Syed Shakib Sarwar

40 papers A* 1A 4B 1C 1Misc 1Journal 25Unranked 7
YearRankTypeTitle / Venue / Authors
2025 C conf
Exploring MRAM for On-Chip Texture Storage in Rendering Applications.
VLSI-SoC
Nicolás Villegas, Stefano Romanini, Moritz Scherer, Warren Hunt, Syed Shakib Sarwar, Barbara De Salvo, Chiao Liu, Francesco Conti, Davide Rossi, Luca Benini, Jorge Gomez
2025 — conf
H4H: Hybrid Convolution-Transformer Architecture Search for NPU-CIM Heterogeneous Systems for AR/VR Applications (Abstract).
HOPC@SPAA
Yiwei Zhao, Jinhui Chen, Sai Qian Zhang, Syed Shakib Sarwar, Kleber Hugo Stangherlin, Jorge Tomás Gómez, Jae-sun Seo, Barbara De Salvo, Chiao Liu, Phillip B. Gibbons, Ziyun Li
2025 — conf
H4H: Hybrid Convolution-Transformer Architecture Search for NPU-CIM Heterogeneous Systems for AR/VR Applications.
ASP-DAC
Yiwei Zhao, Jinhui Chen, Sai Qian Zhang, Syed Shakib Sarwar, Kleber Hugo Stangherlin, Jorge Tomás Gómez, Jae-sun Seo, Barbara De Salvo, Chiao Liu, Phillip B. Gibbons, Ziyun Li
2025 — conf
PETAH: Parameter Efficient Task Adaptation for Hybrid Transformers.
CVPR Workshops
Maximilian Augustin, Syed Shakib Sarwar, Mostafa Elhoushi, Yuecheng Li, Sai Qian Zhang, Barbara De Salvo
2025 J jnl
Re-CATA: Real-Time and Flexible Accelerator Design Framework for On-Device Codec Avatars.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Yongan Zhang, Yuecheng Li, Syed Shakib Sarwar, Huseyin Ekin Sumbul, Yonggan Fu, Haoran You, Cheng Wan, Yingyan Lin
2024 J jnl
Estimating Power, Performance, and Area for On-Sensor Deployment of AR/VR Workloads Using an Analytical Framework.
ACM Trans. Design Autom. Electr. Syst.
Xiaoyu Sun, Xiaochen Peng, Sai Qian Zhang, Jorge Gomez, Win-San Khwa, Syed Shakib Sarwar, Ziyun Li, Weidong Cao, Zhao Wang, Chiao Liu, Meng-Fan Chang, Barbara De Salvo, Kerem Akarvardar, H.-S. Philip Wong
2024 J jnl
Neural Architecture Search of Hybrid Models for NPU-CIM Heterogeneous AR/VR Devices.
CoRR
Yiwei Zhao, Ziyun Li, Win-San Khwa, Xiaoyu Sun, Sai Qian Zhang, Syed Shakib Sarwar, Kleber Hugo Stangherlin, Yi-Lun Lu, Jorge Tomás Gómez, Jae-sun Seo, Phillip B. Gibbons, Barbara De Salvo, Chiao Liu
2024 J jnl
PETAH: Parameter Efficient Task Adaptation for Hybrid Transformers in a resource-limited Context.
CoRR
Maximilian Augustin, Syed Shakib Sarwar, Mostafa Elhoushi, Sai Qian Zhang, Yuecheng Li, Barbara De Salvo
2024 — conf
POCA: Post-training Quantization with Temporal Alignment for Codec Avatars.
ECCV (40)
Jian Meng, Yuecheng Li, Chenghui Li, Syed Shakib Sarwar, Dilin Wang, Jae-sun Seo
2024 J jnl
Siracusa: A 16 nm Heterogenous RISC-V SoC for Extended Reality With At-MRAM Neural Engine.
IEEE J. Solid State Circuits
Arpan Suravi Prasad, Moritz Scherer, Francesco Conti, Davide Rossi, Alfio Di Mauro, Manuel Eggimann, Jorge Tomás Gómez, Ziyun Li, Syed Shakib Sarwar, Zhao Wang, Barbara De Salvo, Luca Benini
2024 J jnl
Thermally Constrained Codesign of Heterogeneous 3-D Integration of Compute-in-Memory, Digital ML Accelerator, and RISC-V Cores for Mixed ML and Non-ML Workloads.
