Hamed Tabkhi

发表

Conceptual Abstraction Levels (CALs) for managing design complexity of market-oriented MPSoCs

Gunar Schirner, Hamed Tabkhi, Robert Bushey, 2015, Microprocess. Microsystems.

Guiding power/quality exploration for communication-intense stream processing

Gunar Schirner, Hamed Tabkhi, Majid Sabbagh, 2016, 2016 International Great Lakes Symposium on VLSI (GLSVLSI).

OpenCL-based optimizations for acceleration of object tracking on FPGAs and GPUs

David Kaeli, Gunar Schirner, Hamed Tabkhi, 2016 .

Algorithm and architecture co-design of Mixture of Gaussian (MoG) background subtraction for embedded vision

Gunar Schirner, Hamed Tabkhi, Robert Bushey, 2013, 2013 Asilomar Conference on Signals, Systems and Computers.

Key-Track: A Lightweight Scalable LSTM-based Pedestrian Tracker for Surveillance Systems

Hamed Tabkhi, Pratik Kulkarni, Shrey Mohan, 2019, ICIAR.

Locality aware memory assignment and tiling

Hamed Tabkhi, Samuel Rogers, 2018, DAC.

Real-Time Deep Learning at the Edge for Scalable Reliability Modeling of Si-MOSFET Power Electronics Converters

Babak Parkhideh, Mehrdad Biglarbegian, Hamed Tabkhi, 2019, IEEE Internet of Things Journal.

ARRA: Application-guided reliability-enhanced registerfile architecture for embedded processors

Gunar Schirner, Hamed Tabkhi, 2012, 2012 IEEE/IFIP 20th International Conference on VLSI and System-on-Chip (VLSI-SoC).

Locality Aware Memory Assignment and Tiling

Hamed Tabkhi, Samuel Rogers, 2018, 2018 55th ACM/ESDA/IEEE Design Automation Conference (DAC).

Exploring the Efficiency of OpenCL Pipe for Hiding Memory Latency on Cloud FPGAs

Hamed Tabkhi, Arnab A Purkayastha, Sai Raghavendran, 2019, 2019 IEEE High Performance Extreme Computing Conference (HPEC).

Scalable LLVM-Based Accelerator Modeling in gem5

Hamed Tabkhi, Samuel Rogers, Joshua Slycord, 2019, IEEE Computer Architecture Letters.

Mez: A Messaging System for Latency-Sensitive Multi-Camera Machine Vision at the IoT Edge pdf

Arun Ravindran, Hamed Tabkhi, Anjus George, 2020, ArXiv.

DS-DSE: Domain-specific design space exploration for streaming applications

Gunar Schirner, Hamed Tabkhi, Jinghan Zhang, 2018, 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE).

Function-Level Processor (FLP): Raising efficiency by operating at function granularity for market-oriented MPSoC

Gunar Schirner, Hamed Tabkhi, Robert Bushey, 2014, 2014 IEEE 25th International Conference on Application-Specific Systems, Architectures and Processors.

REVAMP2T: Real-Time Edge Video Analytics for Multicamera Privacy-Aware Pedestrian Tracking

Hamed Tabkhi, Shrey Mohan, Christopher Neff, 2019, IEEE Internet of Things Journal.

An Efficient Method to Reliable Data Transmission in Network-on-Chips

Ahmad Patooghy, Seyed Ghassem Miremadi, Hamed Tabkhi, 2010, 2010 13th Euromicro Conference on Digital System Design: Architectures, Methods and Tools.

Flexible function-level acceleration of embedded vision applications using the Pipelined Vision Processor

Gunar Schirner, Hamed Tabkhi, Robert Bushey, 2013, 2013 Asilomar Conference on Signals, Systems and Computers.

A Reconfigurable Streaming Processor for Real-Time Low-Power Execution of Convolutional Neural Networks at the Edge

Hamed Tabkhi, Pratik Kulkarni, Nasim Soltani, 2018, EDGE.

Power-efficient real-time solution for adaptive vision algorithms

Gunar Schirner, Hamed Tabkhi, Majid Sabbagh, 2015, IET Comput. Digit. Tech..

Function-Level Processor (FLP): A Novel Processor Class for Efficient Processing of Streaming Applications

Gunar Schirner, Hamed Tabkhi, Robert Bushey, 2015, Journal of Signal Processing Systems.

Application-specific power-efficient approach for reducing register file vulnerability

Gunar Schirner, Hamed Tabkhi, 2012, 2012 Design, Automation & Test in Europe Conference & Exhibition (DATE).

LLVM-based automation of memory decoupling for OpenCL applications on FPGAs

Hamed Tabkhi, Samuel Rogers, Arnab A. Purkayastha, 2020, Microprocess. Microsystems.

