Shaahin Angizi

ORCID

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 107

Top Venues

CoRR

ACM Great Lakes Symposium on VLSI

ISVLSI

DATE

Publications

Sanggeon Yun, Hanning Chen, Ryozo Masukawa, Hamza Errahmouni Barkam, Andrew Ding, Wenjun Huang, Arghavan Rezvani, Shaahin Angizi, Mohsen Imani
HyperSense: Accelerating Hyper-Dimensional Computing for Intelligent Sensor Data Processing. CoRR (2024)
Mahmoud Nazzal, Deepak Vungarala, Mehrdad Morsali, Chao Zhang, Arnob Ghosh, Abdallah Khreishah, Shaahin Angizi
A Dataset for Large Language Model-Driven AI Accelerator Generation. CoRR (2024)
Deniz Najafi, Sepehr Tabrizchi, Ranyang Zhou, Mohammadreza Amel Solouki, Andrew Marshall, Arman Roohi, Shaahin Angizi
Hybrid Magneto-electric FET-CMOS Integrated Memory Design for Instant-on Computing. ACM Great Lakes Symposium on VLSI (2024)
Sepehr Tabrizchi, Nedasadat Taheri, Shaahin Angizi, Arman Roohi
RACSen: Residue Arithmetic and Chaotic Processing in Sensors to Enhance CMOS Imager Security. ACM Great Lakes Symposium on VLSI (2024)
Sepehr Tabrizchi, Shaahin Angizi, Arman Roohi
DIAC: Design Exploration of Intermittent-Aware Computing Realizing Batteryless Systems. DATE (2024)
Mohammadreza Amel Solouki, Shaahin Angizi, Massimo Violante
Dependability in Embedded Systems: A Survey of Fault Tolerance Methods and Software-Based Mitigation Techniques. CoRR (2024)
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)
Shaahin Angizi, Mehrdad Morsali, Sepehr Tabrizchi, Arman Roohi
A Near-Sensor Processing Accelerator for Approximate Local Binary Pattern Networks. IEEE Trans. Emerg. Top. Comput. 12 (1) (2024)
Mehrdad Morsali, Brendan Reidy, Deniz Najafi, Sepehr Tabrizchi, Mohsen Imani, Mahdi Nikdast, Arman Roohi, Ramtin Zand, Shaahin Angizi
Lightator: An Optical Near-Sensor Accelerator with Compressive Acquisition Enabling Versatile Image Processing. CoRR (2024)
Ranyang Zhou, Sabbir Ahmed, Arman Roohi, Adnan Siraj Rakin, Shaahin Angizi
DRAM-Locker: A General-Purpose DRAM Protection Mechanism Against Adversarial DNN Weight Attacks. DATE (2024)
Ranyang Zhou, Jacqueline T. Liu, Nakul Kochar, Sabbir Ahmed, Adnan Siraj Rakin, Shaahin Angizi
DRAM-Profiler: An Experimental DRAM RowHammer Vulnerability Profiling Mechanism. CoRR (2024)
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. DATE (2024)
Mehrdad Morsali, Mahmoud Nazzal, Abdallah Khreishah, Shaahin Angizi
IMA-GNN: In-Memory Acceleration of Centralized and Decentralized Graph Neural Networks at the Edge. ACM Great Lakes Symposium on VLSI (2023)
Sepehr Tabrizchi, Mehrdad Morsali, Shaahin Angizi, Arman Roohi
NeSe: Near-Sensor Event-Driven Scheme for Low Power Energy Harvesting Sensors. ISCAS (2023)
Shadi Sheikhfaal, Shaahin Angizi, Ronald F. DeMara
Energy-Efficient Recurrent Neural Network With MRAM-Based Probabilistic Activation Functions. IEEE Trans. Emerg. Top. Comput. 11 (2) (2023)
Ranyang Zhou, Sabbir Ahmed, Adnan Siraj Rakin, Shaahin Angizi
