Mehrdad Morsali

32 papers A* 1A 3C 2Journal 17Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Opto-Aligner: Optical Near-Sensor Architecture for Accelerating DNA Pre-Alignment Filtering.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Deniz Najafi, Hamza Errahmouni Barkam, Zahra Ghanaatian, Mehrdad Morsali, Hanning Chen, Tamoghno Das, Arman Roohi, Pietro Mercati, Mahdi Nikdast, Mohsen Imani, Shaahin Angizi
2025 J jnl
APRIS: Approximate Processing ReRAM In-Sensor Architecture Enabling Artificial-Intelligence-Powered Edge.
IEEE Trans. Emerg. Top. Comput.
Sepehr Tabrizchi, Rebati Raman Gaire, Mehrdad Morsali, Maximilian Liehr, Nathaniel C. Cady, Shaahin Angizi, Arman Roohi
2025 — conf
Dyna-Optics: Architecting a Channel-Adaptive DNN Near-Sensor Optical Accelerator for Dynamic Inference.
COINS
Deniz Najafi, Wanhao Yu, Mehrdad Morsali, Pietro Mercati, Mohsen Imani, Mahdi Nikdast, Li Yang, Shaahin Angizi
2025 — conf
Event-Driven Spatiotemporal Processing-In-Sensor with Phase Change Memory-based Optical Acceleration.
ACM Great Lakes Symposium on VLSI
Mehrdad Morsali, Deniz Najafi, Amin Shafiee, Sepehr Tabrizchi, Pietro Mercati, Mohsen Imani, Arman Roohi, Navid Khoshavi, Mahdi Nikdast, Shaahin Angizi
2025 — conf
From Pixels to Reasoning: A Cross-Layer Photonic Design for Edge Visual Intelligence.
ISVLSI
Deniz Najafi, Mehrdad Morsali, Hamza Errahmouni Barkam, Brendan Reidy, Sepehr Tabrizchi, Arman Roohi, Mahdi Nikdast, Ramtin Zand, Mohsen Imani, Shaahin Angizi
2025 J jnl
Neuro-Photonix: Enabling Near-Sensor Neuro-Symbolic AI Computing on Silicon Photonics Substrate.
IEEE Trans. Circuits Syst. Artif. Intell.
Deniz Najafi, Hamza Errahmouni Barkam, Mehrdad Morsali, Sungheon Jeong, Tamoghno Das, Arman Roohi, Mahdi Nikdast, Mohsen Imani, Shaahin Angizi
2025 A conf
Opto-ViT: Architecting a Near-Sensor Region of Interest-Aware Vision Transformer Accelerator with Silicon Photonics.
ICCAD
Mehrdad Morsali, Chengwei Zhou, Deniz Najafi, Sreetama Sarkar, Pietro Mercati, Navid Khoshavi, Peter A. Beerel, Mahdi Nikdast, Gourav Datta, Shaahin Angizi
2025 J jnl
Opto-ViT: Architecting a Near-Sensor Region of Interest-Aware Vision Transformer Accelerator with Silicon Photonics.
CoRR
Mehrdad Morsali, Chengwei Zhou, Deniz Najafi, Sreetama Sarkar, Pietro Mercati, Navid Khoshavi, Peter A. Beerel, Mahdi Nikdast, Gourav Datta, Shaahin Angizi
2025 J jnl
PINSim: A Processing In- and Near-Sensor Simulator to Model Intelligent Vision Sensors.
IEEE Comput. Archit. Lett.
Sepehr Tabrizchi, Mehrdad Morsali, David Z. Pan, Shaahin Angizi, Arman Roohi
2025 — conf
PixelPrune: Optimizing AIoT Vision Systems via In-Sensor Segmentation and Adaptive Data Transfer.
ACM Great Lakes Symposium on VLSI
Mohammadreza Mohammadi, Mehrdad Morsali, Sepehr Tabrizchi, Brendan Reidy, Arman Roohi, Shaahin Angizi, Ramtin Zand
2025 C conf
SA-DS: A Dataset for Large Language Model-Driven AI Accelerator Design Generation.
ISCAS
Deepak Vungarala, Mahmoud Nazzal, Mehrdad Morsali, Chao Zhang, Arnob Ghosh, Abdallah Khreishah, Shaahin Angizi
2024 J jnl
A Dataset for Large Language Model-Driven AI Accelerator Generation.
CoRR
Mahmoud Nazzal, Deepak Vungarala, Mehrdad Morsali, Chao Zhang, Arnob Ghosh, Abdallah Khreishah, Shaahin Angizi
2024 J jnl
A Near-Sensor Processing Accelerator for Approximate Local Binary Pattern Networks.
IEEE Trans. Emerg. Top. Comput.
Shaahin Angizi, Mehrdad Morsali, Sepehr Tabrizchi, Arman Roohi
2024 — conf
Energy-Efficient Near-Sensor Event Detector Based on Multilevel Ga2O3 RRAM.
ISVLSI
Mehrdad Morsali, Sepehr Tabrizchi, Ravi Teja Velpula, Mano Bala Sankar Muthu, Hieu Pham Trung Nguyen, Mohsen Imani, Arman Roohi, Shaahin Angizi
2024 A* conf
Lightator: An Optical Near-Sensor Accelerator with Compressive Acquisition Enabling Versatile Image Processing.