Application-Guided Power Gating Reducing Register File Static Power

Gunar Schirner, Hamed Tabkhi, G. Schirner, 2014, IEEE Transactions on Very Large Scale Integration (VLSI) Systems.

Improving scalability of CMPs with dense ACCs coverage

Gunar Schirner, Hamed Tabkhi, Nasibeh Teimouri, 2016, 2016 Design, Automation & Test in Europe Conference & Exhibition (DATE).

A Novel Application/Infrastructure Co-design Approach for Real-time Edge Video Analytics

Arun Ravindran, Hamed Tabkhi, Sam Rogers, 2019, 2019 SoutheastCon.

CARPe Posterum: A Convolutional Approach for Real-time Pedestrian Path Prediction pdf

Hamed Tabkhi, Mat'ias Mendieta, Mat'ias Mendieta, 2020, AAAI.

A Hardware/Software Co-Design Approach for Real-Time Object Detection and Tracking on Embedded Devices

Hamed Tabkhi, Nirali Patel, Samuel Rogers, 2018, SoutheastCon 2018.

RMAP: A Reliability-Aware Application Mapping for Network-on-Chips

Ahmad Patooghy, Seyed Ghassem Miremadi, Hamed Tabkhi, 2010, 2010 Third International Conference on Dependability.

Taxonomy of Spatial Parallelism on FPGAs for Massively Parallel Applications

Hamed Tabkhi, Arnab A. Purkayastha, Suhas Ashok Shiddhibhavi, 2018, 2018 31st IEEE International System-on-Chip Conference (SOCC).

A Novel 1D-Convolution Accelerator for Low-Power Real-time CNN processing on the Edge

Hamed Tabkhi, Nasim Soltani, Justin Sanchez, 2018, 2018 IEEE High Performance extreme Computing Conference (HPEC).

Toward end-to-end object detection and tracking on the edge

Hamed Tabkhi, 2017, SEC.

Hardware thread reordering to boost OpenCL throughput on FPGAs

David R. Kaeli, Gunar Schirner, Hamed Tabkhi, 2016, 2016 IEEE 34th International Conference on Computer Design (ICCD).

Low-Power Drone-Mountable Real-Time Artificial Intelligence Framework for Road Asset Classification

Hamed Tabkhi, Shrey Mohan, Adrian Burde, 2020, Transportation Research Record: Journal of the Transportation Research Board.

DeepDive: An Integrative Algorithm/Architecture Co-Design for Deep Separable Convolutional Neural Networks pdf

Hamed Tabkhi, Mohammadreza Baharani, Ushma Sunil, 2020, ArXiv.

Alleviating Scalability Limitation of Accelerator-Based Platforms

Gunar Schirner, Hamed Tabkhi, Nasibeh Teimouri, 2019, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

A GPU-Based Algorithm-Specific Optimization for High-Performance Background Subtraction

Gunar Schirner, Hamed Tabkhi, Chulian Zhang, 2014, 2014 43rd International Conference on Parallel Processing.

Mitigating Application Diversity for Allocating a Unified ACC-Rich Platform

Gunar Schirner, Hamed Tabkhi, Jinghan Zhang, 2019, 2019 IEEE 37th International Conference on Computer Design (ICCD).

Studying Inter-Warp Divergence Aware Execution on GPUs

Gunar Schirner, Hamed Tabkhi, Chulian Zhang, 2016, IEEE Computer Architecture Letters.

Bridging Architecture and Programming for Throughput-Oriented Vision Processing (Abstract Only)

David R. Kaeli, Gunar Schirner, Hamed Tabkhi, 2015, FPGA.

Exploring the Efficiency of the OpenCL Pipe Semantic on an FPGA

David R. Kaeli, Gunar Schirner, Yash Ukidave, 2016, SIGARCH Comput. Archit. News.

AFReP: Application-guided Function-level Registerfile power-gating for embedded processors

Gunar Schirner, Hamed Tabkhi, 2012, 2012 IEEE/ACM International Conference on Computer-Aided Design (ICCAD).

A reliable and power efficient flow-control method to eliminate crosstalk faults in network-on-chips

Ahmad Patooghy, Seyed Ghassem Miremadi, Hamed Tabkhi, 2011, Microprocess. Microsystems.

EfficientHRNet: Efficient Scaling for Lightweight High-Resolution Multi-Person Pose Estimation pdf

Hamed Tabkhi, Christopher Neff, Steven Furgurson, 2020, ArXiv.

A Joint SW/HW Approach for Reducing Register File Vulnerability

Gunar Schirner, Hamed Tabkhi, 2015, TACO.

Allocating One Common ACC-Rich Platform for Many Streaming Applications

Gunar Schirner, Hamed Tabkhi, Jinghan Zhang, 2020, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

An Asymmetric Checkpointing and Rollback Error Recovery Scheme for Embedded Processors

Seyed Ghassem Miremadi, Alireza Ejlali, Hamed Tabkhi, 2008, 2008 IEEE International Symposium on Defect and Fault Tolerance of VLSI Systems.