DNN-Defender: An in-DRAM Deep Neural Network Defense Mechanism for Adversarial Weight Attack. CoRR (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)
Mehrdad Morsali, Mahmoud Nazzal, Abdallah Khreishah, Shaahin Angizi
IMA-GNN: In-Memory Acceleration of Centralized and Decentralized Graph Neural Networks at the Edge. CoRR (2023)
Ranyang Zhou, Jacqueline Liu, Sabbir Ahmed, Nakul Kochar, Adnan Siraj Rakin, Shaahin Angizi
Threshold Breaker: Can Counter-Based RowHammer Prevention Mechanisms Truly Safeguard DRAM? CoRR (2023)
Mahmoud Nazzal, Abdallah Khreishah, Joyoung Lee, Shaahin Angizi
Semi-decentralized Inference in Heterogeneous Graph Neural Networks for Traffic Demand Forecasting: An Edge-Computing Approach. CoRR (2023)
Fan Zhang, Shaahin Angizi, Jiao Sun, Wei Zhang, Deliang Fan
Aligner-D: Leveraging In-DRAM Computing to Accelerate DNA Short Read Alignment. IEEE J. Emerg. Sel. Topics Circuits Syst. 13 (1) (2023)
Nakul Kochar, Lucas Ekiert, Deniz Najafi, Deliang Fan, Shaahin Angizi
Accelerating Low Bit-width Neural Networks at the Edge, PIM or FPGA: A Comparative Study. ACM Great Lakes Symposium on VLSI (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, Navid Khoshavi, Andrew Marshall, Peter Dowben, Deliang Fan
MeF-RAM: A New Non-Volatile Cache Memory Based on Magneto-Electric FET. ACM Trans. Design Autom. Electr. Syst. 27 (2) (2022)
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)
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)
Amitesh Sridharan, Shaahin Angizi, Sai Kiran Cherupally, Fan Zhang, Jae-Sun Seo, Deliang Fan
A 1.23-GHz 16-kb Programmable and Generic Processing-in-SRAM Accelerator in 65nm. ESSCIRC (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)
Fan Zhang, Shaahin Angizi, Deliang Fan
Max-PIM: Fast and Efficient Max/Min Searching in DRAM. DAC (2021)
Fan Zhang, Shaahin Angizi, Naima Ahmed Fahmi, Wei Zhang, Deliang Fan
PIM-Quantifier: A Processing-in-Memory Platform for mRNA Quantification. DAC (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)
Honglan Jiang, Shaahin Angizi, Deliang Fan, Jie Han, Leibo Liu
Non-Volatile Approximate Arithmetic Circuits Using Scalable Hybrid Spin-CMOS Majority Gates. IEEE Trans. Circuits Syst. I Regul. Pap. 68 (3) (2021)
Shaahin Angizi, Naima Ahmed Fahmi, Wei Zhang, Deliang Fan
PIM-Assembler: A Processing-in-Memory Platform for Genome Assembly. DAC (2020)
Shaahin Angizi, Wei Zhang, Deliang Fan
Exploring DNA Alignment-in-Memory Leveraging Emerging SOT-MRAM. ACM Great Lakes Symposium on VLSI (2020)
Zhezhi He, Li Yang, Shaahin Angizi, Adnan Siraj Rakin, Deliang Fan
Sparse BD-Net: A Multiplication-less DNN with Sparse Binarized Depth-wise Separable Convolution. ACM J. Emerg. Technol. Comput. Syst. 16 (2) (2020)
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)
Li Yang, Shaahin Angizi, Deliang Fan
A Flexible Processing-in-Memory Accelerator for Dynamic Channel-Adaptive Deep Neural Networks. ASP-DAC (2020)
Shaahin Angizi, Naima Ahmed Fahmi, Wei Zhang, Deliang Fan
PANDA: Processing-in-MRAM Accelerated De Bruijn Graph based DNA Assembly. CoRR (2020)