IEEE Trans. Very Large Scale Integr. Syst.
Yuan-Chun Luo, Anni Lu, Janak Sharda, Moritz Scherer, Jorge Tomás Gómez, Syed Shakib Sarwar, Ziyun Li, Reid Frederick Pinkham, Barbara De Salvo, Shimeng Yu
2024 J jnl
x-RAGE: eXtended Reality - Action & Gesture Events Dataset.
CoRR
Vivek Parmar, Dwijay Bane, Syed Shakib Sarwar, Kleber Stangherlin, Barbara De Salvo, Manan Suri
2023 J jnl
Exploring Memory-Oriented Design Optimization of Edge AI Hardware for Extended Reality Applications.
IEEE Micro
Vivek Parmar, Syed Shakib Sarwar, Ziyun Li, Hsien-Hsin S. Lee, Barbara De Salvo, Manan Suri
2023 — conf
Fully-Binarized Distance Computation based On-device Few-Shot Learning for XR applications.
CVPR Workshops
Vivek Parmar, Sandeep Kaur Kingra, Syed Shakib Sarwar, Ziyun Li, Barbara De Salvo, Manan Suri
2023 J jnl
Siracusa: A 16 nm Heterogenous RISC-V SoC for Extended Reality with At-MRAM Neural Engine.
CoRR
Arpan Suravi Prasad, Moritz Scherer, Francesco Conti, Davide Rossi, Alfio Di Mauro, Manuel Eggimann, Jorge Tomás Gómez, Ziyun Li, Syed Shakib Sarwar, Zhao Wang, Barbara De Salvo, Luca Benini
2023 — conf
Siracusa: A Low-Power On-Sensor RISC-V SoC for Extended Reality Visual Processing in 16nm CMOS.
ESSCIRC
Moritz Scherer, Manuel Eggimann, Alfio Di Mauro, Arpan Suravi Prasad, Francesco Conti, Davide Rossi, Jorge Tomás Gómez, Ziyun Li, Syed Shakib Sarwar, Zhao Wang, Barbara De Salvo, Luca Benini
2022 J jnl
DRESS: Dynamic REal-time Sparse Subnets.
CoRR
Zhongnan Qu, Syed Shakib Sarwar, Xin Dong, Yuecheng Li, Huseyin Ekin Sumbul, Barbara De Salvo
2022 J jnl
Distributed On-Sensor Compute System for AR/VR Devices: A Semi-Analytical Simulation Framework for Power Estimation.
CoRR
Jorge Gomez, Saavan Patel, Syed Shakib Sarwar, Ziyun Li, Raffaele Capoccia, Zhao Wang, Reid Pinkham, Andrew Berkovich, Tsung-Hsun Tsai, Barbara De Salvo, Chiao Liu
2022 J jnl
Memory-Oriented Design-Space Exploration of Edge-AI Hardware for XR Applications.
CoRR
Vivek Parmar, Syed Shakib Sarwar, Ziyun Li, Hsien-Hsin S. Lee, Barbara De Salvo, Manan Suri
2022 J jnl
Power-of-Two Quantization for Low Bitwidth and Hardware Compliant Neural Networks.
CoRR
Dominika Przewlocka-Rus, Syed Shakib Sarwar, Huseyin Ekin Sumbul, Yuecheng Li, Barbara De Salvo
2022 — conf
System-Level Design and Integration of a Prototype AR/VR Hardware Featuring a Custom Low-Power DNN Accelerator Chip in 7nm Technology for Codec Avatars.
CICC
Huseyin Ekin Sumbul, Tony F. Wu, Yuecheng Li, Syed Shakib Sarwar, William Koven, Eli Murphy-Trotzky, Xingxing Cai, Elnaz Ansari, Daniel H. Morris, Huichu Liu, Doyun Kim, Edith Beigné
2020 J jnl
Incremental Learning in Deep Convolutional Neural Networks Using Partial Network Sharing.
IEEE Access
Syed Shakib Sarwar, Aayush Ankit, Kaushik Roy
2020 Misc conf
Training Deep Spiking Neural Networks for Energy-Efficient Neuromorphic Computing.
ICASSP
Gopalakrishnan Srinivasan, Chankyu Lee, Abhronil Sengupta, Priyadarshini Panda, Syed Shakib Sarwar, Kaushik Roy
2019 B conf
A Comprehensive Analysis on Adversarial Robustness of Spiking Neural Networks.