DAC
Mehrdad Morsali, Brendan Reidy, Deniz Najafi, Sepehr Tabrizchi, Mohsen Imani, Mahdi Nikdast, Arman Roohi, Ramtin Zand, Shaahin Angizi
2024 J jnl
Lightator: An Optical Near-Sensor Accelerator with Compressive Acquisition Enabling Versatile Image Processing.
CoRR
Mehrdad Morsali, Brendan Reidy, Deniz Najafi, Sepehr Tabrizchi, Mohsen Imani, Mahdi Nikdast, Arman Roohi, Ramtin Zand, Shaahin Angizi
2024 J jnl
Neuro-Photonix: Enabling Near-Sensor Neuro-Symbolic AI Computing on Silicon Photonics Substrate.
CoRR
Deniz Najafi, Hamza Errahmouni Barkam, Mehrdad Morsali, Sungheon Jeong, Tamoghno Das, Arman Roohi, Mahdi Nikdast, Mohsen Imani, Shaahin Angizi
2024 A conf
OISA: Architecting an Optical In-Sensor Accelerator for Efficient Visual Computing.
DATE
Mehrdad Morsali, Sepehr Tabrizchi, Deniz Najafi, Mohsen Imani, Mahdi Nikdast, Arman Roohi, Shaahin Angizi
2024 J jnl
PiPSim: A Behavior-Level Modeling Tool for CNN Processing-in-Pixel Accelerators.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Arman Roohi, Sepehr Tabrizchi, Mehrdad Morsali, David Z. Pan, Shaahin Angizi
2023 — conf
Comparative Study of Low Bit-width DNN Accelerators: Opportunities and Challenges.
MWSCAS
Deepak Vungarala, Mehrdad Morsali, Sepehr Tabrizchi, Arman Roohi, Shaahin Angizi
2023 — conf
Deep Mapper: A Multi-Channel Single-Cycle Near-Sensor DNN Accelerator.
ICRC
Mehrdad Morsali, Sepehr Tabrizchi, Maximilian Liehr, Nathaniel C. Cady, Mohsen Imani, Arman Roohi, Shaahin Angizi
2023 J jnl
Enabling Normally-off In-Situ Computing with a Magneto-Electric FET-based SRAM Design.
CoRR
Deniz Najafi, Mehrdad Morsali, Ranyang Zhou, Arman Roohi, Andrew Marshall, Durga Misra, Shaahin Angizi
2023 — conf
IMA-GNN: In-Memory Acceleration of Centralized and Decentralized Graph Neural Networks at the Edge.
ACM Great Lakes Symposium on VLSI
Mehrdad Morsali, Mahmoud Nazzal, Abdallah Khreishah, Shaahin Angizi
2023 J jnl
IMA-GNN: In-Memory Acceleration of Centralized and Decentralized Graph Neural Networks at the Edge.
CoRR
Mehrdad Morsali, Mahmoud Nazzal, Abdallah Khreishah, Shaahin Angizi
2023 C conf
NeSe: Near-Sensor Event-Driven Scheme for Low Power Energy Harvesting Sensors.
ISCAS
Sepehr Tabrizchi, Mehrdad Morsali, Shaahin Angizi, Arman Roohi
2023 J jnl
OISA: Architecting an Optical In-Sensor Accelerator for Efficient Visual Computing.
CoRR
Mehrdad Morsali, Sepehr Tabrizchi, Deniz Najafi, Mohsen Imani, Mahdi Nikdast, Arman Roohi, Shaahin Angizi
2023 A conf
P-PIM: A Parallel Processing-in-DRAM Framework Enabling Row Hammer Protection.
DATE
Ranyang Zhou, Sepehr Tabrizchi, Mehrdad Morsali, Arman Roohi, Shaahin Angizi
2023 — conf
XOR-CiM: An Efficient Computing-in-SOT-MRAM Design for Binary Neural Network Acceleration.
ISQED
Mehrdad Morsali, Ranyang Zhou, Sepehr Tabrizchi, Arman Roohi, Shaahin Angizi
2022 J jnl
A Near-Sensor Processing Accelerator for Approximate Local Binary Pattern Networks.
CoRR
Shaahin Angizi, Mehrdad Morsali, Sepehr Tabrizchi, Arman Roohi
2022 J jnl
A process variation resilient spintronic true random number generator for highly reliable hardware security applications.
Microelectron. J.
Mehrdad Morsali, Mohammad Hossein Moaiyeri, Ramin Rajaei
2021 J jnl
Ultra-High-Performance Magnetic Nonvolatile Level Converter Flip-Flop with Spin-Hall Assistance for Dual-Supply Systems with Power Gating Architecture.
Circuits Syst. Signal Process.
Mehrdad Morsali, Mohammad Hossein Moaiyeri
2020 J jnl
NVLCFF: An Energy-Efficient Magnetic Nonvolatile Level Converter Flip-Flop for Ultra-Low-Power Design.
Circuits Syst. Signal Process.
Mehrdad Morsali, Mohammad Hossein Moaiyeri