Shaahin Angizi, Jiao Sun, Wei Zhang, Deliang Fan
PIM-Aligner: A Processing-in-MRAM Platform for Biological Sequence Alignment. DATE (2020)
Li Yang, Zhezhi He, Shaahin Angizi, Deliang Fan
Processing-in-Memory Accelerator for Dynamic Neural Network with Run-Time Tuning of Accuracy, Power and Latency. SoCC (2020)
Shaahin Angizi, Zhezhi He, Amro Awad, Deliang Fan
MRIMA: An MRAM-Based In-Memory Accelerator. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (5) (2020)
Shaahin Angizi, Navid Khoshavi, Andrew Marshall, Peter Dowben, Deliang Fan
MERAM: Non-Volatile Cache Memory Based on Magneto-Electric FETs. CoRR (2020)
Dayane Reis, Di Gao, Shaahin Angizi, Xunzhao Yin, Deliang Fan, Michael T. Niemier, Cheng Zhuo, Xiaobo Sharon Hu
Modeling and Benchmarking Computing-in-Memory for Design Space Exploration. ACM Great Lakes Symposium on VLSI (2020)
Shaahin Angizi, Deliang Fan
Accelerating Bulk Bit-Wise X(N)OR Operation in Processing-in-DRAM Platform. CoRR (2019)
Shaahin Angizi, Zhezhi He, Deliang Fan
ParaPIM: a parallel processing-in-memory accelerator for binary-weight deep neural networks. ASP-DAC (2019)
Shaahin Angizi, Jiao Sun, Wei Zhang, Deliang Fan
AlignS: A Processing-In-Memory Accelerator for DNA Short Read Alignment Leveraging SOT-MRAM. DAC (2019)
Shaahin Angizi, Deliang Fan
ReDRAM: A Reconfigurable Processing-in-DRAM Platform for Accelerating Bulk Bit-Wise Operations. ICCAD (2019)
Shaahin Angizi, Deliang Fan
Deep Neural Network Acceleration in Non-Volatile Memory: A Digital Approach. NANOARCH (2019)
Shaahin Angizi, Deliang Fan
GraphiDe: A Graph Processing Accelerator leveraging In-DRAM-Computing. ACM Great Lakes Symposium on VLSI (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)
Shaahin Angizi, Zhezhi He, Dayane Alfenas Reis, Xiaobo Sharon Hu, Wilman Tsai, Shy Jay Lin, Deliang Fan
Accelerating Deep Neural Networks in Processing-in-Memory Platforms: Analog or Digital Approach? ISVLSI (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)
Shaahin Angizi, Jiao Sun, Wei Zhang, Deliang Fan
GraphS: A Graph Processing Accelerator Leveraging SOT-MRAM. DATE (2019)
Shaahin Angizi, Zhezhi He, Nader Bagherzadeh, Deliang Fan
Design and Evaluation of a Spintronic In-Memory Processing Platform for Nonvolatile Data Encryption. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37 (9) (2018)
Shaahin Angizi, Zhezhi He, Yu Bai, Jie Han, Mingjie Lin, Ronald F. DeMara, Deliang Fan
Leveraging Spintronic Devices for Efficient Approximate Logic and Stochastic Neural Networks. ACM Great Lakes Symposium on VLSI (2018)
Shaahin Angizi, Zhezhi He, Farhana Parveen, Deliang Fan
IMCE: Energy-efficient bit-wise in-memory convolution engine for deep neural network. ASP-DAC (2018)
Farhana Parveen, Shaahin Angizi, Deliang Fan
IMFlexCom: Energy Efficient In-Memory Flexible Computing Using Dual-Mode SOT-MRAM. ACM J. Emerg. Technol. Comput. Syst. 14 (3) (2018)
Zhezhi He, Yang Zhang, Shaahin Angizi, Boqing Gong, Deliang Fan
Exploring a SOT-MRAM Based In-Memory Computing for Data Processing. IEEE Trans. Multi Scale Comput. Syst. 4 (4) (2018)