IJCNN
Saima Sharmin, Priyadarshini Panda, Syed Shakib Sarwar, Chankyu Lee, Wachirawit Ponghiran, Kaushik Roy
2019 J jnl
A Comprehensive Analysis on Adversarial Robustness of Spiking Neural Networks.
CoRR
Saima Sharmin, Priyadarshini Panda, Syed Shakib Sarwar, Chankyu Lee, Wachirawit Ponghiran, Kaushik Roy
2019 J jnl
Enabling Spike-based Backpropagation in State-of-the-art Deep Neural Network Architectures.
CoRR
Chankyu Lee, Syed Shakib Sarwar, Kaushik Roy
2018 J jnl
Designing Energy-Efficient Intermittently Powered Systems Using Spin-Hall-Effect-Based Nonvolatile SRAM.
IEEE Trans. Very Large Scale Integr. Syst.
Arnab Raha, Akhilesh Jaiswal, Syed Shakib Sarwar, Hrishikesh Jayakumar, Vijay Raghunathan, Kaushik Roy
2018 J jnl
Energy Efficient Neural Computing: A Study of Cross-Layer Approximations.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Syed Shakib Sarwar, Gopalakrishnan Srinivasan, Bing Han, Parami Wijesinghe, Akhilesh Jaiswal, Priyadarshini Panda, Anand Raghunathan, Kaushik Roy
2018 J jnl
Energy-Efficient Neural Computing with Approximate Multipliers.
ACM J. Emerg. Technol. Comput. Syst.
Syed Shakib Sarwar, Swagath Venkataramani, Aayush Ankit, Anand Raghunathan, Kaushik Roy
2017 J jnl
Gabor Filter Assisted Energy Efficient Fast Learning Convolutional Neural Networks.
CoRR
Syed Shakib Sarwar, Priyadarshini Panda, Kaushik Roy
2017 A conf
Gabor filter assisted energy efficient fast learning Convolutional Neural Networks.
ISLPED
Syed Shakib Sarwar, Priyadarshini Panda, Kaushik Roy
2017 J jnl
Incremental Learning in Deep Convolutional Neural Networks Using Partial Network Sharing.
CoRR
Syed Shakib Sarwar, Aayush Ankit, Kaushik Roy
2016 A conf
Design of power-efficient approximate multipliers for approximate artificial neural networks.
ICCAD
Vojtech Mrazek, Syed Shakib Sarwar, Lukás Sekanina, Zdenek Vasícek, Kaushik Roy
2016 A* conf
Invited - Cross-layer approximations for neuromorphic computing: from devices to circuits and systems.
DAC
Priyadarshini Panda, Abhronil Sengupta, Syed Shakib Sarwar, Gopalakrishnan Srinivasan, Swagath Venkataramani, Anand Raghunathan, Kaushik Roy
2016 J jnl
Multiplier-less Artificial Neurons Exploiting Error Resiliency for Energy-Efficient Neural Computing.
CoRR
Syed Shakib Sarwar, Swagath Venkataramani, Anand Raghunathan, Kaushik Roy
2016 A conf
Multiplier-less Artificial Neurons exploiting error resiliency for energy-efficient neural computing.
DATE
Syed Shakib Sarwar, Swagath Venkataramani, Anand Raghunathan, Kaushik Roy
2016 J jnl
Significance Driven Hybrid 8T-6T SRAM for Energy-Efficient Synaptic Storage in Artificial Neural Networks.
CoRR
Gopalakrishnan Srinivasan, Parami Wijesinghe, Syed Shakib Sarwar, Akhilesh Jaiswal, Kaushik Roy
2016 A conf
Significance driven hybrid 8T-6T SRAM for energy-efficient synaptic storage in artificial neural networks.
DATE
Gopalakrishnan Srinivasan, Parami Wijesinghe, Syed Shakib Sarwar, Akhilesh Jaiswal, Kaushik Roy
2015 J jnl
Spin-Torque Sensors for Energy Efficient High Speed Long Interconnects.
CoRR
Zubair Al Azim, Abhronil Sengupta, Syed Shakib Sarwar, Kaushik Roy
2013 J jnl
Memristor-Based Nonvolatile Random Access Memory: Hybrid Architecture for Low Power Compact Memory Design.
IEEE Access
Syed Shakib Sarwar, Syed an Nazmus Saqueb, Farhan Quaiyum, A. B. M. Harun-ur Rashid