Syed Shakib Sarwar

Orcid: 0000-0002-0086-1076

According to our database1, Syed Shakib Sarwar authored at least 29 papers between 2013 and 2024.

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Bibliography

2024
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., September, 2024

Siracusa: A 16 nm Heterogenous RISC-V SoC for Extended Reality With At-MRAM Neural Engine.
IEEE J. Solid State Circuits, July, 2024

Estimating Power, Performance, and Area for On-Sensor Deployment of AR/VR Workloads Using an Analytical Framework.
ACM Trans. Design Autom. Electr. Syst., 2024

x-RAGE: eXtended Reality - Action & Gesture Events Dataset.
CoRR, 2024

PETAH: Parameter Efficient Task Adaptation for Hybrid Transformers in a resource-limited Context.
CoRR, 2024

Neural Architecture Search of Hybrid Models for NPU-CIM Heterogeneous AR/VR Devices.
CoRR, 2024

POCA: Post-training Quantization with Temporal Alignment for Codec Avatars.
Proceedings of the Computer Vision - ECCV 2024, 2024

2023
Exploring Memory-Oriented Design Optimization of Edge AI Hardware for Extended Reality Applications.
IEEE Micro, 2023

Siracusa: A Low-Power On-Sensor RISC-V SoC for Extended Reality Visual Processing in 16nm CMOS.
Proceedings of the 49th IEEE European Solid State Circuits Conference, 2023

Fully-Binarized Distance Computation based On-device Few-Shot Learning for XR applications.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
DRESS: Dynamic REal-time Sparse Subnets.
CoRR, 2022

Memory-Oriented Design-Space Exploration of Edge-AI Hardware for XR Applications.
CoRR, 2022

Distributed On-Sensor Compute System for AR/VR Devices: A Semi-Analytical Simulation Framework for Power Estimation.
CoRR, 2022

Power-of-Two Quantization for Low Bitwidth and Hardware Compliant Neural Networks.
CoRR, 2022

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.
Proceedings of the IEEE Custom Integrated Circuits Conference, 2022

2020
Incremental Learning in Deep Convolutional Neural Networks Using Partial Network Sharing.
IEEE Access, 2020

Training Deep Spiking Neural Networks for Energy-Efficient Neuromorphic Computing.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019
Enabling Spike-based Backpropagation in State-of-the-art Deep Neural Network Architectures.
CoRR, 2019

A Comprehensive Analysis on Adversarial Robustness of Spiking Neural Networks.
Proceedings of the International Joint Conference on Neural Networks, 2019

2018
Designing Energy-Efficient Intermittently Powered Systems Using Spin-Hall-Effect-Based Nonvolatile SRAM.
IEEE Trans. Very Large Scale Integr. Syst., 2018

Energy-Efficient Neural Computing with Approximate Multipliers.
ACM J. Emerg. Technol. Comput. Syst., 2018

Energy Efficient Neural Computing: A Study of Cross-Layer Approximations.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2018

2017
Gabor filter assisted energy efficient fast learning Convolutional Neural Networks.
Proceedings of the 2017 IEEE/ACM International Symposium on Low Power Electronics and Design, 2017

2016
Design of power-efficient approximate multipliers for approximate artificial neural networks.
Proceedings of the 35th International Conference on Computer-Aided Design, 2016

Significance driven hybrid 8T-6T SRAM for energy-efficient synaptic storage in artificial neural networks.
Proceedings of the 2016 Design, Automation & Test in Europe Conference & Exhibition, 2016

Multiplier-less Artificial Neurons exploiting error resiliency for energy-efficient neural computing.
Proceedings of the 2016 Design, Automation & Test in Europe Conference & Exhibition, 2016

Invited - Cross-layer approximations for neuromorphic computing: from devices to circuits and systems.
Proceedings of the 53rd Annual Design Automation Conference, 2016

2015
Spin-Torque Sensors for Energy Efficient High Speed Long Interconnects.
CoRR, 2015

2013
Memristor-Based Nonvolatile Random Access Memory: Hybrid Architecture for Low Power Compact Memory Design.
IEEE Access, 2013


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