin Zand
,
Ronald F. DeMara
Synthesis of normally-off boolean circuits: An evolutionary optimization approach utilizing spintronic devices.
ISQED
(2018)
Arman Roohi
,
Ronald F. DeMara
NV-Clustering: Normally-Off Computing Using Non-Volatile Datapaths.
IEEE Trans. Computers
67 (7) (2018)
Arman Roohi
,
Ramtin Zand
,
Ronald F. DeMara
Logic-Encrypted Synthesis for Energy-Harvesting-Powered Spintronic-Embedded Datapath Design.
ACM Great Lakes Symposium on VLSI
(2018)
Amir Mokhtar Chabi
,
Arman Roohi
,
Hossein Khademolhosseini
,
Shadi Sheikhfaal
,
Shaahin Angizi
,
Keivan Navi
,
Ronald F. DeMara
Towards ultra-efficient QCA reversible circuits.
Microprocess. Microsystems
49 (2017)
Ronald F. DeMara
,
Arman Roohi
,
Ramtin Zand
,
Steven D. Pyle
Heterogeneous Technology Configurable Fabrics for Field-Programmable Co-Design of CMOS and Spin-Based Devices.
ICRC
(2017)
Mohan Krishna Gopi Krishna
,
Arman Roohi
,
Ramtin Zand
,
Ronald F. DeMara
Heterogeneous energy-sparing reconfigurable logic: spin-based storage and CNFET-based multiplexing.
IET Circuits Devices Syst.
11 (3) (2017)
Ramtin Zand
,
Arman Roohi
,
Ronald F. DeMara
Energy-Efficient and Process-Variation-Resilient Write Circuit Schemes for Spin Hall Effect MRAM Device.
IEEE Trans. Very Large Scale Integr. Syst.
25 (9) (2017)
Arman Roohi
,
Ronald F. DeMara
,
Longfei Wang
,
Selçuk Köse
Secure intermittent-robust computation for energy harvesting device security and outage resilience.
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
(2017)
Arman Roohi
,
Ramtin Zand
,
Deliang Fan
,
Ronald F. DeMara
Voltage-Based Concatenatable Full Adder Using Spin Hall Effect Switching.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
36 (12) (2017)
Hesam Shabani
,
Arman Roohi
,
Akram Reza
,
Midia Reshadi
,
Nader Bagherzadeh
,
Ronald F. DeMara
Loss-Aware Switch Design and Non-Blocking Detection Algorithm for Intra-Chip Scale Photonic Interconnection Networks.
IEEE Trans. Computers
65 (6) (2016)
Ramtin Zand
,
Arman Roohi
,
Soheil Salehi
,
Ronald F. DeMara
Scalable Adaptive Spintronic Reconfigurable Logic Using Area-Matched MTJ Design.
IEEE Trans. Circuits Syst. II Express Briefs
(7) (2016)
Arman Roohi
,
Ronald F. DeMara
,
Navid Khoshavi
Design and evaluation of an ultra-area-efficient fault-tolerant QCA full adder.
Microelectron. J.
46 (6) (2015)
Samira Sayedsalehi
,
Arman Roohi
Modeling an Improved Modified Type in Metallic Quantum-Dot Fixed Cell for Nano Structure Implementation.
PDP
(2015)
Rizwan A. Ashraf
,
Ahmad Alzahrani
,
Navid Khoshavi
,
Ramtin Zand
,
Soheil Salehi
,
Arman Roohi
,
Mingjie Lin
,
Ronald F. DeMara
Reactive rejuvenation of CMOS logic paths using self-activating voltage domains.
ISCAS
(2015)
Shaahin Angizi
,
Samira Sayedsalehi
,
Arman Roohi
,
Nader Bagherzadeh
,
Keivan Navi
Design and Verification of New n-Bit Quantum-Dot Synchronous Counters Using Majority Function-Based JK Flip-Flops.
J. Circuits Syst. Comput.
24 (10) (2015)