Shaahin Angizi, Zhezhi He, Deliang Fan
DIMA: a depthwise CNN in-memory accelerator. ICCAD (2018)
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)
Adnan Siraj Rakin, Shaahin Angizi, Zhezhi He, Deliang Fan
PIM-TGAN: A Processing-in-Memory Accelerator for Ternary Generative Adversarial Networks. ICCD (2018)
Zhezhi He, Shaahin Angizi, Deliang Fan
Accelerating Low Bit-Width Deep Convolution Neural Network in MRAM. ISVLSI (2018)
Shaahin Angizi, Zhezhi He, Adnan Siraj Rakin, Deliang Fan
CMP-PIM: an energy-efficient comparator-based processing-in-memory neural network accelerator. DAC (2018)
Zhezhi He, Shaahin Angizi, Adnan Siraj Rakin, Deliang Fan
BD-NET: A Multiplication-Less DNN with Binarized Depthwise Separable Convolution. ISVLSI (2018)
Farhana Parveen, Zhezhi He, Shaahin Angizi, Deliang Fan
HielM: Highly flexible in-memory computing using STT MRAM. ASP-DAC (2018)
Shaahin Angizi, Zhezhi He, Deliang Fan
PIMA-logic: a novel processing-in-memory architecture for highly flexible and energy-efficient logic computation. DAC (2018)
Shaahin Angizi, Zhezhi He, Deliang Fan
Energy Efficient In-Memory Computing Platform Based on 4-Terminal Spin Hall Effect-Driven Domain Wall Motion Devices. ACM Great Lakes Symposium on VLSI (2017)
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)
Milad Bagherian Khosroshahy, Mohammad Hossein Moaiyeri, Shaahin Angizi, Nader Bagherzadeh, Keivan Navi
Quantum-dot cellular automata circuits with reduced external fixed inputs. Microprocess. Microsystems 50 (2017)
Zahra Rouhani, Shaahin Angizi, MohammadReza Taheri, Keivan Navi, Nader Bagherzadeh
Towards Approximate Computing with Quantum-Dot Cellular Automata. J. Low Power Electron. 13 (1) (2017)
Deliang Fan, Shaahin Angizi, Zhezhi He
In-Memory Computing with Spintronic Devices. ISVLSI (2017)
Shaahin Angizi, Zhezhi He, Ronald F. DeMara, Deliang Fan
Composite spintronic accuracy-configurable adder for low power Digital Signal Processing. ISQED (2017)
Zhezhi He, Shaahin Angizi, Farhana Parveen, Deliang Fan
High performance and energy-efficient in-memory computing architecture based on SOT-MRAM. NANOARCH (2017)
Zhezhi He, Shaahin Angizi, Deliang Fan
Current Induced Dynamics of Multiple Skyrmions with Domain Wall Pair and Skyrmion-based Majority Gate Design. CoRR (2017)
Farhana Parveen, Zhezhi He, Shaahin Angizi, Deliang Fan
Hybrid Polymorphic Logic Gate with 5-Terminal Magnetic Domain Wall Motion Device. ISVLSI (2017)
Farhana Parveen, Shaahin Angizi, Zhezhi He, Deliang Fan
Hybrid polymorphic logic gate using 6 terminal magnetic domain wall motion device. ISCAS (2017)
Zhezhi He, Shaahin Angizi, Farhana Parveen, Deliang Fan
Leveraging Dual-Mode Magnetic Crossbar for Ultra-low Energy In-memory Data Encryption. ACM Great Lakes Symposium on VLSI (2017)
Shaahin Angizi, Deliang Fan
IMC: energy-efficient in-memory convolver for accelerating binarized deep neural network. NCS (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Shaahin Angizi