Revisiting accelerator-rich CMPs: Challenges and solutions

Gunar Schirner, Hamed Tabkhi, Nasibeh Teimouri, 2015, 2015 52nd ACM/EDAC/IEEE Design Automation Conference (DAC).

Taming the Memory Demand Complexity of Adaptive Vision Algorithms

Gunar Schirner, Hamed Tabkhi, Majid Sabbagh, 2015, IESS.

Real-Time Person Re-identification at the Edge: A Mixed Precision Approach

Hamed Tabkhi, Shrey Mohan, Mohammadreza Baharani, 2019, ICIAR.

A Power-Efficient FPGA-Based Mixture-of-Gaussian (MoG) Background Subtraction for Full-HD Resolution

Gunar Schirner, Hamed Tabkhi, Majid Sabbagh, 2014, 2014 IEEE 22nd Annual International Symposium on Field-Programmable Custom Computing Machines.

ATCN: Agile Temporal Convolutional Networks for Processing of Time Series on Edge pdf

Babak Parkhideh, Hamed Tabkhi, Mohammadreza Baharani, 2020, ArXiv.

Measuring Compute-Reuse Opportunities for Video Processing Acceleration

Hamed Tabkhi, Matias Mendieta, Andrew Willis, 2019, 2019 SoutheastCon.

A Power-Efficient FPGA-Based Mixture-of-Gaussian (MoG) Background Subtraction for Full-HD Resolution

Gunar Schirner, Hamed Tabkhi, Majid Sabbagh, 2013, FCCM 2013.

AWARE-CNN: Automated Workflow for Application-Aware Real-Time Edge Acceleration of CNNs

Hamed Tabkhi, Justin Sanchez, Christopher Neff, 2020, IEEE Internet of Things Journal.

gem5-SALAM: A System Architecture for LLVM-based Accelerator Modeling

Hamed Tabkhi, Samuel Rogers, Joshua Slycord, 2020, 2020 53rd Annual IEEE/ACM International Symposium on Microarchitecture (MICRO).

Scalable Reliability Monitoring of GaN Power Converter Through Recurrent Neural Networks

Namwon Kim, Babak Parkhideh, Mehrdad Biglarbegian, 2018, 2018 IEEE Energy Conversion Congress and Exposition (ECCE).

Function-Level Processor (FLP): A High Performance, Minimal Bandwidth, Low Power Architecture for Market-Oriented MPSoCs

Gunar Schirner, Hamed Tabkhi, Robert Bushey, 2014, IEEE Embedded Systems Letters.

Single Run Action Detector over Video Stream - A Privacy Preserving Approach pdf

Hassan Ghasemzadeh, Hamed Tabkhi, Justin Sanchez, 2021, ArXiv.

Toward AI-enabled augmented reality to enhance the safety of highway work zones: Feasibility, requirements, and challenges

Hamed Tabkhi, Sepehr Sabeti, Mohammadreza Baharani, 2021, Adv. Eng. Informatics.

EfficientHRNet: Efficient and scalable high-resolution networks for real-time multi-person 2D human pose estimation

Hamed Tabkhi, Steven Furgurson, Aneri Sheth, 2021 .

Real-World Graph Convolution Networks (RW-GCNs) for Action Recognition in Smart Video Surveillance pdf

Hamed Tabkhi, Christopher Neff, Justin Sanchez, 2021, 2021 IEEE/ACM Symposium on Edge Computing (SEC).

EfficientHRNet

Hamed Tabkhi, Steven Furgurson, Aneri Sheth, 2021, J. Real Time Image Process..

CARPe Posterum: A Convolutional Approach for Real-time Pedestrian Path Prediction

Hamed Tabkhi, Mat'ias Mendieta, 2021, AAAI.

DeepTrack: Lightweight Deep Learning for Vehicle Path Prediction in Highways pdf

Hamed Tabkhi, Mohammadreza Baharani, Omidreza Shoghli, 2021, ArXiv.

MG-DmDSE: Multi-Granularity Domain Design Space Exploration Considering Function Similarity

Gunar Schirner, Hamed Tabkhi, Jinghan Zhang, 2021, 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE).

Mez: An Adaptive Messaging System for Latency-Sensitive Multi-Camera Machine Vision at the IoT Edge

Arun Ravindran, Hamed Tabkhi, Anjus George, 2021, IEEE Access.

An efficient architecture solution for low-power real-time background subtraction

Gunar Schirner, Hamed Tabkhi, Majid Sabbagh, 2015, 2015 IEEE 26th International Conference on Application-specific Systems, Architectures and Processors (ASAP).