Publications

Our lab publications will appear here, the current list is incomplete and outdated. We are working on it ...

2024

  1. Multimodal fusion of emg and vision for human grasp intent inference in prosthetic hand control
    Mehrshad Zandigohar ,  Mo Han ,  Mohammadreza Sharif , and 8 more authors
    Frontiers in Robotics and AI, 2024

2022

  1. Inference of Upcoming Human Grasp Using EMG During Reach-to-Grasp Movement
    Mo Han ,  Mehrshad Zandigohar ,  Sezen Yagmur Günay , and 2 more authors
    Frontiers in Neuroscience, 2022
  2. Generating unified platforms using multigranularity domain DSE (MG-DmDSE) exploiting application similarities
    Jinghan Zhang ,  Aly Sultan ,  Mehrshad Zandigohar , and 1 more author
    IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2022

2021

  1. MG-DmDSE: Multi-Granularity Domain Design Space Exploration Considering Function Similarity
    J. Zhang ,  A. Sultan ,  H. Tabkhi , and 1 more author
    In 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE) , 2021
  2. Classifications of Dynamic EMG in Hand Gesture and Unsupervised Grasp Motion Segmentation
    Han Han ,  Mehrshad Zandigohar ,  Mariusz P. Furmanek , and 3 more authors
    In Proceedings of the EMBS Annual International Conference , Nov 2021
  3. NetCut: Real-Time DNN Inference Using Layer Removal
    Mehrshad Zandigohar ,  Deniz Erdogmus ,  and  Gunar Schirner
    In Design, Automation and Test in Europe Conference (DATE) , Feb 2021
  4. RDP 3: Rapid Domain Platform Performance Prediction for Design Space Exploration
    Jinghan Zhang ,  Mehrshad Zandigohar ,  and  Gunar Schirner
    In 2021 IEEE 39th International Conference on Computer Design (ICCD) , Feb 2021

2020

  1. Allocating One Common ACC-Rich Platform for Many Streaming Applications
    J. Zhang ,  H. Tabkhi ,  and  G. Schirner
    IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Feb 2020
  2. HANDS: a multimodal dataset for modeling toward human grasp intent inference in prosthetic hands
    Mo Han ,  Sezen Yağmur Günay ,  Gunar Schirner , and 2 more authors
    Intelligent service robotics, Feb 2020
  3. Towards Creating a Deployable Grasp Type Probability Estimator for a Prosthetic Hand
    Mehrshad Zandigohar ,  Mo Han ,  Deniz Erdoğmuş , and 1 more author
    Feb 2020

2019

  1. Mitigating Application Diversity for Allocating a Unified ACC-Rich Platform
    J. Zhang ,  H. Tabkhi ,  and  G. Schirner
    In 2019 IEEE 37th International Conference on Computer Design (ICCD) , Feb 2019

2018

  1. Alleviating Scalability Limitation of Accelerator-based Platforms
    N. Teimouri ,  H. Tabkhi ,  and  G. Schirner
    IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2018
  2. DS-DSE: Domain-Specific Design Space Exploration for Streaming Applications
    J. Zhang ,  H. Tabkhi ,  and  G. Schirner
    In Design, Automation & Test in Europe Conference & Exhibition (DATE) , 2018

2016

  1. Framework for Rapid Development of Embedded Human-in-the-Loop Cyber-Physical Systems
    S. Feng ,  F. Quivira ,  and  G. Schirner
    In 2016 IEEE 16th International Conference on Bioinformatics and Bioengineering (BIBE) , Oct 2016
  2. Function-Level Processor (FLP): A Novel Processor Class for Efficient Processing of Streaming Applications
    H. Tabkhi ,  R. Bushey ,  and  G. Schirner
    Journal of Signal Processing Systems, Oct 2016
  3. Improving scalability of CMPs with dense ACCs coverage
    N. Teimouri ,  H. Tabkhi ,  and  G. Schirner
    In Design, Automation & Test in Europe Conference & Exhibition (DATE) , Oct 2016

2015

  1. Revisiting Accelerator-Based CMPs: Challenges and Solutions
    N. Teimouri ,  H. Tabkhi ,  and  G. Schirner
    Jun 2015

2014

  1. Function-level processor (FLP): a high performance, minimal bandwidth, low power architecture for market-oriented MPSoCs
    H. Tabkhi ,  R. Bushey ,  and  G. Schirner
    IEEE Embedded Systems Letters, Jun 2014

2013

  1. Joint Algorithm Developing and System-Level Design: Case Study on Video Encoding
    Jiaxing Zhang ,  and  Gunar Schirner
    In Embedded Systems: Design, Analysis and Verification , Jun 2013
  2. The Future of Human-in-the-Loop Cyber-Physical Systems
    Gunar Schirner ,  Deniz Erdogmus ,  Kaushik Chowdhury , and 1 more author
    IEEE Computer, Jun 2013

2012

  1. A Mobile Platform Approach to integrating active learing accross the EE/CE/ICT Engineering Curriculum
    Mihir Ravel ,  Gunar Schirner ,  and  David Kaeli
    In Proceedings of the European Workshop on Microelectronics Education , May 2012

2009

  1. Embedded System Design: Modeling, Synthesis and Verification
    Daniel D. Gajski ,  Samar Abdi ,  Andreas Gerstlauer , and 1 more author
    May 2009
  2. High-Level Development, Modeling and Automatic Generation of Hardware-dependent Software
    Gunar Schirner ,  Rainer Dömer ,  and  Andreas Gerstlauer
    In Hardware Dependent Software: Principles and Practice , May 2009